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      "id": "functions_api_brief_send_resendprovider",
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      "id": "functions_api_brief_send_runsend",
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      "id": "functions_api_brief_send_scheduled",
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    {
      "id": "functions_api_brief_send_withnewsletterutm",
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      "norm_label": "withnewsletterutm()",
      "source_file": "functions/api/brief-send.js",
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      "id": "functions_api_list_b64url",
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      "_origin": "ast",
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      "source_file": "functions/api/_list.js",
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      "id": "functions_api_list_hmachex",
      "label": "hmacHex()",
      "_callable": true,
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      "source_file": "functions/api/_list.js",
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    {
      "id": "functions_api_list_isdeliverable",
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      "_callable": true,
      "_origin": "ast",
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      "id": "functions_api_list_normalizeemail",
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      "_callable": true,
      "_origin": "ast",
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      "source_file": "functions/api/_list.js",
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    {
      "id": "functions_api_list_requiresecret",
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      "id": "functions_api_list_safeequal",
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      "_callable": true,
      "_origin": "ast",
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      "file_type": "code",
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      "source_file": "functions/api/_list.js",
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      "id": "functions_api_list_signtoken",
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      "_callable": true,
      "_origin": "ast",
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      "norm_label": "signtoken()",
      "source_file": "functions/api/_list.js",
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      "id": "functions_api_list_sitebase",
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      "norm_label": "sitebase()",
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    },
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      "id": "functions_api_list_subkey",
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      "_callable": true,
      "_origin": "ast",
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      "norm_label": "subkey()",
      "source_file": "functions/api/_list.js",
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    {
      "id": "functions_api_list_tryunsubscribeurl",
      "label": "tryUnsubscribeUrl()",
      "_callable": true,
      "_origin": "ast",
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      "source_file": "functions/api/_list.js",
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      "id": "functions_api_list_unsubscribeurl",
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      "id": "functions_api_list_validemail",
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      "_origin": "ast",
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      "file_type": "code",
      "norm_label": "validemail()",
      "source_file": "functions/api/_list.js",
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      "id": "functions_api_list_verifytoken",
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      "_callable": true,
      "_origin": "ast",
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      "file_type": "code",
      "norm_label": "verifytoken()",
      "source_file": "functions/api/_list.js",
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      "id": "functions_api_subscribe_json",
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      "_origin": "ast",
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      "norm_label": "json()",
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      "id": "functions_api_subscribe_onrequestget",
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      "_origin": "ast",
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      "norm_label": "onrequestget()",
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      "id": "functions_api_subscribe_onrequestpost",
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    {
      "id": "functions_api_subscribe_ratelimited",
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      "source_file": "functions/api/subscribe.js",
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      "id": "functions_api_unsubscribe_htmlpage",
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      "_origin": "ast",
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      "norm_label": "htmlpage()",
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      "id": "functions_api_unsubscribe_onrequestget",
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      "norm_label": "onrequestget()",
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      "id": "functions_api_unsubscribe_onrequestpost",
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      "_origin": "ast",
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      "source_file": "functions/api/unsubscribe.js",
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    {
      "id": "functions_api_unsubscribe_removeifvalid",
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      "file_type": "code",
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      "source_file": "functions/api/unsubscribe.js",
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    {
      "id": "parrot_sitegen_appendix_stats",
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      "_callable": true,
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      "id": "parrot_sitegen_apply_curation",
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      "id": "parrot_sitegen_apply_editor_curation",
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      "id": "parrot_sitegen_apply_lead",
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      "id": "parrot_sitegen_band_trackers",
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      "id": "parrot_sitegen_chain_moved_on",
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      "id": "parrot_sitegen_chy_tail",
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      "id": "parrot_sitegen_chyron_bar",
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      "id": "parrot_sitegen_chyron_lines",
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      "id": "parrot_sitegen_chyron_public",
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      "id": "parrot_sitegen_compute_coverage",
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      "id": "parrot_sitegen_ct_hard",
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      "id": "parrot_sitegen_ctx_audit",
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      "id": "parrot_sitegen_ctx_bulletin",
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      "id": "parrot_sitegen_ctx_dispatch",
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      "id": "parrot_sitegen_ctx_editorial",
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      "id": "parrot_sitegen_ctx_solo",
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      "id": "parrot_sitegen_doc_count",
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      "id": "parrot_sitegen_dstat_dir_obs_channels",
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      "label": "The /data/ page \u2014 the human twin of the /node protocol list. Every open dataset\u2026",
      "_origin": "ast",
      "community": 1,
      "file_type": "rationale",
      "norm_label": "the /data/ page \u2014 the human twin of the /node protocol list. every open dataset...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L15687"
    },
    {
      "id": "parrot_sitegen_rationale_15778",
      "label": "data/support.json \u2014 the tip-jar config. The /support/ page and its footer link\u2026",
      "_origin": "ast",
      "community": 1,
      "file_type": "rationale",
      "norm_label": "data/support.json \u2014 the tip-jar config. the /support/ page and its footer link...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L15778"
    },
    {
      "id": "parrot_sitegen_rationale_15795",
      "label": "/support/ \u2014 the tip jar, in the clerk register. Standard rails first, crypto\u2026",
      "_origin": "ast",
      "community": 1,
      "file_type": "rationale",
      "norm_label": "/support/ \u2014 the tip jar, in the clerk register. standard rails first, crypto...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L15795"
    },
    {
      "id": "parrot_sitegen_rationale_15843",
      "label": "The /connect/ page \u2014 a human-facing landing page for the MCP server\u2026",
      "_origin": "ast",
      "community": 1,
      "file_type": "rationale",
      "norm_label": "the /connect/ page \u2014 a human-facing landing page for the mcp server...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L15843"
    },
    {
      "id": "parrot_sitegen_rationale_15993",
      "label": "One transmission page: the prose body in the article style, a Transmission\u2026",
      "_origin": "ast",
      "community": 1,
      "file_type": "rationale",
      "norm_label": "one transmission page: the prose body in the article style, a transmission...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L15993"
    },
    {
      "id": "parrot_sitegen_rationale_16061",
      "label": "The /transmissions/ index \u2014 the hand-authored machine-to-machine audits, newest\u2026",
      "_origin": "ast",
      "community": 1,
      "file_type": "rationale",
      "norm_label": "the /transmissions/ index \u2014 the hand-authored machine-to-machine audits, newest...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L16061"
    },
    {
      "id": "parrot_sitegen_rationale_16507",
      "label": "The claim ledger rendered on a chain's story page \u2014 claim / outlet / state chip\u2026",
      "_origin": "ast",
      "community": 1,
      "file_type": "rationale",
      "norm_label": "the claim ledger rendered on a chain's story page \u2014 claim / outlet / state chip...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L16507"
    },
    {
      "id": "parrot_sitegen_rationale_16598",
      "label": "A standing tracker page for ONE story chain, driven entirely by its chains.json\u2026",
      "_origin": "ast",
      "community": 1,
      "file_type": "rationale",
      "norm_label": "a standing tracker page for one story chain, driven entirely by its chains.json...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L16598"
    },
    {
      "id": "parrot_sitegen_rationale_16693",
      "label": "/terms-watch/ \u2014 the standing contract tracker. Not a story chain: chains are\u2026",
      "_origin": "ast",
      "community": 1,
      "file_type": "rationale",
      "norm_label": "/terms-watch/ \u2014 the standing contract tracker. not a story chain: chains are...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L16693"
    },
    {
      "id": "parrot_sitegen_rationale_16871",
      "label": "/watch/ \u2014 the multi-chain tracker. Lists every LIVE story chain the desk is\u2026",
      "_origin": "ast",
      "community": 1,
      "file_type": "rationale",
      "norm_label": "/watch/ \u2014 the multi-chain tracker. lists every live story chain the desk is...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L16871"
    },
    {
      "id": "parrot_sitegen_rationale_16973",
      "label": "/angles/ \u2014 the coverage-brief counterpart to what the Lexicon does for splits:\u2026",
      "_origin": "ast",
      "community": 1,
      "file_type": "rationale",
      "norm_label": "/angles/ \u2014 the coverage-brief counterpart to what the lexicon does for splits:...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L16973"
    },
    {
      "id": "parrot_sitegen_rationale_17060",
      "label": "Index for a run's frozen-corpus snapshot directory, so /snapshots/<run_id>/\u2026",
      "_origin": "ast",
      "community": 1,
      "file_type": "rationale",
      "norm_label": "index for a run's frozen-corpus snapshot directory, so /snapshots/<run_id>/...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L17060"
    },
    {
      "id": "parrot_sitegen_rationale_17085",
      "label": "A house-voice 404 (Cloudflare Pages serves it for unmatched routes). Absolute\u2026",
      "_origin": "ast",
      "community": 1,
      "file_type": "rationale",
      "norm_label": "a house-voice 404 (cloudflare pages serves it for unmatched routes). absolute...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L17085"
    },
    {
      "id": "parrot_sitegen_rationale_1754",
      "label": "The two nodes every page's graph references by @id (org + website), in graph\u2026",
      "_origin": "ast",
      "community": 1,
      "file_type": "rationale",
      "norm_label": "the two nodes every page's graph references by @id (org + website), in graph...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L1754"
    },
    {
      "id": "parrot_sitegen_rationale_1760",
      "label": "Serialize JSON-LD object(s) into <script type=application/ld+json> tag(s) for\u2026",
      "_origin": "ast",
      "community": 1,
      "file_type": "rationale",
      "norm_label": "serialize json-ld object(s) into <script type=application/ld+json> tag(s) for...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L1760"
    },
    {
      "id": "parrot_sitegen_rationale_17638",
      "label": "The /audits/ index page: every published piece, newest first. Serves as a\u2026",
      "_origin": "ast",
      "community": 1,
      "file_type": "rationale",
      "norm_label": "the /audits/ index page: every published piece, newest first. serves as a...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L17638"
    },
    {
      "id": "parrot_sitegen_rationale_2554",
      "label": "/culture/<slug>/ \u2014 a hand-authored Culture piece. Chrome + house CSS vars; body\u2026",
      "_origin": "ast",
      "community": 1,
      "file_type": "rationale",
      "norm_label": "/culture/<slug>/ \u2014 a hand-authored culture piece. chrome + house css vars; body...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L2554"
    },
    {
      "id": "parrot_sitegen_rationale_2829",
      "label": "/humor/ hub \u2014 Daily Comic hero door + equal play shelf + quiet Boomer archive.\u2026",
      "_origin": "ast",
      "community": 1,
      "file_type": "rationale",
      "norm_label": "/humor/ hub \u2014 daily comic hero door + equal play shelf + quiet boomer archive....",
      "source_file": "parrot/sitegen.py",
      "source_location": "L2829"
    },
    {
      "id": "parrot_sitegen_rationale_3297",
      "label": "Emit desk through real `_doc` / `_masthead` / footer \u2014 never orphan HTML.",
      "_origin": "ast",
      "community": 1,
      "file_type": "rationale",
      "norm_label": "emit desk through real `_doc` / `_masthead` / footer \u2014 never orphan html.",
      "source_file": "parrot/sitegen.py",
      "source_location": "L3297"
    },
    {
      "id": "parrot_sitegen_rationale_3867",
      "label": "The site chrome. `current` is the active nav item's key (e.g. \"home\",\u2026",
      "_origin": "ast",
      "community": 1,
      "file_type": "rationale",
      "norm_label": "the site chrome. `current` is the active nav item's key (e.g. \"home\",...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L3867"
    },
    {
      "id": "parrot_sitegen_rationale_62",
      "label": "Short content hash of the stylesheet \u2014 appended to its URL so every CSS change\u2026",
      "_origin": "ast",
      "community": 1,
      "file_type": "rationale",
      "norm_label": "short content hash of the stylesheet \u2014 appended to its url so every css change...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L62"
    },
    {
      "id": "parrot_sitegen_rationale_74",
      "label": "Short content hash of a static asset, to cache-bust its URL when the file\u2026",
      "_origin": "ast",
      "community": 1,
      "file_type": "rationale",
      "norm_label": "short content hash of a static asset, to cache-bust its url when the file...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L74"
    },
    {
      "id": "parrot_sitegen_rationale_8237",
      "label": "The Receipts \u2014 a shareable gallery of every contradiction card. One postable\u2026",
      "_origin": "ast",
      "community": 1,
      "file_type": "rationale",
      "norm_label": "the receipts \u2014 a shareable gallery of every contradiction card. one postable...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L8237"
    },
    {
      "id": "parrot_sitegen_rationale_8314",
      "label": "The /archive page: every audit retired from the homepage, newest first.",
      "_origin": "ast",
      "community": 1,
      "file_type": "rationale",
      "norm_label": "the /archive page: every audit retired from the homepage, newest first.",
      "source_file": "parrot/sitegen.py",
      "source_location": "L8314"
    },
    {
      "id": "parrot_sitegen_rationale_8371",
      "label": "Phase 1 tip bench-reliability-shell-v0: Epistemic Reliability empty shell at\u2026",
      "_origin": "ast",
      "community": 1,
      "file_type": "rationale",
      "norm_label": "phase 1 tip bench-reliability-shell-v0: epistemic reliability empty shell at...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L8371"
    },
    {
      "id": "parrot_sitegen_rationale_8932",
      "label": "The /forced-editorials/ landing: the compelled-opinion shelf, with its own\u2026",
      "_origin": "ast",
      "community": 1,
      "file_type": "rationale",
      "norm_label": "the /forced-editorials/ landing: the compelled-opinion shelf, with its own...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L8932"
    },
    {
      "id": "parrot_sitegen_rationale_9819",
      "label": "The join-our-Slack option (Mike 2026-08-09). One config, two states: a real\u2026",
      "_origin": "ast",
      "community": 1,
      "file_type": "rationale",
      "norm_label": "the join-our-slack option (mike 2026-08-09). one config, two states: a real...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L9819"
    },
    {
      "id": "parrot_sitegen_rationale_9839",
      "label": "/desk/ \u2014 Live: the desk working, watched through glass. All styling lives in\u2026",
      "_origin": "ast",
      "community": 1,
      "file_type": "rationale",
      "norm_label": "/desk/ \u2014 live: the desk working, watched through glass. all styling lives in...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L9839"
    },
    {
      "id": "parrot_claim_index",
      "label": "claim_index.py",
      "_origin": "ast",
      "community": 10,
      "file_type": "code",
      "norm_label": "claim_index.py",
      "source_file": "parrot/claim_index.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_continuity",
      "label": "continuity.py",
      "_origin": "ast",
      "community": 10,
      "file_type": "code",
      "norm_label": "continuity.py",
      "source_file": "parrot/continuity.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_phase",
      "label": "phase.py",
      "_origin": "ast",
      "community": 10,
      "file_type": "code",
      "norm_label": "phase.py",
      "source_file": "parrot/phase.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_phase_py_datetime",
      "label": "datetime",
      "_origin": "ast",
      "community": 10,
      "file_type": "code",
      "norm_label": "datetime",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "scripts_openrouter_writer_test",
      "label": "openrouter_writer_test.py",
      "_origin": "ast",
      "community": 10,
      "file_type": "code",
      "norm_label": "openrouter_writer_test.py",
      "source_file": "scripts/openrouter_writer_test.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_claim_index_rationale_1",
      "label": "claim_index \u2014 does one person's claims fail more than the desk's base rate?\u2026",
      "_origin": "ast",
      "community": 10,
      "file_type": "rationale",
      "norm_label": "claim_index \u2014 does one person's claims fail more than the desk's base rate?...",
      "source_file": "parrot/claim_index.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_claim_index_rationale_146",
      "label": "Scan every published piece's matrix for hard-contradiction spans attributed (in\u2026",
      "_origin": "ast",
      "community": 10,
      "file_type": "rationale",
      "norm_label": "scan every published piece's matrix for hard-contradiction spans attributed (in...",
      "source_file": "parrot/claim_index.py",
      "source_location": "L146"
    },
    {
      "id": "parrot_claim_index_rationale_187",
      "label": "Does `quote` say that THIS figure did the thing `term` names? The test is\u2026",
      "_origin": "ast",
      "community": 10,
      "file_type": "rationale",
      "norm_label": "does `quote` say that this figure did the thing `term` names? the test is...",
      "source_file": "parrot/claim_index.py",
      "source_location": "L187"
    },
    {
      "id": "parrot_claim_index_rationale_210",
      "label": "Scan every published piece's NAMING/FRAMING rows for a curated characterization\u2026",
      "_origin": "ast",
      "community": 10,
      "file_type": "rationale",
      "norm_label": "scan every published piece's naming/framing rows for a curated characterization...",
      "source_file": "parrot/claim_index.py",
      "source_location": "L210"
    },
    {
      "id": "parrot_claim_index_rationale_277",
      "label": "Recompute the index and write the cache. Returns the index. Best-effort: a\u2026",
      "_origin": "ast",
      "community": 10,
      "file_type": "rationale",
      "norm_label": "recompute the index and write the cache. returns the index. best-effort: a...",
      "source_file": "parrot/claim_index.py",
      "source_location": "L277"
    },
    {
      "id": "parrot_claim_index_rationale_328",
      "label": "Does ANY tracked figure have at least one indexed claim? This is the gate the\u2026",
      "_origin": "ast",
      "community": 10,
      "file_type": "rationale",
      "norm_label": "does any tracked figure have at least one indexed claim? this is the gate the...",
      "source_file": "parrot/claim_index.py",
      "source_location": "L328"
    },
    {
      "id": "parrot_claim_index_rationale_341",
      "label": "Rendered for the writer's prompt: this figure's adjudicated hard-contradiction\u2026",
      "_origin": "ast",
      "community": 10,
      "file_type": "rationale",
      "norm_label": "rendered for the writer's prompt: this figure's adjudicated hard-contradiction...",
      "source_file": "parrot/claim_index.py",
      "source_location": "L341"
    },
    {
      "id": "parrot_claim_index_rationale_364",
      "label": "Rendered for the writer's prompt: how many times this desk has published a\u2026",
      "_origin": "ast",
      "community": 10,
      "file_type": "rationale",
      "norm_label": "rendered for the writer's prompt: how many times this desk has published a...",
      "source_file": "parrot/claim_index.py",
      "source_location": "L364"
    },
    {
      "id": "parrot_continuity_rationale_1",
      "label": "Continuity \u2014 the two things that let a joke compound across pieces. Every piece\u2026",
      "_origin": "ast",
      "community": 10,
      "file_type": "rationale",
      "norm_label": "continuity \u2014 the two things that let a joke compound across pieces. every piece...",
      "source_file": "parrot/continuity.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_continuity_rationale_107",
      "label": "outlet -> {count, last_slug, last_date} across every published piece. Counted\u2026",
      "_origin": "ast",
      "community": 10,
      "file_type": "rationale",
      "norm_label": "outlet -> {count, last_slug, last_date} across every published piece. counted...",
      "source_file": "parrot/continuity.py",
      "source_location": "L107"
    },
    {
      "id": "parrot_continuity_rationale_133",
      "label": "The prior-form section for the outlets in TODAY's corpus. '' when none qualify.",
      "_origin": "ast",
      "community": 10,
      "file_type": "rationale",
      "norm_label": "the prior-form section for the outlets in today's corpus. '' when none qualify.",
      "source_file": "parrot/continuity.py",
      "source_location": "L133"
    },
    {
      "id": "parrot_continuity_rationale_168",
      "label": "The running-bits section: what the callbacks are, and which are too warm to\u2026",
      "_origin": "ast",
      "community": 10,
      "file_type": "rationale",
      "norm_label": "the running-bits section: what the callbacks are, and which are too warm to...",
      "source_file": "parrot/continuity.py",
      "source_location": "L168"
    },
    {
      "id": "parrot_continuity_rationale_207",
      "label": "Every ledger, rendered for the writer's prompt. '' when none has anything.\u2026",
      "_origin": "ast",
      "community": 10,
      "file_type": "rationale",
      "norm_label": "every ledger, rendered for the writer's prompt. '' when none has anything....",
      "source_file": "parrot/continuity.py",
      "source_location": "L207"
    },
    {
      "id": "parrot_continuity_rationale_224",
      "label": "If today's story names a tracked figure, show the writer that figure's own\u2026",
      "_origin": "ast",
      "community": 10,
      "file_type": "rationale",
      "norm_label": "if today's story names a tracked figure, show the writer that figure's own...",
      "source_file": "parrot/continuity.py",
      "source_location": "L224"
    },
    {
      "id": "parrot_continuity_rationale_261",
      "label": "Tokenize free text into sitegen's keyword vocabulary. Deliberately borrows\u2026",
      "_origin": "ast",
      "community": 10,
      "file_type": "rationale",
      "norm_label": "tokenize free text into sitegen's keyword vocabulary. deliberately borrows...",
      "source_file": "parrot/continuity.py",
      "source_location": "L261"
    },
    {
      "id": "parrot_continuity_rationale_280",
      "label": "Published pieces this desk has already filed on the same story, best first.\u2026",
      "_origin": "ast",
      "community": 10,
      "file_type": "rationale",
      "norm_label": "published pieces this desk has already filed on the same story, best first....",
      "source_file": "parrot/continuity.py",
      "source_location": "L280"
    },
    {
      "id": "parrot_continuity_rationale_325",
      "label": "One line per prior piece: when, what it was called, what it found.",
      "_origin": "ast",
      "community": 10,
      "file_type": "rationale",
      "norm_label": "one line per prior piece: when, what it was called, what it found.",
      "source_file": "parrot/continuity.py",
      "source_location": "L325"
    },
    {
      "id": "parrot_continuity_rationale_357",
      "label": "The prior-coverage ledger, rendered for the writer's prompt. '' when this is\u2026",
      "_origin": "ast",
      "community": 10,
      "file_type": "rationale",
      "norm_label": "the prior-coverage ledger, rendered for the writer's prompt. '' when this is...",
      "source_file": "parrot/continuity.py",
      "source_location": "L357"
    },
    {
      "id": "parrot_continuity_rationale_45",
      "label": "Canon-tier callbacks the writer may actually reach for. The sign-off tokens\u2026",
      "_origin": "ast",
      "community": 10,
      "file_type": "rationale",
      "norm_label": "canon-tier callbacks the writer may actually reach for. the sign-off tokens...",
      "source_file": "parrot/continuity.py",
      "source_location": "L45"
    },
    {
      "id": "parrot_continuity_rationale_71",
      "label": "(slug, draft) for the n most recent published pieces, newest first. Fail-soft.",
      "_origin": "ast",
      "community": 10,
      "file_type": "rationale",
      "norm_label": "(slug, draft) for the n most recent published pieces, newest first. fail-soft.",
      "source_file": "parrot/continuity.py",
      "source_location": "L71"
    },
    {
      "id": "parrot_continuity_rationale_86",
      "label": "motif id -> how many pieces back it last appeared (None = not in the window).\u2026",
      "_origin": "ast",
      "community": 10,
      "file_type": "rationale",
      "norm_label": "motif id -> how many pieces back it last appeared (none = not in the window)....",
      "source_file": "parrot/continuity.py",
      "source_location": "L86"
    },
    {
      "id": "parrot_phase_rationale_1",
      "label": "phase \u2014 the story-phase coin: Early / Developing / Contested / Settled. Reader\u2026",
      "_origin": "ast",
      "community": 10,
      "file_type": "rationale",
      "norm_label": "phase \u2014 the story-phase coin: early / developing / contested / settled. reader...",
      "source_file": "parrot/phase.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_phase_rationale_127",
      "label": "-> {\"state\",\"label\",\"reason\",\"age_h\",...} or None when the piece wears no coin.\u2026",
      "_origin": "ast",
      "community": 10,
      "file_type": "rationale",
      "norm_label": "-> {\"state\",\"label\",\"reason\",\"age_h\",...} or none when the piece wears no coin....",
      "source_file": "parrot/phase.py",
      "source_location": "L127"
    },
    {
      "id": "parrot_phase_rationale_52",
      "label": "Bracketed tags from the SEMANTIC FLAGS exhibit block; [] if absent. Parses\u2026",
      "_origin": "ast",
      "community": 10,
      "file_type": "rationale",
      "norm_label": "bracketed tags from the semantic flags exhibit block; [] if absent. parses...",
      "source_file": "parrot/phase.py",
      "source_location": "L52"
    },
    {
      "id": "parrot_phase_rationale_70",
      "label": "Hours since the run stamp; -1 if it isn't one.",
      "_origin": "ast",
      "community": 10,
      "file_type": "rationale",
      "norm_label": "hours since the run stamp; -1 if it isn't one.",
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      "file_type": "rationale",
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      "file_type": "rationale",
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      "norm_label": "the section appended to data/incoming/<slug>.qcnotes.md so --revise consumes it.",
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      "file_type": "code",
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      "file_type": "code",
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      "label": "A per-cycle studio standup: what shipped, what's in progress, which teams were\u2026",
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      "file_type": "rationale",
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      "id": "scripts_ceo_slack_rationale_2",
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      "file_type": "rationale",
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      "file_type": "rationale",
      "norm_label": "none if the brief is deliverable, else the fail detail naming the file +...",
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      "label": "Is the curated sendable current against the newest golived audits? The sendable\u2026",
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      "file_type": "rationale",
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      "file_type": "rationale",
      "norm_label": "newsletter go-live pre-flight (rung 1) \u2014 one command, all safe checks....",
      "source_file": "scripts/newsletter_preflight.py",
      "source_location": "L2"
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      "file_type": "rationale",
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      "file_type": "rationale",
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      "file_type": "code",
      "norm_label": "path",
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      "file_type": "rationale",
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      "file_type": "rationale",
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      "file_type": "rationale",
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      "file_type": "code",
      "norm_label": "completedprocess",
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      "file_type": "code",
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      "file_type": "code",
      "norm_label": "t3_smoke.py",
      "source_file": "scripts/t3_smoke.py",
      "source_location": "L1"
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      "label": "CoS-gated backfill: needs CLI flag AND OVERVIEW_BACKFILL_COS_ALLOW=1. OFF by\u2026",
      "_origin": "ast",
      "community": 109,
      "file_type": "rationale",
      "norm_label": "cos-gated backfill: needs cli flag and overview_backfill_cos_allow=1. off by...",
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      "_origin": "ast",
      "community": 109,
      "file_type": "rationale",
      "norm_label": "t3 smoke: enqueue policy \u2014 skip cartoons/out-list; fail-open; cos-gated...",
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      "file_type": "code",
      "norm_label": "datetime",
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      "source_location": ""
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      "_origin": "ast",
      "community": 11,
      "file_type": "code",
      "norm_label": "path",
      "source_file": "",
      "source_location": ""
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      "file_type": "code",
      "norm_label": "deepseek_credit_guard.py",
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      "file_type": "code",
      "norm_label": "datetime",
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      "file_type": "code",
      "norm_label": "glm_credit_guard.py",
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      "id": "valueerror",
      "label": "ValueError",
      "_origin": "ast",
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      "file_type": "code",
      "norm_label": "valueerror",
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      "source_location": ""
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      "_origin": "ast",
      "community": 11,
      "file_type": "rationale",
      "norm_label": "ledger \u2014 the per-chain claim ledger (story chains phase 3, mcconnell pilot). a...",
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      "community": 11,
      "file_type": "rationale",
      "norm_label": "open a new claim. `text` must be the outlet's verbatim span (the ledger...",
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    },
    {
      "id": "parrot_ledger_rationale_146",
      "label": "The outlet said it again: log the receipt and move `last_asserted` forward.\u2026",
      "_origin": "ast",
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      "file_type": "rationale",
      "norm_label": "the outlet said it again: log the receipt and move `last_asserted` forward....",
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    {
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      "label": "Move a claim to `new_state`. EVERY transition needs an evidence receipt (url +\u2026",
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      "file_type": "rationale",
      "norm_label": "move a claim to `new_state`. every transition needs an evidence receipt (url +...",
      "source_file": "parrot/ledger.py",
      "source_location": "L163"
    },
    {
      "id": "parrot_ledger_rationale_220",
      "label": "The `--dropped` query: claims in state quietly_abandoned (each one armored by\u2026",
      "_origin": "ast",
      "community": 11,
      "file_type": "rationale",
      "norm_label": "the `--dropped` query: claims in state quietly_abandoned (each one armored by...",
      "source_file": "parrot/ledger.py",
      "source_location": "L220"
    },
    {
      "id": "parrot_ledger_rationale_226",
      "label": "Claim ids in quietly_abandoned whose latest transition carries the full armor.\u2026",
      "_origin": "ast",
      "community": 11,
      "file_type": "rationale",
      "norm_label": "claim ids in quietly_abandoned whose latest transition carries the full armor....",
      "source_file": "parrot/ledger.py",
      "source_location": "L226"
    },
    {
      "id": "parrot_ledger_rationale_260",
      "label": "Assemble a 'How the story bent' DRAFT skeleton from the ledger + chain entries.\u2026",
      "_origin": "ast",
      "community": 11,
      "file_type": "rationale",
      "norm_label": "assemble a 'how the story bent' draft skeleton from the ledger + chain entries....",
      "source_file": "parrot/ledger.py",
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    },
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      "id": "parrot_ledger_rationale_339",
      "label": "Yield object rows, skipping bad lines; counts live on ``iterator.stats``.",
      "_origin": "ast",
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      "file_type": "rationale",
      "norm_label": "yield object rows, skipping bad lines; counts live on ``iterator.stats``.",
      "source_file": "parrot/ledger.py",
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    {
      "id": "parrot_ledger_rationale_355",
      "label": "Return the winning model-bearing receipt for a slug. Publisher precedence is\u2026",
      "_origin": "ast",
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      "file_type": "rationale",
      "norm_label": "return the winning model-bearing receipt for a slug. publisher precedence is...",
      "source_file": "parrot/ledger.py",
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    {
      "id": "parrot_ledger_rationale_398",
      "label": "Sum cost_usd since a timestamp, with caller-specific filtering.",
      "_origin": "ast",
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      "file_type": "rationale",
      "norm_label": "sum cost_usd since a timestamp, with caller-specific filtering.",
      "source_file": "parrot/ledger.py",
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    },
    {
      "id": "parrot_ledger_rationale_69",
      "label": "A refused ledger operation \u2014 always a fixable, loudly-explained condition.",
      "_origin": "ast",
      "community": 11,
      "file_type": "rationale",
      "norm_label": "a refused ledger operation \u2014 always a fixable, loudly-explained condition.",
      "source_file": "parrot/ledger.py",
      "source_location": "L69"
    },
    {
      "id": "parrot_ledger_rationale_84",
      "label": "The chain's ledger, or a fresh empty one. Corrupt file -> hard error (a ledger\u2026",
      "_origin": "ast",
      "community": 11,
      "file_type": "rationale",
      "norm_label": "the chain's ledger, or a fresh empty one. corrupt file -> hard error (a ledger...",
      "source_file": "parrot/ledger.py",
      "source_location": "L84"
    },
    {
      "id": "parrot_orchestrator_rationale_1074",
      "label": "Print the published-piece ledger as JSON \u2014 the operator's 'what is already on\u2026",
      "_origin": "ast",
      "community": 11,
      "file_type": "rationale",
      "norm_label": "print the published-piece ledger as json \u2014 the operator's 'what is already on...",
      "source_file": "parrot/orchestrator.py",
      "source_location": "L1074"
    },
    {
      "id": "parrot_orchestrator_rationale_600",
      "label": "`parrot ledger <chain> [--dropped] | add | reassert | set-state` \u2014 the per-\u2026",
      "_origin": "ast",
      "community": 11,
      "file_type": "rationale",
      "norm_label": "`parrot ledger <chain> [--dropped] | add | reassert | set-state` \u2014 the per-...",
      "source_file": "parrot/orchestrator.py",
      "source_location": "L600"
    },
    {
      "id": "scripts_deepseek_credit_guard_rationale_103",
      "label": "(burn_usd_per_day, note) from balance samples, oldest first. The metered cost\u2026",
      "_origin": "ast",
      "community": 11,
      "file_type": "rationale",
      "norm_label": "(burn_usd_per_day, note) from balance samples, oldest first. the metered cost...",
      "source_file": "scripts/deepseek_credit_guard.py",
      "source_location": "L103"
    },
    {
      "id": "scripts_deepseek_credit_guard_rationale_2",
      "label": "Warn before the DeepSeek balance kills the desk \u2014 in days of runway, not\u2026",
      "_origin": "ast",
      "community": 11,
      "file_type": "rationale",
      "norm_label": "warn before the deepseek balance kills the desk \u2014 in days of runway, not...",
      "source_file": "scripts/deepseek_credit_guard.py",
      "source_location": "L2"
    },
    {
      "id": "scripts_deepseek_credit_guard_rationale_63",
      "label": "The guard's own balance samples (kind=deepseek_balance) at/after `cutoff`,\u2026",
      "_origin": "ast",
      "community": 11,
      "file_type": "rationale",
      "norm_label": "the guard's own balance samples (kind=deepseek_balance) at/after `cutoff`,...",
      "source_file": "scripts/deepseek_credit_guard.py",
      "source_location": "L63"
    },
    {
      "id": "scripts_glm_credit_guard_rationale_2",
      "label": "Warn before the GLM Coding Plan's weekly quota runs out \u2014 in credits, not\u2026",
      "_origin": "ast",
      "community": 11,
      "file_type": "rationale",
      "norm_label": "warn before the glm coding plan's weekly quota runs out \u2014 in credits, not...",
      "source_file": "scripts/glm_credit_guard.py",
      "source_location": "L2"
    },
    {
      "id": "scripts_glm_credit_guard_rationale_36",
      "label": "Sum of glm_credits on writer_draft rows billed to GLM in the trailing 7 days.\u2026",
      "_origin": "ast",
      "community": 11,
      "file_type": "rationale",
      "norm_label": "sum of glm_credits on writer_draft rows billed to glm in the trailing 7 days....",
      "source_file": "scripts/glm_credit_guard.py",
      "source_location": "L36"
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    {
      "id": "scripts_glm_credit_guard_rationale_54",
      "label": "Page only on a new 10-point bucket or once per 24h (2026-08-25: the guard re-\u2026",
      "_origin": "ast",
      "community": 11,
      "file_type": "rationale",
      "norm_label": "page only on a new 10-point bucket or once per 24h (2026-08-25: the guard re-...",
      "source_file": "scripts/glm_credit_guard.py",
      "source_location": "L54"
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    {
      "id": "scripts_overview_write_tail",
      "label": "overview_write_tail.py",
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      "file_type": "code",
      "norm_label": "overview_write_tail.py",
      "source_file": "scripts/overview_write_tail.py",
      "source_location": "L1"
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    {
      "id": "scripts_overview_write_tail_py_path",
      "label": "Path",
      "_origin": "ast",
      "community": 110,
      "file_type": "code",
      "norm_label": "path",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "scripts_overview_r2_upload_rationale_430",
      "label": "Prefer media_dir/overview.mp4, else scratch, else None.",
      "_origin": "ast",
      "community": 110,
      "file_type": "rationale",
      "norm_label": "prefer media_dir/overview.mp4, else scratch, else none.",
      "source_file": "scripts/overview_r2_upload.py",
      "source_location": "L430"
    },
    {
      "id": "scripts_overview_write_tail_rationale_106",
      "label": "Return first success row matching slug+hash, or None.",
      "_origin": "ast",
      "community": 110,
      "file_type": "rationale",
      "norm_label": "return first success row matching slug+hash, or none.",
      "source_file": "scripts/overview_write_tail.py",
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    },
    {
      "id": "scripts_overview_write_tail_rationale_2",
      "label": "S2/S3/T1 write-tail: copy scratch \u2192 media, R2 PUT, manifest, ledger. Runs\u2026",
      "_origin": "ast",
      "community": 110,
      "file_type": "rationale",
      "norm_label": "s2/s3/t1 write-tail: copy scratch \u2192 media, r2 put, manifest, ledger. runs...",
      "source_file": "scripts/overview_write_tail.py",
      "source_location": "L2"
    },
    {
      "id": "scripts_overview_write_tail_rationale_87",
      "label": "Parse CLI is_aigc. Returns True/False/None; MISSING sentinel if unset.",
      "_origin": "ast",
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      "file_type": "rationale",
      "norm_label": "parse cli is_aigc. returns true/false/none; missing sentinel if unset.",
      "source_file": "scripts/overview_write_tail.py",
      "source_location": "L87"
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    {
      "id": "scripts_parrot_deadman",
      "label": "parrot_deadman.sh",
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      "file_type": "code",
      "metadata": {
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      "norm_label": "parrot_deadman.sh",
      "source_file": "scripts/parrot_deadman.sh",
      "source_location": "L1"
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      "id": "scripts_parrot_deadman_page_gate",
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      "file_type": "code",
      "metadata": {
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        "kind": "bash_function"
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      "norm_label": "_page_gate()",
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      "id": "scripts_parrot_deadman_sh__entry",
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      "file_type": "code",
      "metadata": {
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      "source_location": "L1"
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      "id": "scripts_with_operator_paused",
      "label": "with_operator_paused.sh",
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      "file_type": "code",
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    {
      "id": "scripts_with_operator_paused_on_exit",
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      "file_type": "code",
      "metadata": {
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    {
      "id": "scripts_with_operator_paused_on_signal",
      "label": "on_signal()",
      "_origin": "ast",
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      "file_type": "code",
      "metadata": {
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        "kind": "bash_function"
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      "norm_label": "on_signal()",
      "source_file": "scripts/with_operator_paused.sh",
      "source_location": "L110"
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    {
      "id": "scripts_with_operator_paused_restore",
      "label": "restore()",
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      "file_type": "code",
      "metadata": {
        "language": "bash",
        "kind": "bash_function"
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      "norm_label": "restore()",
      "source_file": "scripts/with_operator_paused.sh",
      "source_location": "L91"
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    {
      "id": "scripts_with_operator_paused_say",
      "label": "say()",
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      "file_type": "code",
      "metadata": {
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      "norm_label": "say()",
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      "id": "scripts_with_operator_paused_sh__entry",
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      "_origin": "ast",
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      "source_file": "scripts/with_operator_paused.sh",
      "source_location": "L1"
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    {
      "id": "scripts_with_operator_paused_usage",
      "label": "usage()",
      "_origin": "ast",
      "community": 111,
      "file_type": "code",
      "metadata": {
        "language": "bash",
        "kind": "bash_function"
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      "norm_label": "usage()",
      "source_file": "scripts/with_operator_paused.sh",
      "source_location": "L54"
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    {
      "id": "connection",
      "label": "Connection",
      "_origin": "ast",
      "community": 112,
      "file_type": "code",
      "norm_label": "connection",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "parrot_index",
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      "_origin": "ast",
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      "file_type": "code",
      "norm_label": "index.py",
      "source_file": "parrot/index.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_index_rationale_1",
      "label": "Read-only search index over the run folders. The case files under data/runs/\u2026",
      "_origin": "ast",
      "community": 112,
      "file_type": "rationale",
      "norm_label": "read-only search index over the run folders. the case files under data/runs/...",
      "source_file": "parrot/index.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_index_rationale_134",
      "label": "Open the index read-only, rebuilding first if any run is newer than it.",
      "_origin": "ast",
      "community": 112,
      "file_type": "rationale",
      "norm_label": "open the index read-only, rebuilding first if any run is newer than it.",
      "source_file": "parrot/index.py",
      "source_location": "L134"
    },
    {
      "id": "parrot_index_rationale_144",
      "label": "FTS query over spans (default) or essay prose. Filters are exact-match.",
      "_origin": "ast",
      "community": 112,
      "file_type": "rationale",
      "norm_label": "fts query over spans (default) or essay prose. filters are exact-match.",
      "source_file": "parrot/index.py",
      "source_location": "L144"
    },
    {
      "id": "parrot_index_rationale_53",
      "label": "Yield one row per exhibit span in a run record: the contradiction matrix, the\u2026",
      "_origin": "ast",
      "community": 112,
      "file_type": "rationale",
      "norm_label": "yield one row per exhibit span in a run record: the contradiction matrix, the...",
      "source_file": "parrot/index.py",
      "source_location": "L53"
    },
    {
      "id": "parrot_index_rationale_80",
      "label": "True when any published audit.json is newer than the index file.",
      "_origin": "ast",
      "community": 112,
      "file_type": "rationale",
      "norm_label": "true when any published audit.json is newer than the index file.",
      "source_file": "parrot/index.py",
      "source_location": "L80"
    },
    {
      "id": "parrot_index_rationale_94",
      "label": "Rebuild data/index.db from scratch (atomic: tmp file then rename).",
      "_origin": "ast",
      "community": 112,
      "file_type": "rationale",
      "norm_label": "rebuild data/index.db from scratch (atomic: tmp file then rename).",
      "source_file": "parrot/index.py",
      "source_location": "L94"
    },
    {
      "id": "parrot_qc_rationale_1046",
      "label": "How many QC rows already exist for this slug+run_id (this cycle's tries).",
      "_origin": "ast",
      "community": 113,
      "file_type": "rationale",
      "norm_label": "how many qc rows already exist for this slug+run_id (this cycle's tries).",
      "source_file": "parrot/qc.py",
      "source_location": "L1046"
    },
    {
      "id": "parrot_qc_rationale_1062",
      "label": "Reusable judge dict if this exact slug+run_id+draft_sha already PASSed under\u2026",
      "_origin": "ast",
      "community": 113,
      "file_type": "rationale",
      "norm_label": "reusable judge dict if this exact slug+run_id+draft_sha already passed under...",
      "source_file": "parrot/qc.py",
      "source_location": "L1062"
    },
    {
      "id": "parrot_qc_rationale_1224",
      "label": "Best-effort mirror of the verdict to #parrot-qc \u2014 never blocks or fails QC.",
      "_origin": "ast",
      "community": 113,
      "file_type": "rationale",
      "norm_label": "best-effort mirror of the verdict to #parrot-qc \u2014 never blocks or fails qc.",
      "source_file": "parrot/qc.py",
      "source_location": "L1224"
    },
    {
      "id": "parrot_qc_rationale_1268",
      "label": "Classify QC findings into BLOCKER vs ADVISORY for the ship gate + desk/strip.",
      "_origin": "ast",
      "community": 113,
      "file_type": "rationale",
      "norm_label": "classify qc findings into blocker vs advisory for the ship gate + desk/strip.",
      "source_file": "parrot/qc.py",
      "source_location": "L1268"
    },
    {
      "id": "parrot_qc_rationale_1320",
      "label": "golive's gate: the CURRENT draft must have a PASS row in the QC ledger.",
      "_origin": "ast",
      "community": 113,
      "file_type": "rationale",
      "norm_label": "golive's gate: the current draft must have a pass row in the qc ledger.",
      "source_file": "parrot/qc.py",
      "source_location": "L1320"
    },
    {
      "id": "parrot_qc_py_path",
      "label": "Path",
      "_origin": "ast",
      "community": 114,
      "file_type": "code",
      "norm_label": "path",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "parrot_qc_rationale_143",
      "label": "Short sha of a voice document, or None if it is missing. The ledger recorded\u2026",
      "_origin": "ast",
      "community": 114,
      "file_type": "rationale",
      "norm_label": "short sha of a voice document, or none if it is missing. the ledger recorded...",
      "source_file": "parrot/qc.py",
      "source_location": "L143"
    },
    {
      "id": "parrot_qc_rationale_167",
      "label": "VOICE.md text from `anchor` up to the nearest following boundary in `stops`.",
      "_origin": "ast",
      "community": 114,
      "file_type": "rationale",
      "norm_label": "voice.md text from `anchor` up to the nearest following boundary in `stops`.",
      "source_file": "parrot/qc.py",
      "source_location": "L167"
    },
    {
      "id": "parrot_qc_rationale_657",
      "label": "The prose of the last _JUDGE_PRIOR_N published pieces (newest first, the piece\u2026",
      "_origin": "ast",
      "community": 114,
      "file_type": "rationale",
      "norm_label": "the prose of the last _judge_prior_n published pieces (newest first, the piece...",
      "source_file": "parrot/qc.py",
      "source_location": "L657"
    },
    {
      "id": "parrot_qc_rationale_76",
      "label": "(text, bytes) of the VOICE index plus the always-on siblings for `surface`\u2026",
      "_origin": "ast",
      "community": 114,
      "file_type": "rationale",
      "norm_label": "(text, bytes) of the voice index plus the always-on siblings for `surface`...",
      "source_file": "parrot/qc.py",
      "source_location": "L76"
    },
    {
      "id": "parrot_qc_rationale_770",
      "label": "Opus judge-of-the-judge on ~20% of passing pieces (deterministic by draft sha).\u2026",
      "_origin": "ast",
      "community": 114,
      "file_type": "rationale",
      "norm_label": "opus judge-of-the-judge on ~20% of passing pieces (deterministic by draft sha)....",
      "source_file": "parrot/qc.py",
      "source_location": "L770"
    },
    {
      "id": "parrot_qc_rationale_807",
      "label": "Independent second opinion in a fresh context. Returns scores or {'error':\u2026",
      "_origin": "ast",
      "community": 114,
      "file_type": "rationale",
      "norm_label": "independent second opinion in a fresh context. returns scores or {'error':...",
      "source_file": "parrot/qc.py",
      "source_location": "L807"
    },
    {
      "id": "scripts_bsky_announce_py_session",
      "label": "Session",
      "_origin": "ast",
      "community": 115,
      "file_type": "code",
      "norm_label": "session",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "scripts_bsky_announce_rationale_1037",
      "label": "Best-effort live search for an existing Bluesky post embedding this exact\u2026",
      "_origin": "ast",
      "community": 115,
      "file_type": "rationale",
      "norm_label": "best-effort live search for an existing bluesky post embedding this exact...",
      "source_file": "scripts/bsky_announce.py",
      "source_location": "L1037"
    },
    {
      "id": "scripts_bsky_announce_rationale_1211",
      "label": "Append the just-posted at:// URI to data/boomerweek.json so tomorrow's post\u2026",
      "_origin": "ast",
      "community": 115,
      "file_type": "rationale",
      "norm_label": "append the just-posted at:// uri to data/boomerweek.json so tomorrow's post...",
      "source_file": "scripts/bsky_announce.py",
      "source_location": "L1211"
    },
    {
      "id": "scripts_bsky_announce_rationale_326",
      "label": "Resolve a Bluesky handle to its DID, cached per-run. Called once per unique\u2026",
      "_origin": "ast",
      "community": 115,
      "file_type": "rationale",
      "norm_label": "resolve a bluesky handle to its did, cached per-run. called once per unique...",
      "source_file": "scripts/bsky_announce.py",
      "source_location": "L326"
    },
    {
      "id": "scripts_bsky_announce_rationale_545",
      "label": "Return a lookup fn: article URL -> chain slug ('' when chainless). Built once\u2026",
      "_origin": "ast",
      "community": 115,
      "file_type": "rationale",
      "norm_label": "return a lookup fn: article url -> chain slug ('' when chainless). built once...",
      "source_file": "scripts/bsky_announce.py",
      "source_location": "L545"
    },
    {
      "id": "scripts_bsky_announce_rationale_963",
      "label": "A second authenticated session for the opportunistic engagement features\u2026",
      "_origin": "ast",
      "community": 115,
      "file_type": "rationale",
      "norm_label": "a second authenticated session for the opportunistic engagement features...",
      "source_file": "scripts/bsky_announce.py",
      "source_location": "L963"
    },
    {
      "id": "scripts_slack_claude_bridge",
      "label": "slack_claude_bridge.py",
      "_origin": "ast",
      "community": 116,
      "file_type": "code",
      "norm_label": "slack_claude_bridge.py",
      "source_file": "scripts/slack_claude_bridge.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_slack_claude_bridge_py_path",
      "label": "Path",
      "_origin": "ast",
      "community": 116,
      "file_type": "code",
      "norm_label": "path",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "scripts_slack_claude_bridge_rationale_2",
      "label": "Slack <-> Claude Code bridge for the DGX. Watches the #dgx-claude channel\u2026",
      "_origin": "ast",
      "community": 116,
      "file_type": "rationale",
      "norm_label": "slack <-> claude code bridge for the dgx. watches the #dgx-claude channel...",
      "source_file": "scripts/slack_claude_bridge.py",
      "source_location": "L2"
    },
    {
      "id": "scripts_slack_claude_bridge_rationale_95",
      "label": "Returns (answer_text, session_id). Raises on hard failure.",
      "_origin": "ast",
      "community": 116,
      "file_type": "rationale",
      "norm_label": "returns (answer_text, session_id). raises on hard failure.",
      "source_file": "scripts/slack_claude_bridge.py",
      "source_location": "L95"
    },
    {
      "id": "scripts_reader_inbox_sweep",
      "label": "reader_inbox_sweep.sh",
      "_origin": "ast",
      "community": 117,
      "file_type": "code",
      "metadata": {
        "language": "bash",
        "kind": "file"
      },
      "norm_label": "reader_inbox_sweep.sh",
      "source_file": "scripts/reader_inbox_sweep.sh",
      "source_location": "L1"
    },
    {
      "id": "scripts_reader_inbox_sweep_sh__entry",
      "label": "reader_inbox_sweep.sh script",
      "_origin": "ast",
      "community": 117,
      "file_type": "code",
      "metadata": {
        "language": "bash",
        "kind": "bash_entrypoint"
      },
      "norm_label": "reader_inbox_sweep.sh script",
      "source_file": "scripts/reader_inbox_sweep.sh",
      "source_location": "L1"
    },
    {
      "id": "functions_api_feeds_build",
      "label": "build.js",
      "_origin": "ast",
      "community": 118,
      "file_type": "code",
      "norm_label": "build.js",
      "source_file": "functions/api/feeds/build.js",
      "source_location": "L1"
    },
    {
      "id": "functions_api_feeds_build_allowed",
      "label": "ALLOWED",
      "_origin": "ast",
      "community": 118,
      "file_type": "code",
      "norm_label": "allowed",
      "source_file": "functions/api/feeds/build.js",
      "source_location": "L9"
    },
    {
      "id": "functions_api_feeds_build_labels",
      "label": "LABELS",
      "_origin": "ast",
      "community": 118,
      "file_type": "code",
      "norm_label": "labels",
      "source_file": "functions/api/feeds/build.js",
      "source_location": "L119"
    },
    {
      "id": "scripts_audience_dashboard",
      "label": "audience_dashboard.py",
      "_origin": "ast",
      "community": 119,
      "file_type": "code",
      "norm_label": "audience_dashboard.py",
      "source_file": "scripts/audience_dashboard.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_audience_dashboard_rationale_2",
      "label": "Audience-funnel dashboard \u2014 regenerable, self-contained HTML. Answers the\u2026",
      "_origin": "ast",
      "community": 119,
      "file_type": "rationale",
      "norm_label": "audience-funnel dashboard \u2014 regenerable, self-contained html. answers the...",
      "source_file": "scripts/audience_dashboard.py",
      "source_location": "L2"
    },
    {
      "id": "scripts_audience_dashboard_rationale_35",
      "label": "Return {YYYY-MM-DD: parsed-json} for every data/metrics/{prefix}-*.json.",
      "_origin": "ast",
      "community": 119,
      "file_type": "rationale",
      "norm_label": "return {yyyy-mm-dd: parsed-json} for every data/metrics/{prefix}-*.json.",
      "source_file": "scripts/audience_dashboard.py",
      "source_location": "L35"
    },
    {
      "id": "scripts_audience_dashboard_rationale_57",
      "label": "From a visits file's visit_kinds, return the funnel. Referrer '' = direct.",
      "_origin": "ast",
      "community": 119,
      "file_type": "rationale",
      "norm_label": "from a visits file's visit_kinds, return the funnel. referrer '' = direct.",
      "source_file": "scripts/audience_dashboard.py",
      "source_location": "L57"
    },
    {
      "id": "scripts_audience_dashboard_rationale_99",
      "label": "Sum real spend + row counts from the cost ledger, grouped by UTC day.",
      "_origin": "ast",
      "community": 119,
      "file_type": "rationale",
      "norm_label": "sum real spend + row counts from the cost ledger, grouped by utc day.",
      "source_file": "scripts/audience_dashboard.py",
      "source_location": "L99"
    },
    {
      "id": "parrot_cartoon",
      "label": "cartoon.py",
      "_origin": "ast",
      "community": 12,
      "file_type": "code",
      "norm_label": "cartoon.py",
      "source_file": "parrot/cartoon.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_cartoon_py_path",
      "label": "Path",
      "_origin": "ast",
      "community": 12,
      "file_type": "code",
      "norm_label": "path",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "parrot_cartoon_qc",
      "label": "cartoon_qc.py",
      "_origin": "ast",
      "community": 12,
      "file_type": "code",
      "norm_label": "cartoon_qc.py",
      "source_file": "parrot/cartoon_qc.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_cartoon_qc_py_path",
      "label": "Path",
      "_origin": "ast",
      "community": 12,
      "file_type": "code",
      "norm_label": "path",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "parrot_cartoon_qc_rationale_1",
      "label": "Cartoon QC \u2014 the quality bar between a rendered Assigned Cartoon and its ledger\u2026",
      "_origin": "ast",
      "community": 12,
      "file_type": "rationale",
      "norm_label": "cartoon qc \u2014 the quality bar between a rendered assigned cartoon and its ledger...",
      "source_file": "parrot/cartoon_qc.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_cartoon_qc_rationale_154",
      "label": "Fresh-context judge over the finished cartoon \u2014 same CLI mechanism as qc.judge,\u2026",
      "_origin": "ast",
      "community": 12,
      "file_type": "rationale",
      "norm_label": "fresh-context judge over the finished cartoon \u2014 same cli mechanism as qc.judge,...",
      "source_file": "parrot/cartoon_qc.py",
      "source_location": "L154"
    },
    {
      "id": "parrot_cartoon_qc_rationale_204",
      "label": "The verdict. Appends one row to the cartoon QC ledger; True only when the\u2026",
      "_origin": "ast",
      "community": 12,
      "file_type": "rationale",
      "norm_label": "the verdict. appends one row to the cartoon qc ledger; true only when the...",
      "source_file": "parrot/cartoon_qc.py",
      "source_location": "L204"
    },
    {
      "id": "parrot_cartoon_qc_rationale_48",
      "label": "The sha a QC verdict is keyed to: caption + pixels + source. Editing any of the\u2026",
      "_origin": "ast",
      "community": 12,
      "file_type": "rationale",
      "norm_label": "the sha a qc verdict is keyed to: caption + pixels + source. editing any of the...",
      "source_file": "parrot/cartoon_qc.py",
      "source_location": "L48"
    },
    {
      "id": "parrot_cartoon_qc_rationale_58",
      "label": "(format, w, h) by header sniff \u2014 stdlib only, no image library needed to prove\u2026",
      "_origin": "ast",
      "community": 12,
      "file_type": "rationale",
      "norm_label": "(format, w, h) by header sniff \u2014 stdlib only, no image library needed to prove...",
      "source_file": "parrot/cartoon_qc.py",
      "source_location": "L58"
    },
    {
      "id": "parrot_cartoon_rationale_1",
      "label": "The Assigned Cartoon \u2014 the desk editor orders a cartoon; the machine complies\u2026",
      "_origin": "ast",
      "community": 12,
      "file_type": "rationale",
      "norm_label": "the assigned cartoon \u2014 the desk editor orders a cartoon; the machine complies...",
      "source_file": "parrot/cartoon.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_cartoon_rationale_131",
      "label": "All published cartoon rows, file (append/chronological) order. Rows only reach\u2026",
      "_origin": "ast",
      "community": 12,
      "file_type": "rationale",
      "norm_label": "all published cartoon rows, file (append/chronological) order. rows only reach...",
      "source_file": "parrot/cartoon.py",
      "source_location": "L131"
    },
    {
      "id": "parrot_cartoon_rationale_153",
      "label": "First existing file among the durable supplied dir and the build img dir.",
      "_origin": "ast",
      "community": 12,
      "file_type": "rationale",
      "norm_label": "first existing file among the durable supplied dir and the build img dir.",
      "source_file": "parrot/cartoon.py",
      "source_location": "L153"
    },
    {
      "id": "parrot_cartoon_rationale_164",
      "label": "Newest ledger row whose source_slug matches. None if the piece has no cartoon.",
      "_origin": "ast",
      "community": 12,
      "file_type": "rationale",
      "norm_label": "newest ledger row whose source_slug matches. none if the piece has no cartoon.",
      "source_file": "parrot/cartoon.py",
      "source_location": "L164"
    },
    {
      "id": "parrot_cartoon_rationale_174",
      "label": "Newest operator-supplied / pin_daily_comic row for the homepage Daily Comic\u2026",
      "_origin": "ast",
      "community": 12,
      "file_type": "rationale",
      "norm_label": "newest operator-supplied / pin_daily_comic row for the homepage daily comic...",
      "source_file": "parrot/cartoon.py",
      "source_location": "L174"
    },
    {
      "id": "parrot_cartoon_rationale_186",
      "label": "The staleness rule for \"latest\" surfaces (the deferred homepage band, any\u2026",
      "_origin": "ast",
      "community": 12,
      "file_type": "rationale",
      "norm_label": "the staleness rule for \"latest\" surfaces (the deferred homepage band, any...",
      "source_file": "parrot/cartoon.py",
      "source_location": "L186"
    },
    {
      "id": "parrot_cartoon_rationale_203",
      "label": "slug -> draft_sha of the LAST QC verdict, PASS rows only (the same ledger\u2026",
      "_origin": "ast",
      "community": 12,
      "file_type": "rationale",
      "norm_label": "slug -> draft_sha of the last qc verdict, pass rows only (the same ledger...",
      "source_file": "parrot/cartoon.py",
      "source_location": "L203"
    },
    {
      "id": "parrot_cartoon_rationale_220",
      "label": "Published runs cleared live (the golive allowlist honored), newest first.",
      "_origin": "ast",
      "community": 12,
      "file_type": "rationale",
      "norm_label": "published runs cleared live (the golive allowlist honored), newest first.",
      "source_file": "parrot/cartoon.py",
      "source_location": "L220"
    },
    {
      "id": "parrot_cartoon_rationale_230",
      "label": "The CEO rule, encoded: a cartoonable finding is CONCRETE (>=2 verbatim spans\u2026",
      "_origin": "ast",
      "community": 12,
      "file_type": "rationale",
      "norm_label": "the ceo rule, encoded: a cartoonable finding is concrete (>=2 verbatim spans...",
      "source_file": "parrot/cartoon.py",
      "source_location": "L230"
    },
    {
      "id": "parrot_cartoon_rationale_257",
      "label": "The newest live, QC-passed piece (current draft sha) inside the source window\u2026",
      "_origin": "ast",
      "community": 12,
      "file_type": "rationale",
      "norm_label": "the newest live, qc-passed piece (current draft sha) inside the source window...",
      "source_file": "parrot/cartoon.py",
      "source_location": "L257"
    },
    {
      "id": "parrot_cartoon_rationale_287",
      "label": "Headless `claude -p` returning the first JSON object in its output \u2014 the same\u2026",
      "_origin": "ast",
      "community": 12,
      "file_type": "rationale",
      "norm_label": "headless `claude -p` returning the first json object in its output \u2014 the same...",
      "source_file": "parrot/cartoon.py",
      "source_location": "L287"
    },
    {
      "id": "parrot_cartoon_rationale_331",
      "label": "Concept + alt + caption for the finding, via the claude CLI (see the module\u2026",
      "_origin": "ast",
      "community": 12,
      "file_type": "rationale",
      "norm_label": "concept + alt + caption for the finding, via the claude cli (see the module...",
      "source_file": "parrot/cartoon.py",
      "source_location": "L331"
    },
    {
      "id": "parrot_cartoon_rationale_384",
      "label": "The mandated (width, height) for a Daily Cartoon frame.",
      "_origin": "ast",
      "community": 12,
      "file_type": "rationale",
      "norm_label": "the mandated (width, height) for a daily cartoon frame.",
      "source_file": "parrot/cartoon.py",
      "source_location": "L384"
    },
    {
      "id": "parrot_cartoon_rationale_401",
      "label": "Fit `src` onto the mandated canvas and write it to `dst` (default: in place).\u2026",
      "_origin": "ast",
      "community": 12,
      "file_type": "rationale",
      "norm_label": "fit `src` onto the mandated canvas and write it to `dst` (default: in place)....",
      "source_file": "parrot/cartoon.py",
      "source_location": "L401"
    },
    {
      "id": "parrot_cartoon_rationale_446",
      "label": "The render prompt: concept + the baked house style + the ratified hard rules.",
      "_origin": "ast",
      "community": 12,
      "file_type": "rationale",
      "norm_label": "the render prompt: concept + the baked house style + the ratified hard rules.",
      "source_file": "parrot/cartoon.py",
      "source_location": "L446"
    },
    {
      "id": "parrot_cartoon_rationale_452",
      "label": "Render the cartoon PNG. Three rails, in override order: 1.\u2026",
      "_origin": "ast",
      "community": 12,
      "file_type": "rationale",
      "norm_label": "render the cartoon png. three rails, in override order: 1....",
      "source_file": "parrot/cartoon.py",
      "source_location": "L452"
    },
    {
      "id": "parrot_cartoon_rationale_494",
      "label": "All cartoon ledger rows (oldest first). Missing file \u2192 [].",
      "_origin": "ast",
      "community": 12,
      "file_type": "rationale",
      "norm_label": "all cartoon ledger rows (oldest first). missing file \u2192 [].",
      "source_file": "parrot/cartoon.py",
      "source_location": "L494"
    },
    {
      "id": "parrot_cartoon_rationale_510",
      "label": "One day's assignment, end to end. ALWAYS returns 0 \u2014 every failure mode logs\u2026",
      "_origin": "ast",
      "community": 12,
      "file_type": "rationale",
      "norm_label": "one day's assignment, end to end. always returns 0 \u2014 every failure mode logs...",
      "source_file": "parrot/cartoon.py",
      "source_location": "L510"
    },
    {
      "id": "parrot_cartoon_rationale_565",
      "label": "Operator-supplied lettered panel: copy the asset, append a ledger row, skip QC.\u2026",
      "_origin": "ast",
      "community": 12,
      "file_type": "rationale",
      "norm_label": "operator-supplied lettered panel: copy the asset, append a ledger row, skip qc....",
      "source_file": "parrot/cartoon.py",
      "source_location": "L565"
    },
    {
      "id": "parrot_sitegen_rationale_5484",
      "label": "Insert operator-supplied lettered panel ~mid article body, never as hero. True\u2026",
      "_origin": "ast",
      "community": 12,
      "file_type": "rationale",
      "norm_label": "insert operator-supplied lettered panel ~mid article body, never as hero. true...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L5484"
    },
    {
      "id": "parrot_sitegen_rationale_5554",
      "label": "Lettered operator-supplied panel, mid-article \u2014 never the hero. The house hero\u2026",
      "_origin": "ast",
      "community": 12,
      "file_type": "rationale",
      "norm_label": "lettered operator-supplied panel, mid-article \u2014 never the hero. the house hero...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L5554"
    },
    {
      "id": "parrot_sitegen_rationale_5747",
      "label": "Carry durable supplied plates into the build tree's /cartoons/img/.",
      "_origin": "ast",
      "community": 12,
      "file_type": "rationale",
      "norm_label": "carry durable supplied plates into the build tree's /cartoons/img/.",
      "source_file": "parrot/sitegen.py",
      "source_location": "L5747"
    },
    {
      "id": "scripts_overview_enqueue_policy",
      "label": "overview_enqueue_policy.py",
      "_origin": "ast",
      "community": 120,
      "file_type": "code",
      "norm_label": "overview_enqueue_policy.py",
      "source_file": "scripts/overview_enqueue_policy.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_overview_enqueue_policy_py_any",
      "label": "Any",
      "_origin": "ast",
      "community": 120,
      "file_type": "code",
      "norm_label": "any",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "scripts_overview_enqueue_policy_rationale_158",
      "label": "Return (content_type, desk) preferring explicit CLI over meta.",
      "_origin": "ast",
      "community": 120,
      "file_type": "rationale",
      "norm_label": "return (content_type, desk) preferring explicit cli over meta.",
      "source_file": "scripts/overview_enqueue_policy.py",
      "source_location": "L158"
    },
    {
      "id": "scripts_overview_enqueue_policy_rationale_178",
      "label": "Return whether slug should be enqueued for Overview. force=True bypasses out-\u2026",
      "_origin": "ast",
      "community": 120,
      "file_type": "rationale",
      "norm_label": "return whether slug should be enqueued for overview. force=true bypasses out-...",
      "source_file": "scripts/overview_enqueue_policy.py",
      "source_location": "L178"
    },
    {
      "id": "scripts_overview_enqueue_policy_rationale_2",
      "label": "T3 enqueue policy \u2014 skip cartoons + explicit out-list; fail-open callers.\u2026",
      "_origin": "ast",
      "community": 120,
      "file_type": "rationale",
      "norm_label": "t3 enqueue policy \u2014 skip cartoons + explicit out-list; fail-open callers....",
      "source_file": "scripts/overview_enqueue_policy.py",
      "source_location": "L2"
    },
    {
      "id": "betaanalyticsdataclient",
      "label": "BetaAnalyticsDataClient",
      "_origin": "ast",
      "community": 121,
      "file_type": "code",
      "norm_label": "betaanalyticsdataclient",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "scripts_ga4_real_readers",
      "label": "ga4_real_readers.py",
      "_origin": "ast",
      "community": 121,
      "file_type": "code",
      "norm_label": "ga4_real_readers.py",
      "source_file": "scripts/ga4_real_readers.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_graph_pulse_inject",
      "label": "graph_pulse_inject.py",
      "_origin": "ast",
      "community": 121,
      "file_type": "code",
      "norm_label": "graph_pulse_inject.py",
      "source_file": "scripts/graph_pulse_inject.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_ga4_real_readers_rationale_2",
      "label": "Real-reader estimate from GA4 city-level engagement data. WHY THIS EXISTS\u2026",
      "_origin": "ast",
      "community": 121,
      "file_type": "rationale",
      "norm_label": "real-reader estimate from ga4 city-level engagement data. why this exists...",
      "source_file": "scripts/ga4_real_readers.py",
      "source_location": "L2"
    },
    {
      "id": "scripts_ga4_real_readers_rationale_59",
      "label": "Run the city x engagement-time report for the last `days` days (today included).",
      "_origin": "ast",
      "community": 121,
      "file_type": "rationale",
      "norm_label": "run the city x engagement-time report for the last `days` days (today included).",
      "source_file": "scripts/ga4_real_readers.py",
      "source_location": "L59"
    },
    {
      "id": "scripts_graph_pulse_inject_rationale_1",
      "label": "Append (or replace) the Brain heartbeat listener in data/graph/graph.html.\u2026",
      "_origin": "ast",
      "community": 121,
      "file_type": "rationale",
      "norm_label": "append (or replace) the brain heartbeat listener in data/graph/graph.html....",
      "source_file": "scripts/graph_pulse_inject.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_terms_watch",
      "label": "terms_watch.py",
      "_origin": "ast",
      "community": 122,
      "file_type": "code",
      "norm_label": "terms_watch.py",
      "source_file": "scripts/terms_watch.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_terms_watch_rationale_101",
      "label": "Read the live document. Returns a result dict; never raises.",
      "_origin": "ast",
      "community": 122,
      "file_type": "rationale",
      "norm_label": "read the live document. returns a result dict; never raises.",
      "source_file": "scripts/terms_watch.py",
      "source_location": "L101"
    },
    {
      "id": "scripts_terms_watch_rationale_2",
      "label": "Terms Watch \u2014 re-check the vendor contracts the desk has published claims\u2026",
      "_origin": "ast",
      "community": 122,
      "file_type": "rationale",
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      "source_file": "scripts/terms_watch.py",
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    },
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      "id": "scripts_terms_watch_rationale_64",
      "label": "Collapse a document to a comparable form: NFKC, unified punctuation, one space.\u2026",
      "_origin": "ast",
      "community": 122,
      "file_type": "rationale",
      "norm_label": "collapse a document to a comparable form: nfkc, unified punctuation, one space....",
      "source_file": "scripts/terms_watch.py",
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      "label": "First effective/updated date in the document, ISO-normalized, or ''.",
      "_origin": "ast",
      "community": 122,
      "file_type": "rationale",
      "norm_label": "first effective/updated date in the document, iso-normalized, or ''.",
      "source_file": "scripts/terms_watch.py",
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      "file_type": "code",
      "norm_label": "beacon.js",
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      "file_type": "code",
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      "file_type": "code",
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      "file_type": "code",
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      "community": 124,
      "file_type": "code",
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      "_origin": "ast",
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      "file_type": "code",
      "norm_label": "path",
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      "source_location": ""
    },
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      "label": "boomercard.py \u2014 the Boomer Week verdict card (1200x630). Boomer Week pieces are\u2026",
      "_origin": "ast",
      "community": 125,
      "file_type": "rationale",
      "norm_label": "boomercard.py \u2014 the boomer week verdict card (1200x630). boomer week pieces are...",
      "source_file": "parrot/boomercard.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_boomercard_rationale_154",
      "label": "Render the verdict card to PNG at 1200x630 (same Chromium path as\u2026",
      "_origin": "ast",
      "community": 125,
      "file_type": "rationale",
      "norm_label": "render the verdict card to png at 1200x630 (same chromium path as...",
      "source_file": "parrot/boomercard.py",
      "source_location": "L154"
    },
    {
      "id": "parrot_boomercard_rationale_46",
      "label": "The program entry for a slug ({day, title, question, label}), or None if the\u2026",
      "_origin": "ast",
      "community": 125,
      "file_type": "rationale",
      "norm_label": "the program entry for a slug ({day, title, question, label}), or none if the...",
      "source_file": "parrot/boomercard.py",
      "source_location": "L46"
    },
    {
      "id": "parrot_boomercard_rationale_58",
      "label": "The stamp the piece put on itself (\u2500\u2500 THE VERDICT: X \u2500\u2500), from its draft text.",
      "_origin": "ast",
      "community": 125,
      "file_type": "rationale",
      "norm_label": "the stamp the piece put on itself (\u2500\u2500 the verdict: x \u2500\u2500), from its draft text.",
      "source_file": "parrot/boomercard.py",
      "source_location": "L58"
    },
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      "id": "parrot_markets",
      "label": "markets.py",
      "_origin": "ast",
      "community": 126,
      "file_type": "code",
      "norm_label": "markets.py",
      "source_file": "parrot/markets.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_markets_rationale_1",
      "label": "parrot.markets \u2014 The Tape: what the betting markets say about the desk's\u2026",
      "_origin": "ast",
      "community": 126,
      "file_type": "rationale",
      "norm_label": "parrot.markets \u2014 the tape: what the betting markets say about the desk's...",
      "source_file": "parrot/markets.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_markets_rationale_111",
      "label": "Compare against the oldest history row for this market within 20-28h.",
      "_origin": "ast",
      "community": 126,
      "file_type": "rationale",
      "norm_label": "compare against the oldest history row for this market within 20-28h.",
      "source_file": "parrot/markets.py",
      "source_location": "L111"
    },
    {
      "id": "parrot_markets_rationale_49",
      "label": "One Gamma event by slug \u2192 normalized market rows (one per sub-market).",
      "_origin": "ast",
      "community": 126,
      "file_type": "rationale",
      "norm_label": "one gamma event by slug \u2192 normalized market rows (one per sub-market).",
      "source_file": "parrot/markets.py",
      "source_location": "L49"
    },
    {
      "id": "parrot_markets_rationale_82",
      "label": "One Kalshi event (nested markets) \u2192 normalized rows. Prices are cents.",
      "_origin": "ast",
      "community": 126,
      "file_type": "rationale",
      "norm_label": "one kalshi event (nested markets) \u2192 normalized rows. prices are cents.",
      "source_file": "parrot/markets.py",
      "source_location": "L82"
    },
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      "id": "parrot_nodes_n12_curate",
      "label": "n12_curate.py",
      "_origin": "ast",
      "community": 127,
      "file_type": "code",
      "norm_label": "n12_curate.py",
      "source_file": "parrot/nodes/n12_curate.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_nodes_n12_curate_rationale_1",
      "label": "N12 \u2014 front-page curation (editorial judgment). The site's front-page editor.\u2026",
      "_origin": "ast",
      "community": 127,
      "file_type": "rationale",
      "norm_label": "n12 \u2014 front-page curation (editorial judgment). the site's front-page editor....",
      "source_file": "parrot/nodes/n12_curate.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_nodes_n12_curate_rationale_148",
      "label": "Load published runs, decide, persist the decision for sitegen, and return it.",
      "_origin": "ast",
      "community": 127,
      "file_type": "rationale",
      "norm_label": "load published runs, decide, persist the decision for sitegen, and return it.",
      "source_file": "parrot/nodes/n12_curate.py",
      "source_location": "L148"
    },
    {
      "id": "parrot_nodes_n12_curate_rationale_51",
      "label": "Compact, model-facing summary of each published audit (newest first).",
      "_origin": "ast",
      "community": 127,
      "file_type": "rationale",
      "norm_label": "compact, model-facing summary of each published audit (newest first).",
      "source_file": "parrot/nodes/n12_curate.py",
      "source_location": "L51"
    },
    {
      "id": "parrot_nodes_n12_curate_rationale_74",
      "label": "Coerce a raw editor decision into a valid split that is TOTAL over the\u2026",
      "_origin": "ast",
      "community": 127,
      "file_type": "rationale",
      "norm_label": "coerce a raw editor decision into a valid split that is total over the...",
      "source_file": "parrot/nodes/n12_curate.py",
      "source_location": "L74"
    },
    {
      "id": "parrot_nodes_n12_curate_rationale_99",
      "label": "Return a normalized curation decision dict: lead / featured / archived /\u2026",
      "_origin": "ast",
      "community": 127,
      "file_type": "rationale",
      "norm_label": "return a normalized curation decision dict: lead / featured / archived /...",
      "source_file": "parrot/nodes/n12_curate.py",
      "source_location": "L99"
    },
    {
      "id": "parrot_qc_rationale_1369",
      "label": "Every parseable ledger row, oldest first. A corrupt line is skipped, never\u2026",
      "_origin": "ast",
      "community": 128,
      "file_type": "rationale",
      "norm_label": "every parseable ledger row, oldest first. a corrupt line is skipped, never...",
      "source_file": "parrot/qc.py",
      "source_location": "L1369"
    },
    {
      "id": "parrot_qc_rationale_1386",
      "label": "True once claim_index.py has indexed at least one figure's hard contradiction.\u2026",
      "_origin": "ast",
      "community": 128,
      "file_type": "rationale",
      "norm_label": "true once claim_index.py has indexed at least one figure's hard contradiction....",
      "source_file": "parrot/qc.py",
      "source_location": "L1386"
    },
    {
      "id": "parrot_qc_rationale_1407",
      "label": "(forms spent across the last `window` pieces newest-first, forms available\u2026",
      "_origin": "ast",
      "community": 128,
      "file_type": "rationale",
      "norm_label": "(forms spent across the last `window` pieces newest-first, forms available...",
      "source_file": "parrot/qc.py",
      "source_location": "L1407"
    },
    {
      "id": "parrot_qc_rationale_1441",
      "label": "The last `n` DISTINCT pieces' spent devices, newest first. One entry per slug\u2026",
      "_origin": "ast",
      "community": 128,
      "file_type": "rationale",
      "norm_label": "the last `n` distinct pieces' spent devices, newest first. one entry per slug...",
      "source_file": "parrot/qc.py",
      "source_location": "L1441"
    },
    {
      "id": "parrot_qc_rationale_1467",
      "label": "(idioms already spent, pieces since the last one fired). VOICE.md calls the\u2026",
      "_origin": "ast",
      "community": 128,
      "file_type": "rationale",
      "norm_label": "(idioms already spent, pieces since the last one fired). voice.md calls the...",
      "source_file": "parrot/qc.py",
      "source_location": "L1467"
    },
    {
      "id": "parrot_qc_rationale_1498",
      "label": "The forbidden-device list, rendered for the writer's prompt. Empty string when\u2026",
      "_origin": "ast",
      "community": 128,
      "file_type": "rationale",
      "norm_label": "the forbidden-device list, rendered for the writer's prompt. empty string when...",
      "source_file": "parrot/qc.py",
      "source_location": "L1498"
    },
    {
      "id": "scripts_bsky_announce_rationale_1067",
      "label": "Quote-post the outlet's own coverage via bsky_post.py, same as the main\u2026",
      "_origin": "ast",
      "community": 129,
      "file_type": "rationale",
      "norm_label": "quote-post the outlet's own coverage via bsky_post.py, same as the main...",
      "source_file": "scripts/bsky_announce.py",
      "source_location": "L1067"
    },
    {
      "id": "scripts_bsky_announce_rationale_1142",
      "label": "Source UTM (CEO directive 2026-07-22): tag the post-text link so bsky.app\u2026",
      "_origin": "ast",
      "community": 129,
      "file_type": "rationale",
      "norm_label": "source utm (ceo directive 2026-07-22): tag the post-text link so bsky.app...",
      "source_file": "scripts/bsky_announce.py",
      "source_location": "L1142"
    },
    {
      "id": "scripts_bsky_announce_rationale_1166",
      "label": "Boomer Week (Mike, 2026-09-04): the week's pieces post as ONE Bluesky thread, a\u2026",
      "_origin": "ast",
      "community": 129,
      "file_type": "rationale",
      "norm_label": "boomer week (mike, 2026-09-04): the week's pieces post as one bluesky thread, a...",
      "source_file": "scripts/bsky_announce.py",
      "source_location": "L1166"
    },
    {
      "id": "scripts_bsky_announce_rationale_812",
      "label": "MSNBC -> MS NOW; drop the retired hashtag outright.",
      "_origin": "ast",
      "community": 129,
      "file_type": "rationale",
      "norm_label": "msnbc -> ms now; drop the retired hashtag outright.",
      "source_file": "scripts/bsky_announce.py",
      "source_location": "L812"
    },
    {
      "id": "scripts_bsky_announce_rationale_819",
      "label": "Trim `text` to <= limit chars at a word boundary, ending in the house ellipsis.\u2026",
      "_origin": "ast",
      "community": 129,
      "file_type": "rationale",
      "norm_label": "trim `text` to <= limit chars at a word boundary, ending in the house ellipsis....",
      "source_file": "scripts/bsky_announce.py",
      "source_location": "L819"
    },
    {
      "id": "parrot_nodes_n9_publish",
      "label": "n9_publish.py",
      "_origin": "ast",
      "community": 13,
      "file_type": "code",
      "norm_label": "n9_publish.py",
      "source_file": "parrot/nodes/n9_publish.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_tollbit",
      "label": "tollbit.py",
      "_origin": "ast",
      "community": 13,
      "file_type": "code",
      "norm_label": "tollbit.py",
      "source_file": "parrot/tollbit.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_tollbit_py_runtimeerror",
      "label": "RuntimeError",
      "_origin": "ast",
      "community": 13,
      "file_type": "code",
      "norm_label": "runtimeerror",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "scripts_t0_parrot_media_r2_check",
      "label": "t0_parrot_media_r2_check.py",
      "_origin": "ast",
      "community": 13,
      "file_type": "code",
      "norm_label": "t0_parrot_media_r2_check.py",
      "source_file": "scripts/t0_parrot_media_r2_check.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_t0_parrot_media_r2_check_py_namespace",
      "label": "Namespace",
      "_origin": "ast",
      "community": 13,
      "file_type": "code",
      "norm_label": "namespace",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "scripts_t0_parrot_media_r2_check_py_path",
      "label": "Path",
      "_origin": "ast",
      "community": 13,
      "file_type": "code",
      "norm_label": "path",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "parrot_nodes_n9_publish_rationale_1",
      "label": "N9 \u2014 publish draft (deterministic). Ghost Admin API -> create post with\u2026",
      "_origin": "ast",
      "community": 13,
      "file_type": "rationale",
      "norm_label": "n9 \u2014 publish draft (deterministic). ghost admin api -> create post with...",
      "source_file": "parrot/nodes/n9_publish.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_nodes_n9_publish_rationale_32",
      "label": "Ghost Admin API token: HS256 JWT, kid=key id, secret = hex-decoded key secret.",
      "_origin": "ast",
      "community": 13,
      "file_type": "rationale",
      "norm_label": "ghost admin api token: hs256 jwt, kid=key id, secret = hex-decoded key secret.",
      "source_file": "parrot/nodes/n9_publish.py",
      "source_location": "L32"
    },
    {
      "id": "parrot_nodes_n9_publish_rationale_58",
      "label": "Create a Ghost draft (or a local draft). Returns (draft_id, draft_url). Ghost\u2026",
      "_origin": "ast",
      "community": 13,
      "file_type": "rationale",
      "norm_label": "create a ghost draft (or a local draft). returns (draft_id, draft_url). ghost...",
      "source_file": "parrot/nodes/n9_publish.py",
      "source_location": "L58"
    },
    {
      "id": "parrot_nodes_n9_publish_rationale_94",
      "label": "Flip a Ghost post's status (used by the human gate: draft -> published).\u2026",
      "_origin": "ast",
      "community": 13,
      "file_type": "rationale",
      "norm_label": "flip a ghost post's status (used by the human gate: draft -> published)....",
      "source_file": "parrot/nodes/n9_publish.py",
      "source_location": "L94"
    },
    {
      "id": "parrot_tollbit_rationale_1",
      "label": "TollBit ingest fallback \u2014 sanctioned, paid, per-article access to opted-in\u2026",
      "_origin": "ast",
      "community": 13,
      "file_type": "rationale",
      "norm_label": "tollbit ingest fallback \u2014 sanctioned, paid, per-article access to opted-in...",
      "source_file": "parrot/tollbit.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_tollbit_rationale_116",
      "label": "Cheapest priceMicros among rate options matching license_type (or any if none\u2026",
      "_origin": "ast",
      "community": 13,
      "file_type": "rationale",
      "norm_label": "cheapest pricemicros among rate options matching license_type (or any if none...",
      "source_file": "parrot/tollbit.py",
      "source_location": "L116"
    },
    {
      "id": "parrot_tollbit_rationale_135",
      "label": "Buy and return one article's body through TollBit, honoring a hard price cap.\u2026",
      "_origin": "ast",
      "community": 13,
      "file_type": "rationale",
      "norm_label": "buy and return one article's body through tollbit, honoring a hard price cap....",
      "source_file": "parrot/tollbit.py",
      "source_location": "L135"
    },
    {
      "id": "parrot_tollbit_rationale_62",
      "label": "A configuration, price-cap, or API failure. Never raised on a clean no-op.",
      "_origin": "ast",
      "community": 13,
      "file_type": "rationale",
      "norm_label": "a configuration, price-cap, or api failure. never raised on a clean no-op.",
      "source_file": "parrot/tollbit.py",
      "source_location": "L62"
    },
    {
      "id": "parrot_tollbit_rationale_76",
      "label": "True only if a key AND an AgentID are present. Guard every call site with this.",
      "_origin": "ast",
      "community": 13,
      "file_type": "rationale",
      "norm_label": "true only if a key and an agentid are present. guard every call site with this.",
      "source_file": "parrot/tollbit.py",
      "source_location": "L76"
    },
    {
      "id": "parrot_tollbit_rationale_86",
      "label": "The content lives at the token's audience host; decode the JWT `aud` claim to\u2026",
      "_origin": "ast",
      "community": 13,
      "file_type": "rationale",
      "norm_label": "the content lives at the token's audience host; decode the jwt `aud` claim to...",
      "source_file": "parrot/tollbit.py",
      "source_location": "L86"
    },
    {
      "id": "parrot_tollbit_rationale_96",
      "label": "Return TollBit's rate options for `url`. Spends nothing. [] if not configured.",
      "_origin": "ast",
      "community": 13,
      "file_type": "rationale",
      "norm_label": "return tollbit's rate options for `url`. spends nothing. [] if not configured.",
      "source_file": "parrot/tollbit.py",
      "source_location": "L96"
    },
    {
      "id": "scripts_t0_parrot_media_r2_check_rationale_105",
      "label": "Prefer repo node_modules wrangler, then PATH.",
      "_origin": "ast",
      "community": 13,
      "file_type": "rationale",
      "norm_label": "prefer repo node_modules wrangler, then path.",
      "source_file": "scripts/t0_parrot_media_r2_check.py",
      "source_location": "L105"
    },
    {
      "id": "scripts_t0_parrot_media_r2_check_rationale_118",
      "label": "If Node 22 bins exist on DGX-style paths, prepend PATH (no-op if absent).",
      "_origin": "ast",
      "community": 13,
      "file_type": "rationale",
      "norm_label": "if node 22 bins exist on dgx-style paths, prepend path (no-op if absent).",
      "source_file": "scripts/t0_parrot_media_r2_check.py",
      "source_location": "L118"
    },
    {
      "id": "scripts_t0_parrot_media_r2_check_rationale_131",
      "label": "Return (backend, reason). backend None \u2192 NEED_DGX_CREDS.",
      "_origin": "ast",
      "community": 13,
      "file_type": "rationale",
      "norm_label": "return (backend, reason). backend none \u2192 need_dgx_creds.",
      "source_file": "scripts/t0_parrot_media_r2_check.py",
      "source_location": "L131"
    },
    {
      "id": "scripts_t0_parrot_media_r2_check_rationale_2",
      "label": "T0 \u2014 parrot-media R2 write + public-read probe (creds check only). P1.5 T0\u2026",
      "_origin": "ast",
      "community": 13,
      "file_type": "rationale",
      "norm_label": "t0 \u2014 parrot-media r2 write + public-read probe (creds check only). p1.5 t0...",
      "source_file": "scripts/t0_parrot_media_r2_check.py",
      "source_location": "L2"
    },
    {
      "id": "scripts_t0_parrot_media_r2_check_rationale_287",
      "label": "Return (full_url, host, path).",
      "_origin": "ast",
      "community": 13,
      "file_type": "rationale",
      "norm_label": "return (full_url, host, path).",
      "source_file": "scripts/t0_parrot_media_r2_check.py",
      "source_location": "L287"
    },
    {
      "id": "scripts_t0_parrot_media_r2_check_rationale_59",
      "label": "Merge parrot-operator.env into env (setdefault \u2014 process env wins). Never log\u2026",
      "_origin": "ast",
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      "file_type": "rationale",
      "norm_label": "true when the glm coding plan's trailing-7d credit window is at or over its...",
      "source_file": "scripts/cloud_writer.py",
      "source_location": "L206"
    },
    {
      "id": "scripts_cloud_writer_rationale_224",
      "label": "Trailing-7d GLM credits as a fraction of the tier ceiling. Fails OPEN (0.0): a\u2026",
      "_origin": "ast",
      "community": 15,
      "file_type": "rationale",
      "norm_label": "trailing-7d glm credits as a fraction of the tier ceiling. fails open (0.0): a...",
      "source_file": "scripts/cloud_writer.py",
      "source_location": "L224"
    },
    {
      "id": "scripts_cloud_writer_rationale_252",
      "label": "Quota-aware pen routing (Mike, 2026-09-13, \"option 1\"). Draft on GLM while the\u2026",
      "_origin": "ast",
      "community": 15,
      "file_type": "rationale",
      "norm_label": "quota-aware pen routing (mike, 2026-09-13, \"option 1\"). draft on glm while the...",
      "source_file": "scripts/cloud_writer.py",
      "source_location": "L252"
    },
    {
      "id": "scripts_cloud_writer_rationale_326",
      "label": "The model the CLI ACTUALLY billed, from its own envelope. `--model sonnet` is\u2026",
      "_origin": "ast",
      "community": 15,
      "file_type": "rationale",
      "norm_label": "the model the cli actually billed, from its own envelope. `--model sonnet` is...",
      "source_file": "scripts/cloud_writer.py",
      "source_location": "L326"
    },
    {
      "id": "scripts_cloud_writer_rationale_404",
      "label": "True when the CLI's `result` is a plan-limit banner, not a draft.",
      "_origin": "ast",
      "community": 15,
      "file_type": "rationale",
      "norm_label": "true when the cli's `result` is a plan-limit banner, not a draft.",
      "source_file": "scripts/cloud_writer.py",
      "source_location": "L404"
    },
    {
      "id": "scripts_cloud_writer_rationale_410",
      "label": "One CLI turn on the Max plan. Returns (text, envelope, notional_cost).",
      "_origin": "ast",
      "community": 15,
      "file_type": "rationale",
      "norm_label": "one cli turn on the max plan. returns (text, envelope, notional_cost).",
      "source_file": "scripts/cloud_writer.py",
      "source_location": "L410"
    },
    {
      "id": "scripts_cloud_writer_rationale_454",
      "label": "One writer turn on the DeepSeek API \u2014 REAL metered dollars, never the Max plan.",
      "_origin": "ast",
      "community": 15,
      "file_type": "rationale",
      "norm_label": "one writer turn on the deepseek api \u2014 real metered dollars, never the max plan.",
      "source_file": "scripts/cloud_writer.py",
      "source_location": "L454"
    },
    {
      "id": "scripts_cloud_writer_rationale_537",
      "label": "Per-model credits (parrot/glmrates.py); the old flat glm-5.3 rates only if that\u2026",
      "_origin": "ast",
      "community": 15,
      "file_type": "rationale",
      "norm_label": "per-model credits (parrot/glmrates.py); the old flat glm-5.3 rates only if that...",
      "source_file": "scripts/cloud_writer.py",
      "source_location": "L537"
    },
    {
      "id": "scripts_cloud_writer_rationale_549",
      "label": "One writer turn on GLM via Z.ai's Anthropic-compatible endpoint. Returns\u2026",
      "_origin": "ast",
      "community": 15,
      "file_type": "rationale",
      "norm_label": "one writer turn on glm via z.ai's anthropic-compatible endpoint. returns...",
      "source_file": "scripts/cloud_writer.py",
      "source_location": "L549"
    },
    {
      "id": "scripts_cloud_writer_rationale_604",
      "label": "Drop a trailing \u2500\u2500 READ \u2500\u2500 block the exemplar cap cut in half. The last thing\u2026",
      "_origin": "ast",
      "community": 15,
      "file_type": "rationale",
      "norm_label": "drop a trailing \u2500\u2500 read \u2500\u2500 block the exemplar cap cut in half. the last thing...",
      "source_file": "scripts/cloud_writer.py",
      "source_location": "L604"
    },
    {
      "id": "scripts_cloud_writer_rationale_614",
      "label": "run_id -> best recorded `comic` score from qc_ledger.jsonl (PASS or FAIL rows\u2026",
      "_origin": "ast",
      "community": 15,
      "file_type": "rationale",
      "norm_label": "run_id -> best recorded `comic` score from qc_ledger.jsonl (pass or fail rows...",
      "source_file": "scripts/cloud_writer.py",
      "source_location": "L614"
    },
    {
      "id": "scripts_cloud_writer_rationale_637",
      "label": "The format skeleton the writer must match -- preferring, among recent well-\u2026",
      "_origin": "ast",
      "community": 15,
      "file_type": "rationale",
      "norm_label": "the format skeleton the writer must match -- preferring, among recent well-...",
      "source_file": "scripts/cloud_writer.py",
      "source_location": "L637"
    },
    {
      "id": "scripts_cloud_writer_rationale_73",
      "label": "Child env for the CLI: Max OAuth in, every brain-switch/API var out.",
      "_origin": "ast",
      "community": 15,
      "file_type": "rationale",
      "norm_label": "child env for the cli: max oauth in, every brain-switch/api var out.",
      "source_file": "scripts/cloud_writer.py",
      "source_location": "L73"
    },
    {
      "id": "scripts_cloud_writer_rationale_745",
      "label": "The SOURCES appendix is derived data \u2014 the frozen corpus is the source of truth\u2026",
      "_origin": "ast",
      "community": 15,
      "file_type": "rationale",
      "norm_label": "the sources appendix is derived data \u2014 the frozen corpus is the source of truth...",
      "source_file": "scripts/cloud_writer.py",
      "source_location": "L745"
    },
    {
      "id": "scripts_cloud_writer_rationale_762",
      "label": "Give `motive:`, `innocent:` and `confidence:` back their own row when the pen\u2026",
      "_origin": "ast",
      "community": 15,
      "file_type": "rationale",
      "norm_label": "give `motive:`, `innocent:` and `confidence:` back their own row when the pen...",
      "source_file": "scripts/cloud_writer.py",
      "source_location": "L762"
    },
    {
      "id": "scripts_cloud_writer_rationale_798",
      "label": "Turn a validation failure into a corrective directive for the retry. The\u2026",
      "_origin": "ast",
      "community": 15,
      "file_type": "rationale",
      "norm_label": "turn a validation failure into a corrective directive for the retry. the...",
      "source_file": "scripts/cloud_writer.py",
      "source_location": "L798"
    },
    {
      "id": "scripts_cloud_writer_rationale_830",
      "label": "Archive a double-failed draft so the failure class is diagnosable. rc=4 has run\u2026",
      "_origin": "ast",
      "community": 15,
      "file_type": "rationale",
      "norm_label": "archive a double-failed draft so the failure class is diagnosable. rc=4 has run...",
      "source_file": "scripts/cloud_writer.py",
      "source_location": "L830"
    },
    {
      "id": "scripts_cloud_writer_rationale_90",
      "label": "(today, this-calendar-month) notional spend across writer-plane ledger rows.",
      "_origin": "ast",
      "community": 15,
      "file_type": "rationale",
      "norm_label": "(today, this-calendar-month) notional spend across writer-plane ledger rows.",
      "source_file": "scripts/cloud_writer.py",
      "source_location": "L90"
    },
    {
      "id": "scripts_social_announce_rationale_165",
      "label": "The desk's actual headline for a piece \u2014 the ~83-char colon form.\u2026",
      "_origin": "ast",
      "community": 150,
      "file_type": "rationale",
      "norm_label": "the desk's actual headline for a piece \u2014 the ~83-char colon form....",
      "source_file": "scripts/social_announce.py",
      "source_location": "L165"
    },
    {
      "id": "scripts_social_announce_rationale_193",
      "label": "Per-channel copy. Short, flat, no hype \u2014 the card carries the evidence. Where\u2026",
      "_origin": "ast",
      "community": 150,
      "file_type": "rationale",
      "norm_label": "per-channel copy. short, flat, no hype \u2014 the card carries the evidence. where...",
      "source_file": "scripts/social_announce.py",
      "source_location": "L193"
    },
    {
      "id": "scripts_x_announce_rationale_108",
      "label": "Static topic tags matched from the title+summary (up to 3, plus #USpol when the\u2026",
      "_origin": "ast",
      "community": 150,
      "file_type": "rationale",
      "norm_label": "static topic tags matched from the title+summary (up to 3, plus #uspol when the...",
      "source_file": "scripts/x_announce.py",
      "source_location": "L108"
    },
    {
      "id": "scripts_x_announce_rationale_123",
      "label": "Static topic tags + house base tags, capped at MAX_TAGS total.",
      "_origin": "ast",
      "community": 150,
      "file_type": "rationale",
      "norm_label": "static topic tags + house base tags, capped at max_tags total.",
      "source_file": "scripts/x_announce.py",
      "source_location": "L123"
    },
    {
      "id": "parrot_nodes_n15_unanimous",
      "label": "n15_unanimous.py",
      "_origin": "ast",
      "community": 151,
      "file_type": "code",
      "norm_label": "n15_unanimous.py",
      "source_file": "parrot/nodes/n15_unanimous.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_nodes_n15_unanimous_rationale_1",
      "label": "N15 \u2014 the unanimous frame (the desk's blind spot, closed). Every other\u2026",
      "_origin": "ast",
      "community": 151,
      "file_type": "rationale",
      "norm_label": "n15 \u2014 the unanimous frame (the desk's blind spot, closed). every other...",
      "source_file": "parrot/nodes/n15_unanimous.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_nodes_n15_unanimous_rationale_134",
      "label": "Source codes whose frozen body contains `term`, case-folded. The exhibit's\u2026",
      "_origin": "ast",
      "community": 151,
      "file_type": "rationale",
      "norm_label": "source codes whose frozen body contains `term`, case-folded. the exhibit's...",
      "source_file": "parrot/nodes/n15_unanimous.py",
      "source_location": "L134"
    },
    {
      "id": "parrot_nodes_n15_unanimous_rationale_143",
      "label": "True only if EVERY claimed-absent term is genuinely absent from every frozen\u2026",
      "_origin": "ast",
      "community": 151,
      "file_type": "rationale",
      "norm_label": "true only if every claimed-absent term is genuinely absent from every frozen...",
      "source_file": "parrot/nodes/n15_unanimous.py",
      "source_location": "L143"
    },
    {
      "id": "parrot_nodes_n15_unanimous_rationale_160",
      "label": "Return grounded unanimous-frame findings. `bodies` maps SOURCE_k -> the FROZEN\u2026",
      "_origin": "ast",
      "community": 151,
      "file_type": "rationale",
      "norm_label": "return grounded unanimous-frame findings. `bodies` maps source_k -> the frozen...",
      "source_file": "parrot/nodes/n15_unanimous.py",
      "source_location": "L160"
    },
    {
      "id": "parrot_uw",
      "label": "uw.py",
      "_origin": "ast",
      "community": 152,
      "file_type": "code",
      "norm_label": "uw.py",
      "source_file": "parrot/uw.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_uw_rationale_1",
      "label": "Unusual Whales API client for the desk. PERSONAL-USE ONLY. UW terms forbid\u2026",
      "_origin": "ast",
      "community": 152,
      "file_type": "rationale",
      "norm_label": "unusual whales api client for the desk. personal-use only. uw terms forbid...",
      "source_file": "parrot/uw.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_uw_rationale_61",
      "label": "GET an endpoint. Cached on disk for `ttl` seconds (0 = no cache).",
      "_origin": "ast",
      "community": 152,
      "file_type": "rationale",
      "norm_label": "get an endpoint. cached on disk for `ttl` seconds (0 = no cache).",
      "source_file": "parrot/uw.py",
      "source_location": "L61"
    },
    {
      "id": "scripts_bsky_deferred_status",
      "label": "bsky_deferred_status.py",
      "_origin": "ast",
      "community": 153,
      "file_type": "code",
      "norm_label": "bsky_deferred_status.py",
      "source_file": "scripts/bsky_deferred_status.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_bsky_deferred_status_rationale_2",
      "label": "Surface hero-deferred Bluesky announcements for the twin's cycle read. The bsky\u2026",
      "_origin": "ast",
      "community": 153,
      "file_type": "rationale",
      "norm_label": "surface hero-deferred bluesky announcements for the twin's cycle read. the bsky...",
      "source_file": "scripts/bsky_deferred_status.py",
      "source_location": "L2"
    },
    {
      "id": "scripts_bsky_deferred_status_rationale_39",
      "label": "The DGX hero illustration for a live audit URL: /audits/<slug> ->\u2026",
      "_origin": "ast",
      "community": 153,
      "file_type": "rationale",
      "norm_label": "the dgx hero illustration for a live audit url: /audits/<slug> ->...",
      "source_file": "scripts/bsky_deferred_status.py",
      "source_location": "L39"
    },
    {
      "id": "scripts_bsky_deferred_status_rationale_45",
      "label": "The posted-state disposition of a link, or None if it is still unannounced. A\u2026",
      "_origin": "ast",
      "community": 153,
      "file_type": "rationale",
      "norm_label": "the posted-state disposition of a link, or none if it is still unannounced. a...",
      "source_file": "scripts/bsky_deferred_status.py",
      "source_location": "L45"
    },
    {
      "id": "scripts_backfill_sweep",
      "label": "backfill_sweep.py",
      "_origin": "ast",
      "community": 154,
      "file_type": "code",
      "norm_label": "backfill_sweep.py",
      "source_file": "scripts/backfill_sweep.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_backfill_sweep_rationale_2",
      "label": "backfill_sweep \u2014 nightly self-healing pass over the live corpus. For every live\u2026",
      "_origin": "ast",
      "community": 154,
      "file_type": "rationale",
      "norm_label": "backfill_sweep \u2014 nightly self-healing pass over the live corpus. for every live...",
      "source_file": "scripts/backfill_sweep.py",
      "source_location": "L2"
    },
    {
      "id": "scripts_backfill_sweep_rationale_45",
      "label": "Slugs of STAGED pieces the golive hero gate is refusing for want of an image.\u2026",
      "_origin": "ast",
      "community": 154,
      "file_type": "rationale",
      "norm_label": "slugs of staged pieces the golive hero gate is refusing for want of an image....",
      "source_file": "scripts/backfill_sweep.py",
      "source_location": "L45"
    },
    {
      "id": "scripts_chain_membership_check",
      "label": "chain_membership_check.py",
      "_origin": "ast",
      "community": 155,
      "file_type": "code",
      "norm_label": "chain_membership_check.py",
      "source_file": "scripts/chain_membership_check.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_chain_membership_check_rationale_2",
      "label": "chain_membership_check \u2014 post-golive chain-membership guard. The desk's chain\u2026",
      "_origin": "ast",
      "community": 155,
      "file_type": "rationale",
      "norm_label": "chain_membership_check \u2014 post-golive chain-membership guard. the desk's chain...",
      "source_file": "scripts/chain_membership_check.py",
      "source_location": "L2"
    },
    {
      "id": "scripts_chain_membership_check_rationale_58",
      "label": "Return {superseding_slug: [predecessor_slugs]} from superseded_by.json.\u2026",
      "_origin": "ast",
      "community": 155,
      "file_type": "rationale",
      "norm_label": "return {superseding_slug: [predecessor_slugs]} from superseded_by.json....",
      "source_file": "scripts/chain_membership_check.py",
      "source_location": "L58"
    },
    {
      "id": "scripts_chain_membership_check_rationale_89",
      "label": "Return (violations, exceptions). Each item: {\"slug\", \"chain\": [..],\u2026",
      "_origin": "ast",
      "community": 155,
      "file_type": "rationale",
      "norm_label": "return (violations, exceptions). each item: {\"slug\", \"chain\": [..],...",
      "source_file": "scripts/chain_membership_check.py",
      "source_location": "L89"
    },
    {
      "id": "scripts_fixtures_sitegen_strip_fixture",
      "label": "sitegen_strip_fixture.py",
      "_origin": "ast",
      "community": 156,
      "file_type": "code",
      "norm_label": "sitegen_strip_fixture.py",
      "source_file": "scripts/fixtures/sitegen_strip_fixture.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_fixtures_sitegen_strip_fixture_rationale_1",
      "label": "Minimal fixture mimicking DGX parrot/sitegen.py Overview strip surface (T2\u2026",
      "_origin": "ast",
      "community": 156,
      "file_type": "rationale",
      "norm_label": "minimal fixture mimicking dgx parrot/sitegen.py overview strip surface (t2...",
      "source_file": "scripts/fixtures/sitegen_strip_fixture.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_fixtures_sitegen_strip_fixture_rationale_17",
      "label": "LEGACY local-path strip (pre-T2) \u2014 applicator replaces this block.",
      "_origin": "ast",
      "community": 156,
      "file_type": "rationale",
      "norm_label": "legacy local-path strip (pre-t2) \u2014 applicator replaces this block.",
      "source_file": "scripts/fixtures/sitegen_strip_fixture.py",
      "source_location": "L17"
    },
    {
      "id": "scripts_fixtures_sitegen_strip_fixture_rationale_63",
      "label": "Chrome order: trust \u2192 static hero \u2192 strip \u2192 Fast Version (no video-in-hero).",
      "_origin": "ast",
      "community": 156,
      "file_type": "rationale",
      "norm_label": "chrome order: trust \u2192 static hero \u2192 strip \u2192 fast version (no video-in-hero).",
      "source_file": "scripts/fixtures/sitegen_strip_fixture.py",
      "source_location": "L63"
    },
    {
      "id": "scripts_ledger_to_slack",
      "label": "ledger_to_slack.py",
      "_origin": "ast",
      "community": 157,
      "file_type": "code",
      "norm_label": "ledger_to_slack.py",
      "source_file": "scripts/ledger_to_slack.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_ledger_to_slack_py_path",
      "label": "Path",
      "_origin": "ast",
      "community": 157,
      "file_type": "code",
      "norm_label": "path",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "scripts_ledger_to_slack_rationale_2",
      "label": "Mirror the operator worklog (data/operator/worklog.jsonl) into Slack \u2014 the\u2026",
      "_origin": "ast",
      "community": 157,
      "file_type": "rationale",
      "norm_label": "mirror the operator worklog (data/operator/worklog.jsonl) into slack \u2014 the...",
      "source_file": "scripts/ledger_to_slack.py",
      "source_location": "L2"
    },
    {
      "id": "scripts_sunday_roundup_watchdog",
      "label": "sunday_roundup_watchdog.py",
      "_origin": "ast",
      "community": 158,
      "file_type": "code",
      "norm_label": "sunday_roundup_watchdog.py",
      "source_file": "scripts/sunday_roundup_watchdog.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_sunday_roundup_watchdog_py_datetime",
      "label": "datetime",
      "_origin": "ast",
      "community": 158,
      "file_type": "code",
      "norm_label": "datetime",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "scripts_sunday_roundup_watchdog_rationale_2",
      "label": "Watchdog for the weekly Sunday Morning Roundup: the timer reliably drops the\u2026",
      "_origin": "ast",
      "community": 158,
      "file_type": "rationale",
      "norm_label": "watchdog for the weekly sunday morning roundup: the timer reliably drops the...",
      "source_file": "scripts/sunday_roundup_watchdog.py",
      "source_location": "L2"
    },
    {
      "id": "functions_api_v1_obs_engagement",
      "label": "engagement.js",
      "_origin": "ast",
      "community": 159,
      "file_type": "code",
      "norm_label": "engagement.js",
      "source_file": "functions/api/v1/obs/engagement.js",
      "source_location": "L1"
    },
    {
      "id": "scripts_telemetry_parse_traffic",
      "label": "parse_traffic.py",
      "_origin": "ast",
      "community": 16,
      "file_type": "code",
      "norm_label": "parse_traffic.py",
      "source_file": "scripts/telemetry/parse_traffic.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_telemetry_parse_traffic_py_counter",
      "label": "Counter",
      "_origin": "ast",
      "community": 16,
      "file_type": "code",
      "norm_label": "counter",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "scripts_telemetry_parse_traffic_py_namespace",
      "label": "Namespace",
      "_origin": "ast",
      "community": 16,
      "file_type": "code",
      "norm_label": "namespace",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "scripts_telemetry_parse_traffic_py_path",
      "label": "Path",
      "_origin": "ast",
      "community": 16,
      "file_type": "code",
      "norm_label": "path",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "scripts_telemetry_parse_traffic_py_runtimeerror",
      "label": "RuntimeError",
      "_origin": "ast",
      "community": 16,
      "file_type": "code",
      "norm_label": "runtimeerror",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "scripts_telemetry_parse_traffic_rationale_135",
      "label": "Return (group_key, agent_name) for a bot UA, or None for a human browser.",
      "_origin": "ast",
      "community": 16,
      "file_type": "rationale",
      "norm_label": "return (group_key, agent_name) for a bot ua, or none for a human browser.",
      "source_file": "scripts/telemetry/parse_traffic.py",
      "source_location": "L135"
    },
    {
      "id": "scripts_telemetry_parse_traffic_rationale_160",
      "label": "A source could not be read; the ledger must not be written.",
      "_origin": "ast",
      "community": 16,
      "file_type": "rationale",
      "norm_label": "a source could not be read; the ledger must not be written.",
      "source_file": "scripts/telemetry/parse_traffic.py",
      "source_location": "L160"
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      "label": "Replace the edge's ip+ua 'humans' with what actually rendered: RUM pageloads\u2026",
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      "label": "Multipliers for a model id; unknown ids fall to the flash tier when named so,\u2026",
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      "file_type": "rationale",
      "norm_label": "same, from an anthropic-shaped usage dict (input_tokens,...",
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      "id": "parrot_orchestrator_rationale_108",
      "label": "Drop N1 candidates that publish.py's TOPIC_HARD_BLOCK/TOPIC_DAILY_CAPS gate\u2026",
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      "norm_label": "drop n1 candidates that publish.py's topic_hard_block/topic_daily_caps gate...",
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      "label": "Count today's (UTC) published runs whose slug/headline match `pattern`.\u2026",
      "_origin": "ast",
      "community": 161,
      "file_type": "rationale",
      "norm_label": "count today's (utc) published runs whose slug/headline match `pattern`....",
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      "label": "Editorial topic gate (Mike, 2026-08-17): TOPIC_HARD_BLOCK topics never publish;\u2026",
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      "community": 161,
      "file_type": "rationale",
      "norm_label": "editorial topic gate (mike, 2026-08-17): topic_hard_block topics never publish;...",
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      "community": 162,
      "file_type": "rationale",
      "norm_label": "(input, output) $/mtok for `model`. unknown models bill at the top tier \u2014 a...",
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      "label": "One judge verdict on the MAX PLAN via the claude CLI (never an API key). The\u2026",
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      "file_type": "rationale",
      "norm_label": "one judge verdict on the max plan via the claude cli (never an api key). the...",
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      "label": "Put `prompt` to the JUDGE brain and parse one JSON object out of the reply.\u2026",
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      "community": 162,
      "file_type": "rationale",
      "norm_label": "put `prompt` to the judge brain and parse one json object out of the reply....",
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      "_origin": "ast",
      "community": 163,
      "file_type": "code",
      "norm_label": "check_sitegen_drift.py",
      "source_file": "scripts/check_sitegen_drift.py",
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      "label": "Return True if an in-repo path has uncommitted changes vs HEAD. Fail-soft on\u2026",
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      "norm_label": "return true if an in-repo path has uncommitted changes vs head. fail-soft on...",
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      "label": "Drift tripwire for the desk's pinned source files. 2026-07-31 incident: three\u2026",
      "_origin": "ast",
      "community": 163,
      "file_type": "rationale",
      "norm_label": "drift tripwire for the desk's pinned source files. 2026-07-31 incident: three...",
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      "label": "Return list of (feature, sentinel) that are MISSING from the file text. Word-\u2026",
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      "file_type": "rationale",
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      "label": "cost_push.py",
      "_origin": "ast",
      "community": 164,
      "file_type": "code",
      "norm_label": "cost_push.py",
      "source_file": "scripts/cost_push.py",
      "source_location": "L1"
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      "label": "Push the cost-audit aggregate to the edge so /api/costs can serve it. The DGX\u2026",
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      "label": "Run the auditor exactly as the site would, so there is one classification, not\u2026",
      "_origin": "ast",
      "community": 164,
      "file_type": "rationale",
      "norm_label": "run the auditor exactly as the site would, so there is one classification, not...",
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      "source_location": "L34"
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      "label": "overview_eligibility.py",
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      "community": 165,
      "file_type": "code",
      "norm_label": "overview_eligibility.py",
      "source_file": "scripts/overview_eligibility.py",
      "source_location": "L1"
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      "_origin": "ast",
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      "file_type": "code",
      "norm_label": "any",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "scripts_overview_eligibility_rationale_2",
      "label": "S3 social_eligible hard gate (Fable / CoS \u2014 no warn-but-true). Rules (P1):\u2026",
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      "file_type": "rationale",
      "norm_label": "s3 social_eligible hard gate (fable / cos \u2014 no warn-but-true). rules (p1):...",
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      "source_location": "L2"
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      "id": "scripts_overview_eligibility_rationale_29",
      "label": "True if letterboxed flag or layout/backend hints indicate letterboxing.",
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      "file_type": "rationale",
      "norm_label": "true if letterboxed flag or layout/backend hints indicate letterboxing.",
      "source_file": "scripts/overview_eligibility.py",
      "source_location": "L29"
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      "id": "scripts_rejudge_pending_heroes",
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      "community": 166,
      "file_type": "code",
      "norm_label": "rejudge_pending_heroes.py",
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      "source_location": "L1"
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      "id": "scripts_rejudge_pending_heroes_rationale_2",
      "label": "Drain data/operator/pending_hero_judgements.jsonl: re-judge heroes that shipped\u2026",
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      "community": 166,
      "file_type": "rationale",
      "norm_label": "drain data/operator/pending_hero_judgements.jsonl: re-judge heroes that shipped...",
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      "source_location": "L2"
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      "id": "scripts_t4_smoke_overview_brand_skip",
      "label": "OVERVIEW_BRAND_SKIP",
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      "id": "scripts_t4_smoke_overview_card_kit",
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        "kind": "code"
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      "norm_label": "path",
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      "source_location": "L1"
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      "id": "scripts_tier1_pull",
      "label": "tier1_pull.sh",
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        "kind": "bash_entrypoint"
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      "norm_label": "tier1_pull.sh script",
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      "source_location": "L1"
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      "id": "functions_api_admin_golive",
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      "file_type": "code",
      "norm_label": "golive.js",
      "source_file": "functions/api/admin/golive.js",
      "source_location": "L1"
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      "_origin": "ast",
      "community": 17,
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      "file_type": "code",
      "norm_label": "datetime",
      "source_file": "",
      "source_location": ""
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      "source_location": "L1"
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      "id": "scripts_overview_smoke_isolation_rationale_2",
      "label": "THE-35: shared isolated-root resolution for destructive Overview smoke scripts.\u2026",
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      "community": 17,
      "file_type": "rationale",
      "norm_label": "the-35: shared isolated-root resolution for destructive overview smoke scripts....",
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      "source_location": "L2"
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      "community": 17,
      "file_type": "rationale",
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      "norm_label": "point `link` at the live repo's `real_target` (read-only static config/code a...",
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      "id": "scripts_overview_smoke_isolation_rationale_98",
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      "community": 17,
      "file_type": "rationale",
      "norm_label": "return a repo-root path safe for destructive smoke resets. raises systemexit...",
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    {
      "id": "scripts_s1_smoke_rationale_2",
      "label": "S1 smoke suite (Python twin of s1_smoke.sh for environments that bind bash\u2026",
      "_origin": "ast",
      "community": 17,
      "file_type": "rationale",
      "norm_label": "s1 smoke suite (python twin of s1_smoke.sh for environments that bind bash...",
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      "source_location": "L2"
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    {
      "id": "scripts_s2_smoke_rationale_2",
      "label": "S2 smoke: scratch UNLOCKED; write-tail under lock tip only; stamps + no mp4.",
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      "community": 17,
      "file_type": "rationale",
      "norm_label": "s2 smoke: scratch unlocked; write-tail under lock tip only; stamps + no mp4.",
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      "source_location": "L2"
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      "id": "scripts_s4_smoke_rationale_114",
      "label": "Brand-scratch only \u2014 must NOT count as overview live.",
      "_origin": "ast",
      "community": 17,
      "file_type": "rationale",
      "norm_label": "brand-scratch only \u2014 must not count as overview live.",
      "source_file": "scripts/s4_smoke.py",
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      "id": "scripts_s4_smoke_rationale_2",
      "label": "S4 smoke: newsletter/email gate \u2014 Fable HARD (email ONLY; never web). Proves:\u2026",
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      "community": 17,
      "file_type": "rationale",
      "norm_label": "s4 smoke: newsletter/email gate \u2014 fable hard (email only; never web). proves:...",
      "source_file": "scripts/s4_smoke.py",
      "source_location": "L2"
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    {
      "id": "scripts_s4_smoke_rationale_75",
      "label": "Isolate S4 smoke ledger rows (leave other smoke artifacts alone if shared).",
      "_origin": "ast",
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      "label": "Compact homepage sidebar widget for the elections desk: the Senate 2026 balance\u2026",
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      "file_type": "rationale",
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      "label": "sitemap-news.xml \u2014 Google News feed: every piece published inside the rolling\u2026",
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      "community": 2,
      "file_type": "rationale",
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      "label": "/corpus.json \u2014 the whole live record as a single machine-readable manifest (CC\u2026",
      "_origin": "ast",
      "community": 2,
      "file_type": "rationale",
      "norm_label": "/corpus.json \u2014 the whole live record as a single machine-readable manifest (cc...",
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      "_origin": "ast",
      "community": 2,
      "file_type": "rationale",
      "norm_label": "/llms.txt \u2014 the ai-seo (aeo) index. a single markdown file an llm or agent can...",
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      "label": "The story-phase coin \u2014 see parrot/phase.py for the derivation and the fog-\u2026",
      "_origin": "ast",
      "community": 2,
      "file_type": "rationale",
      "norm_label": "the story-phase coin \u2014 see parrot/phase.py for the derivation and the fog-...",
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      "id": "parrot_sitegen_rationale_212",
      "label": "A matrix row/group's discrepancy type, defaulting to hard for legacy audit.json\u2026",
      "_origin": "ast",
      "community": 2,
      "file_type": "rationale",
      "norm_label": "a matrix row/group's discrepancy type, defaulting to hard for legacy audit.json...",
      "source_file": "parrot/sitegen.py",
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      "id": "parrot_sitegen_rationale_218",
      "label": "Partition grouped matrix rows into (hard_contradictions, naming_splits,\u2026",
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      "community": 2,
      "file_type": "rationale",
      "norm_label": "partition grouped matrix rows into (hard_contradictions, naming_splits,...",
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      "id": "parrot_sitegen_rationale_228",
      "label": "How many verified (hard) contradictions a published piece actually carries. A4:\u2026",
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      "community": 2,
      "file_type": "rationale",
      "norm_label": "how many verified (hard) contradictions a published piece actually carries. a4:...",
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      "id": "parrot_sitegen_rationale_241",
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      "community": 2,
      "file_type": "rationale",
      "norm_label": "a separately-labeled tally of naming/framing splits \u2014 never folded into the...",
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      "id": "parrot_sitegen_rationale_252",
      "label": "Collapse pairwise rows into one group per vector with all distinct spans,\u2026",
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      "community": 2,
      "file_type": "rationale",
      "norm_label": "collapse pairwise rows into one group per vector with all distinct spans,...",
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    },
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      "id": "parrot_sitegen_rationale_277",
      "label": "(lead paragraph, [OUTPUT] line) from a draft. Framing is just the FIRST prose\u2026",
      "_origin": "ast",
      "community": 2,
      "file_type": "rationale",
      "norm_label": "(lead paragraph, [output] line) from a draft. framing is just the first prose...",
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      "_origin": "ast",
      "community": 2,
      "file_type": "rationale",
      "norm_label": "the verdict a boomer week piece stamped on itself (`\u2500\u2500 the verdict: x \u2500\u2500`), or...",
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      "id": "parrot_sitegen_rationale_3985",
      "label": "Length bucket for the front-page lead headline, as a ready-to-drop class\u2026",
      "_origin": "ast",
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      "file_type": "rationale",
      "norm_label": "length bucket for the front-page lead headline, as a ready-to-drop class...",
      "source_file": "parrot/sitegen.py",
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      "id": "parrot_sitegen_rationale_4006",
      "label": "The audit headline tail, grammatical whether there is one contradiction or many.",
      "_origin": "ast",
      "community": 2,
      "file_type": "rationale",
      "norm_label": "the audit headline tail, grammatical whether there is one contradiction or many.",
      "source_file": "parrot/sitegen.py",
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      "id": "parrot_sitegen_rationale_4012",
      "label": "Source pill for the single-source read kinds (solo/dispatch): the desk reads a\u2026",
      "_origin": "ast",
      "community": 2,
      "file_type": "rationale",
      "norm_label": "source pill for the single-source read kinds (solo/dispatch): the desk reads a...",
      "source_file": "parrot/sitegen.py",
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    {
      "id": "parrot_sitegen_rationale_4069",
      "label": "The displayed source-document count for a piece: the reconciled evidence-\u2026",
      "_origin": "ast",
      "community": 2,
      "file_type": "rationale",
      "norm_label": "the displayed source-document count for a piece: the reconciled evidence-...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L4069"
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    {
      "id": "parrot_sitegen_rationale_4248",
      "label": "The ContentType descriptor for a piece, defaulting to the `audit` row for any\u2026",
      "_origin": "ast",
      "community": 2,
      "file_type": "rationale",
      "norm_label": "the contenttype descriptor for a piece, defaulting to the `audit` row for any...",
      "source_file": "parrot/sitegen.py",
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      "id": "parrot_sitegen_rationale_4255",
      "label": "Weekly-brief tag for a cross-outlet piece (audit & solo share this form).",
      "_origin": "ast",
      "community": 2,
      "file_type": "rationale",
      "norm_label": "weekly-brief tag for a cross-outlet piece (audit & solo share this form).",
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    },
    {
      "id": "parrot_sitegen_rationale_4262",
      "label": "One deterministic, kind-aware line saying what kind of object this piece is and\u2026",
      "_origin": "ast",
      "community": 2,
      "file_type": "rationale",
      "norm_label": "one deterministic, kind-aware line saying what kind of object this piece is and...",
      "source_file": "parrot/sitegen.py",
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    },
    {
      "id": "parrot_sitegen_rationale_4468",
      "label": "A 'Related coverage' block of sibling-article links (rendered on an /audits/\u2026",
      "_origin": "ast",
      "community": 2,
      "file_type": "rationale",
      "norm_label": "a 'related coverage' block of sibling-article links (rendered on an /audits/...",
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    },
    {
      "id": "parrot_sitegen_rationale_5385",
      "label": "Per-audit machine-readable mirror at /audits/<slug>.json \u2014 the structured,\u2026",
      "_origin": "ast",
      "community": 2,
      "file_type": "rationale",
      "norm_label": "per-audit machine-readable mirror at /audits/<slug>.json \u2014 the structured,...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L5385"
    },
    {
      "id": "parrot_sitegen_rationale_5425",
      "label": "Per-audit markdown mirror at /audits/<slug>.md \u2014 the piece as clean, token-\u2026",
      "_origin": "ast",
      "community": 2,
      "file_type": "rationale",
      "norm_label": "per-audit markdown mirror at /audits/<slug>.md \u2014 the piece as clean, token-...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L5425"
    },
    {
      "id": "parrot_sitegen_rationale_5468",
      "label": "Cache-busting query for a run's derived hero jpg \u2014 the SOURCE render's mtime,\u2026",
      "_origin": "ast",
      "community": 2,
      "file_type": "rationale",
      "norm_label": "cache-busting query for a run's derived hero jpg \u2014 the source render's mtime,...",
      "source_file": "parrot/sitegen.py",
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    },
    {
      "id": "parrot_sitegen_rationale_6084",
      "label": "Grid/band display headline. House H1s run 40-60 words by design; rendered whole\u2026",
      "_origin": "ast",
      "community": 2,
      "file_type": "rationale",
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      "file_type": "rationale",
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      "norm_label": "t4 \u2014 navy v5 wide landscape brand produce (unlocked scratch). replaces/extends...",
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      "community": 20,
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      "community": 20,
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      "source_location": "L26"
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      "_origin": "ast",
      "community": 25,
      "file_type": "code",
      "norm_label": "n0_ingest.py",
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      "_origin": "ast",
      "community": 25,
      "file_type": "code",
      "norm_label": "path",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "parrot_extract_rationale_236",
      "label": "Best-effort registrable domain of a URL (\"m.economictimes.com\" ->\u2026",
      "_origin": "ast",
      "community": 25,
      "file_type": "rationale",
      "norm_label": "best-effort registrable domain of a url (\"m.economictimes.com\" ->...",
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    {
      "id": "parrot_extract_rationale_246",
      "label": "Outlet name derived from the URL's domain via the maintained map. Longest-\u2026",
      "_origin": "ast",
      "community": 25,
      "file_type": "rationale",
      "norm_label": "outlet name derived from the url's domain via the maintained map. longest-...",
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      "source_location": "L246"
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    {
      "id": "parrot_extract_rationale_707",
      "label": "The canonical PDF source text (see the verbatim note above): de-hyphenate line-\u2026",
      "_origin": "ast",
      "community": 25,
      "file_type": "rationale",
      "norm_label": "the canonical pdf source text (see the verbatim note above): de-hyphenate line-...",
      "source_file": "parrot/extract.py",
      "source_location": "L707"
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    {
      "id": "parrot_extract_rationale_891",
      "label": "Absolute http(s) link targets from raw HTML, de-duplicated in document order.\u2026",
      "_origin": "ast",
      "community": 25,
      "file_type": "rationale",
      "norm_label": "absolute http(s) link targets from raw html, de-duplicated in document order....",
      "source_file": "parrot/extract.py",
      "source_location": "L891"
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    {
      "id": "parrot_extract_rationale_913",
      "label": "Surface U.S. Reports citations ('600 U. S. 122') as normalized 'VOL U.S. PAGE'\u2026",
      "_origin": "ast",
      "community": 25,
      "file_type": "rationale",
      "norm_label": "surface u.s. reports citations ('600 u. s. 122') as normalized 'vol u.s. page'...",
      "source_file": "parrot/extract.py",
      "source_location": "L913"
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    {
      "id": "parrot_extract_rationale_927",
      "label": "Resolve a 'VOL U.S. PAGE' cite to a fetchable opinion URL. DECISION SEAM:\u2026",
      "_origin": "ast",
      "community": 25,
      "file_type": "rationale",
      "norm_label": "resolve a 'vol u.s. page' cite to a fetchable opinion url. decision seam:...",
      "source_file": "parrot/extract.py",
      "source_location": "L927"
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    {
      "id": "parrot_nodes_n0_ingest_rationale_1",
      "label": "N0 \u2014 ingest (deterministic glue around one Claude-driven DISCOVERY step).\u2026",
      "_origin": "ast",
      "community": 25,
      "file_type": "rationale",
      "norm_label": "n0 \u2014 ingest (deterministic glue around one claude-driven discovery step)....",
      "source_file": "parrot/nodes/n0_ingest.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_nodes_n0_ingest_rationale_120",
      "label": "Pull the JSON corpus out of the model's final message (fenced or bare).",
      "_origin": "ast",
      "community": 25,
      "file_type": "rationale",
      "norm_label": "pull the json corpus out of the model's final message (fenced or bare).",
      "source_file": "parrot/nodes/n0_ingest.py",
      "source_location": "L120"
    },
    {
      "id": "parrot_nodes_n0_ingest_rationale_128",
      "label": "Drive a server-tool (web_search/web_fetch) turn: send, resume on pause_turn,\u2026",
      "_origin": "ast",
      "community": 25,
      "file_type": "rationale",
      "norm_label": "drive a server-tool (web_search/web_fetch) turn: send, resume on pause_turn,...",
      "source_file": "parrot/nodes/n0_ingest.py",
      "source_location": "L128"
    },
    {
      "id": "parrot_nodes_n0_ingest_rationale_145",
      "label": "Deterministically fetch + extract one candidate URL. No model involved. On\u2026",
      "_origin": "ast",
      "community": 25,
      "file_type": "rationale",
      "norm_label": "deterministically fetch + extract one candidate url. no model involved. on...",
      "source_file": "parrot/nodes/n0_ingest.py",
      "source_location": "L145"
    },
    {
      "id": "parrot_nodes_n0_ingest_rationale_180",
      "label": "Search news and return a publisher-verbatim cross-outlet corpus. Two phases:\u2026",
      "_origin": "ast",
      "community": 25,
      "file_type": "rationale",
      "norm_label": "search news and return a publisher-verbatim cross-outlet corpus. two phases:...",
      "source_file": "parrot/nodes/n0_ingest.py",
      "source_location": "L180"
    },
    {
      "id": "parrot_nodes_n0_ingest_rationale_245",
      "label": "Stable id grouping every chunk cut from one source document. Basename of the\u2026",
      "_origin": "ast",
      "community": 25,
      "file_type": "rationale",
      "norm_label": "stable id grouping every chunk cut from one source document. basename of the...",
      "source_file": "parrot/nodes/n0_ingest.py",
      "source_location": "L245"
    },
    {
      "id": "parrot_nodes_n0_ingest_rationale_260",
      "label": "Internal: everything the cited-precedent walk needs from one fetched document.",
      "_origin": "ast",
      "community": 25,
      "file_type": "rationale",
      "norm_label": "internal: everything the cited-precedent walk needs from one fetched document.",
      "source_file": "parrot/nodes/n0_ingest.py",
      "source_location": "L260"
    },
    {
      "id": "parrot_nodes_n0_ingest_rationale_279",
      "label": "Fetch ONE long document (HTML or PDF), extract deterministically, and chunk it\u2026",
      "_origin": "ast",
      "community": 25,
      "file_type": "rationale",
      "norm_label": "fetch one long document (html or pdf), extract deterministically, and chunk it...",
      "source_file": "parrot/nodes/n0_ingest.py",
      "source_location": "L279"
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    {
      "id": "parrot_nodes_n0_ingest_rationale_344",
      "label": "Public: fetch + chunk ONE long document into grounded Article records.",
      "_origin": "ast",
      "community": 25,
      "file_type": "rationale",
      "norm_label": "public: fetch + chunk one long document into grounded article records.",
      "source_file": "parrot/nodes/n0_ingest.py",
      "source_location": "L344"
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    {
      "id": "parrot_nodes_n0_ingest_rationale_357",
      "label": "URLs of precedents `doc` cites, to fetch at the next depth. HTML: outbound <a\u2026",
      "_origin": "ast",
      "community": 25,
      "file_type": "rationale",
      "norm_label": "urls of precedents `doc` cites, to fetch at the next depth. html: outbound <a...",
      "source_file": "parrot/nodes/n0_ingest.py",
      "source_location": "L357"
    },
    {
      "id": "parrot_nodes_n0_ingest_rationale_389",
      "label": "Ingest a primary long document and, optionally, its cited precedents (depth-\u2026",
      "_origin": "ast",
      "community": 25,
      "file_type": "rationale",
      "norm_label": "ingest a primary long document and, optionally, its cited precedents (depth-...",
      "source_file": "parrot/nodes/n0_ingest.py",
      "source_location": "L389"
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      "id": "parrot_nodes_n0_ingest_rationale_446",
      "label": "Produce the run's raw corpus and a provenance label. Exactly one source must be\u2026",
      "_origin": "ast",
      "community": 25,
      "file_type": "rationale",
      "norm_label": "produce the run's raw corpus and a provenance label. exactly one source must be...",
      "source_file": "parrot/nodes/n0_ingest.py",
      "source_location": "L446"
    },
    {
      "id": "parrot_nodes_n0_ingest_rationale_67",
      "label": "Load any corpus.jsonl by path (real news gathers live under data/news/).",
      "_origin": "ast",
      "community": 25,
      "file_type": "rationale",
      "norm_label": "load any corpus.jsonl by path (real news gathers live under data/news/).",
      "source_file": "parrot/nodes/n0_ingest.py",
      "source_location": "L67"
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    {
      "id": "parrot_nodes_n0_ingest_rationale_75",
      "label": "Load a synthetic seed corpus from data/seed/<name>/corpus.jsonl. Seed corpora\u2026",
      "_origin": "ast",
      "community": 25,
      "file_type": "rationale",
      "norm_label": "load a synthetic seed corpus from data/seed/<name>/corpus.jsonl. seed corpora...",
      "source_file": "parrot/nodes/n0_ingest.py",
      "source_location": "L75"
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    {
      "id": "parrot_snapshot_rationale_71",
      "label": "Hand raw fetched bytes to the snapshot layer ahead of freeze_corpus.",
      "_origin": "ast",
      "community": 25,
      "file_type": "rationale",
      "norm_label": "hand raw fetched bytes to the snapshot layer ahead of freeze_corpus.",
      "source_file": "parrot/snapshot.py",
      "source_location": "L71"
    },
    {
      "id": "pkg_stochastic_parrot",
      "label": "stochastic-parrot",
      "_origin": "ast",
      "community": 250,
      "ecosystem": "python",
      "file_type": "code",
      "norm_label": "stochastic-parrot",
      "source_file": "pyproject.toml",
      "source_location": "L1",
      "type": "package",
      "version": "0.1.0"
    },
    {
      "id": "tier1_init",
      "label": "tier1/__init__.py",
      "_origin": "ast",
      "community": 251,
      "file_type": "code",
      "norm_label": "tier1/__init__.py",
      "source_file": "tier1/__init__.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_blinding",
      "label": "blinding.py",
      "_origin": "ast",
      "community": 26,
      "file_type": "code",
      "norm_label": "blinding.py",
      "source_file": "parrot/blinding.py",
      "source_location": "L1"
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    {
      "id": "parrot_nodes_n4_assemble",
      "label": "n4_assemble.py",
      "_origin": "ast",
      "community": 26,
      "file_type": "code",
      "norm_label": "n4_assemble.py",
      "source_file": "parrot/nodes/n4_assemble.py",
      "source_location": "L1"
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    {
      "id": "parrot_nodes_n7_verify",
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      "_origin": "ast",
      "community": 26,
      "file_type": "code",
      "norm_label": "n7_verify.py",
      "source_file": "parrot/nodes/n7_verify.py",
      "source_location": "L1"
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    {
      "id": "parrot_nodes_n8_voice",
      "label": "n8_voice.py",
      "_origin": "ast",
      "community": 26,
      "file_type": "code",
      "norm_label": "n8_voice.py",
      "source_file": "parrot/nodes/n8_voice.py",
      "source_location": "L1"
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    {
      "id": "parrot_blinding_rationale_1",
      "label": "Deterministic blinding + span-grounding \u2014 the integrity core (Invariants 1 &\u2026",
      "_origin": "ast",
      "community": 26,
      "file_type": "rationale",
      "norm_label": "deterministic blinding + span-grounding \u2014 the integrity core (invariants 1 &...",
      "source_file": "parrot/blinding.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_blinding_rationale_119",
      "label": "Return (blinded_docs, code_map, substitutions). blinded_docs: [{source_code,\u2026",
      "_origin": "ast",
      "community": 26,
      "file_type": "rationale",
      "norm_label": "return (blinded_docs, code_map, substitutions). blinded_docs: [{source_code,...",
      "source_file": "parrot/blinding.py",
      "source_location": "L119"
    },
    {
      "id": "parrot_blinding_rationale_165",
      "label": "Scrub any listed outlet's name variants from free text, mapping each to its own\u2026",
      "_origin": "ast",
      "community": 26,
      "file_type": "rationale",
      "norm_label": "scrub any listed outlet's name variants from free text, mapping each to its own...",
      "source_file": "parrot/blinding.py",
      "source_location": "L165"
    },
    {
      "id": "parrot_blinding_rationale_178",
      "label": "Find `span` in `body`, tolerating only whitespace differences. Returns (start,\u2026",
      "_origin": "ast",
      "community": 26,
      "file_type": "rationale",
      "norm_label": "find `span` in `body`, tolerating only whitespace differences. returns (start,...",
      "source_file": "parrot/blinding.py",
      "source_location": "L178"
    },
    {
      "id": "parrot_blinding_rationale_59",
      "label": "Distinctive name tokens for an outlet, longest first (so \"BBC News\" is replaced\u2026",
      "_origin": "ast",
      "community": 26,
      "file_type": "rationale",
      "norm_label": "distinctive name tokens for an outlet, longest first (so \"bbc news\" is replaced...",
      "source_file": "parrot/blinding.py",
      "source_location": "L59"
    },
    {
      "id": "parrot_blinding_rationale_77",
      "label": "A standalone variant that doubles as ordinary English (case-folded, article\u2026",
      "_origin": "ast",
      "community": 26,
      "file_type": "rationale",
      "norm_label": "a standalone variant that doubles as ordinary english (case-folded, article...",
      "source_file": "parrot/blinding.py",
      "source_location": "L77"
    },
    {
      "id": "parrot_blinding_rationale_86",
      "label": "Replace word-boundary-anchored occurrences of `variant` with `code`. Common-\u2026",
      "_origin": "ast",
      "community": 26,
      "file_type": "rationale",
      "norm_label": "replace word-boundary-anchored occurrences of `variant` with `code`. common-...",
      "source_file": "parrot/blinding.py",
      "source_location": "L86"
    },
    {
      "id": "parrot_nodes_n4_assemble_rationale_1",
      "label": "N4 \u2014 assemble matrix (deterministic join + offset grounding). Re-attach outlet\u2026",
      "_origin": "ast",
      "community": 26,
      "file_type": "rationale",
      "norm_label": "n4 \u2014 assemble matrix (deterministic join + offset grounding). re-attach outlet...",
      "source_file": "parrot/nodes/n4_assemble.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_nodes_n4_assemble_rationale_39",
      "label": "Returns (claims, candidate_contradictions, vector_by_claim_id, drop_stats).\u2026",
      "_origin": "ast",
      "community": 26,
      "file_type": "rationale",
      "norm_label": "returns (claims, candidate_contradictions, vector_by_claim_id, drop_stats)....",
      "source_file": "parrot/nodes/n4_assemble.py",
      "source_location": "L39"
    },
    {
      "id": "parrot_nodes_n7_verify_rationale_1",
      "label": "N7 \u2014 adversarial verification (Opus). Runs BEFORE the voice node (Invariant 3).\u2026",
      "_origin": "ast",
      "community": 26,
      "file_type": "rationale",
      "norm_label": "n7 \u2014 adversarial verification (opus). runs before the voice node (invariant 3)....",
      "source_file": "parrot/nodes/n7_verify.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_nodes_n7_verify_rationale_153",
      "label": "FIX-9: locate an adjudicator quote in the FROZEN corpus. Returns (source_code,\u2026",
      "_origin": "ast",
      "community": 26,
      "file_type": "rationale",
      "norm_label": "fix-9: locate an adjudicator quote in the frozen corpus. returns (source_code,...",
      "source_file": "parrot/nodes/n7_verify.py",
      "source_location": "L153"
    },
    {
      "id": "parrot_nodes_n7_verify_rationale_171",
      "label": "(before, after) \u2014 up to \u00b1`paragraphs` paragraphs of the frozen body around the\u2026",
      "_origin": "ast",
      "community": 26,
      "file_type": "rationale",
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      "label": "Is The Tape (/markets/) published? Env-gated like the desk, plus the snapshot\u2026",
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      "label": "2026-W31' -> 'week of July 27, 2026'. The page shipped for ten days showing\u2026",
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      "community": 3,
      "file_type": "rationale",
      "norm_label": "2026-w31' -> 'week of july 27, 2026'. the page shipped for ten days showing...",
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    },
    {
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      "label": "Days since the END of the ISO week an entry is filed under. None if unparseable.",
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      "community": 3,
      "file_type": "rationale",
      "norm_label": "days since the end of the iso week an entry is filed under. none if unparseable.",
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    {
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      "label": "A capture-window bound as 'YYYY-MM-DD HH:MM UTC' \u2014 for the methods block.",
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      "file_type": "rationale",
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    },
    {
      "id": "parrot_sitegen_rationale_13634",
      "label": "The N12 editor's decision, if one has been written. None -> sitegen falls back\u2026",
      "_origin": "ast",
      "community": 3,
      "file_type": "rationale",
      "norm_label": "the n12 editor's decision, if one has been written. none -> sitegen falls back...",
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    },
    {
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      "label": "run_id the operator has pinned as the homepage hero. Honored at render time so\u2026",
      "_origin": "ast",
      "community": 3,
      "file_type": "rationale",
      "norm_label": "run_id the operator has pinned as the homepage hero. honored at render time so...",
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    {
      "id": "parrot_sitegen_rationale_13734",
      "label": "Force the operator-pinned piece to be the hero (first featured), pulling it up\u2026",
      "_origin": "ast",
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      "file_type": "rationale",
      "norm_label": "force the operator-pinned piece to be the hero (first featured), pulling it up...",
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    {
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      "label": "Force any retired piece off the homepage into the archive, backfilling the\u2026",
      "_origin": "ast",
      "community": 3,
      "file_type": "rationale",
      "norm_label": "force any retired piece off the homepage into the archive, backfilling the...",
      "source_file": "parrot/sitegen.py",
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    {
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      "label": "Split published recs into (featured, archived). 2026-08-17, Mike: the N12\u2026",
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      "file_type": "rationale",
      "norm_label": "split published recs into (featured, archived). 2026-08-17, mike: the n12...",
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    {
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      "label": "Reduce a raw capture-log reason (ffmpeg stderr, hostnames, stream UUIDs) to a\u2026",
      "_origin": "ast",
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      "file_type": "rationale",
      "norm_label": "reduce a raw capture-log reason (ffmpeg stderr, hostnames, stream uuids) to a...",
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    {
      "id": "parrot_sitegen_rationale_13950",
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      "_origin": "ast",
      "community": 3,
      "file_type": "rationale",
      "norm_label": "read the capture ledger and build the evidence-keyed hour grid. returns none...",
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    {
      "id": "parrot_sitegen_rationale_14828",
      "label": "Seed queries for the /search empty state, baked at build time from the\u2026",
      "_origin": "ast",
      "community": 3,
      "file_type": "rationale",
      "norm_label": "seed queries for the /search empty state, baked at build time from the...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L14828"
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    {
      "id": "parrot_sitegen_rationale_16670",
      "label": "Most recent entries from the Terms Watch delta log, newest first.",
      "_origin": "ast",
      "community": 3,
      "file_type": "rationale",
      "norm_label": "most recent entries from the terms watch delta log, newest first.",
      "source_file": "parrot/sitegen.py",
      "source_location": "L16670"
    },
    {
      "id": "parrot_sitegen_rationale_1716",
      "label": "The publishing organization as a reusable JSON-LD node (referenced by @id\u2026",
      "_origin": "ast",
      "community": 3,
      "file_type": "rationale",
      "norm_label": "the publishing organization as a reusable json-ld node (referenced by @id...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L1716"
    },
    {
      "id": "parrot_sitegen_rationale_1736",
      "label": "The site as a reusable JSON-LD node. Every page's graph carries `isPartOf:\u2026",
      "_origin": "ast",
      "community": 3,
      "file_type": "rationale",
      "norm_label": "the site as a reusable json-ld node. every page's graph carries `ispartof:...",
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      "source_location": "L1736"
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    {
      "id": "parrot_sitegen_rationale_3061",
      "label": "Legacy helper retained for tests/SVG scale only \u2014 v2 does not emit orbit rings.",
      "_origin": "ast",
      "community": 3,
      "file_type": "rationale",
      "norm_label": "legacy helper retained for tests/svg scale only \u2014 v2 does not emit orbit rings.",
      "source_file": "parrot/sitegen.py",
      "source_location": "L3061"
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    {
      "id": "parrot_sitegen_rationale_3179",
      "label": "Replace wire openAI() with drilldown-backed production version.",
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      "community": 3,
      "file_type": "rationale",
      "norm_label": "replace wire openai() with drilldown-backed production version.",
      "source_file": "parrot/sitegen.py",
      "source_location": "L3179"
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    {
      "id": "parrot_sitegen_rationale_3206",
      "label": "Idempotent CoS live-QA fold. Fable v2 wire already includes most fixes; only\u2026",
      "_origin": "ast",
      "community": 3,
      "file_type": "rationale",
      "norm_label": "idempotent cos live-qa fold. fable v2 wire already includes most fixes; only...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L3206"
    },
    {
      "id": "parrot_sitegen_rationale_3242",
      "label": "Insurance: never ship the live SyntaxError URL regex or `.plot svg` selector.\u2026",
      "_origin": "ast",
      "community": 3,
      "file_type": "rationale",
      "norm_label": "insurance: never ship the live syntaxerror url regex or `.plot svg` selector....",
      "source_file": "parrot/sitegen.py",
      "source_location": "L3242"
    },
    {
      "id": "parrot_sitegen_rationale_3270",
      "label": "Desk CSS + body content. Drop wire-preview mast/util/foot/skip.",
      "_origin": "ast",
      "community": 3,
      "file_type": "rationale",
      "norm_label": "desk css + body content. drop wire-preview mast/util/foot/skip.",
      "source_file": "parrot/sitegen.py",
      "source_location": "L3270"
    },
    {
      "id": "parrot_sitegen_rationale_3375",
      "label": "Ship Fable dark-mode desk via sitegen chrome; inject SoT; force JS insurance.",
      "_origin": "ast",
      "community": 3,
      "file_type": "rationale",
      "norm_label": "ship fable dark-mode desk via sitegen chrome; inject sot; force js insurance.",
      "source_file": "parrot/sitegen.py",
      "source_location": "L3375"
    },
    {
      "id": "parrot_sitegen_rationale_3756",
      "label": "The standing desks, on the homepage where a reader can actually see them. Added\u2026",
      "_origin": "ast",
      "community": 3,
      "file_type": "rationale",
      "norm_label": "the standing desks, on the homepage where a reader can actually see them. added...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L3756"
    },
    {
      "id": "parrot_sitegen_rationale_4001",
      "label": "1 contradiction' / '3 contradictions' \u2014 grammatical counts in headlines, stats,\u2026",
      "_origin": "ast",
      "community": 3,
      "file_type": "rationale",
      "norm_label": "1 contradiction' / '3 contradictions' \u2014 grammatical counts in headlines, stats,...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L4001"
    },
    {
      "id": "parrot_sitegen_rationale_4064",
      "label": "The hard-contradiction groups for a piece (the only kind counted) \u2014 used by the\u2026",
      "_origin": "ast",
      "community": 3,
      "file_type": "rationale",
      "norm_label": "the hard-contradiction groups for a piece (the only kind counted) \u2014 used by the...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L4064"
    },
    {
      "id": "parrot_sitegen_rationale_4827",
      "label": "Inline JS that fires a visit-kind beacon (new vs returning) site-wide. Fires\u2026",
      "_origin": "ast",
      "community": 3,
      "file_type": "rationale",
      "norm_label": "inline js that fires a visit-kind beacon (new vs returning) site-wide. fires...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L4827"
    },
    {
      "id": "parrot_sitegen_rationale_4872",
      "label": "(documents, distinct outlets) of the piece's evidence appendix \u2014 the entries\u2026",
      "_origin": "ast",
      "community": 3,
      "file_type": "rationale",
      "norm_label": "(documents, distinct outlets) of the piece's evidence appendix \u2014 the entries...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L4872"
    },
    {
      "id": "parrot_sitegen_rationale_7213",
      "label": "The date the board ranks on: the selected member's date, i.e. the last time\u2026",
      "_origin": "ast",
      "community": 3,
      "file_type": "rationale",
      "norm_label": "the date the board ranks on: the selected member's date, i.e. the last time...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L7213"
    },
    {
      "id": "parrot_sitegen_rationale_7223",
      "label": "The Standing Trackers Board (plan 1.1) \u2014 the freshest `_BOARD_MAX` renderable\u2026",
      "_origin": "ast",
      "community": 3,
      "file_type": "rationale",
      "norm_label": "the standing trackers board (plan 1.1) \u2014 the freshest `_board_max` renderable...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L7223"
    },
    {
      "id": "parrot_sitegen_rationale_7475",
      "label": "Hide, then order (stable: curated names first in the given order, the rest keep\u2026",
      "_origin": "ast",
      "community": 3,
      "file_type": "rationale",
      "norm_label": "hide, then order (stable: curated names first in the given order, the rest keep...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L7475"
    },
    {
      "id": "parrot_sitegen_rationale_826",
      "label": "Remove quoted / exhibit-span text so INV lint never fires inside \\\"...\\\" (INV\u2026",
      "_origin": "ast",
      "community": 3,
      "file_type": "rationale",
      "norm_label": "remove quoted / exhibit-span text so inv lint never fires inside \\\"...\\\" (inv...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L826"
    },
    {
      "id": "parrot_sitegen_rationale_853",
      "label": "VOICE v3.3 publish lint (Gemini INV5/6 + headline + bare-close warn). Returns\u2026",
      "_origin": "ast",
      "community": 3,
      "file_type": "rationale",
      "norm_label": "voice v3.3 publish lint (gemini inv5/6 + headline + bare-close warn). returns...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L853"
    },
    {
      "id": "parrot_sitegen_rationale_904",
      "label": "Dual-mode parse of an [OUTPUT] close. mode ``claim`` \u2014 named claim + status +\u2026",
      "_origin": "ast",
      "community": 3,
      "file_type": "rationale",
      "norm_label": "dual-mode parse of an [output] close. mode ``claim`` \u2014 named claim + status +...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L904"
    },
    {
      "id": "parrot_sitegen_rationale_9262",
      "label": "One Floor row \u2014 a house .vblock whose left accent carries the verdict. Mirrored\u2026",
      "_origin": "ast",
      "community": 3,
      "file_type": "rationale",
      "norm_label": "one floor row \u2014 a house .vblock whose left accent carries the verdict. mirrored...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L9262"
    },
    {
      "id": "parrot_memory_store",
      "label": "store.py",
      "_origin": "ast",
      "community": 30,
      "file_type": "code",
      "norm_label": "store.py",
      "source_file": "parrot/memory/store.py",
      "source_location": "L1"
    },
    {
      "id": "protocol",
      "label": "Protocol",
      "_origin": "ast",
      "community": 30,
      "file_type": "code",
      "norm_label": "protocol",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "scripts_attic_spark_n6_demo",
      "label": "spark_n6_demo.py",
      "_origin": "ast",
      "community": 30,
      "file_type": "code",
      "norm_label": "spark_n6_demo.py",
      "source_file": "scripts/attic/spark_n6_demo.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_memory_store_rationale_1",
      "label": "Cross-run corpus memory (build spec \u00a75) \u2014 the only stateful part of the system.\u2026",
      "_origin": "ast",
      "community": 30,
      "file_type": "rationale",
      "norm_label": "cross-run corpus memory (build spec \u00a75) \u2014 the only stateful part of the system....",
      "source_file": "parrot/memory/store.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_memory_store_rationale_103",
      "label": "Insert occurrence rows, deduped on (phrase_key, outlet, source_url). NULL-dedup\u2026",
      "_origin": "ast",
      "community": 30,
      "file_type": "rationale",
      "norm_label": "insert occurrence rows, deduped on (phrase_key, outlet, source_url). null-dedup...",
      "source_file": "parrot/memory/store.py",
      "source_location": "L103"
    },
    {
      "id": "parrot_memory_store_rationale_140",
      "label": "Drop phrase rows not seen in `days` days so growth stays bounded. Called on\u2026",
      "_origin": "ast",
      "community": 30,
      "file_type": "rationale",
      "norm_label": "drop phrase rows not seen in `days` days so growth stays bounded. called on...",
      "source_file": "parrot/memory/store.py",
      "source_location": "L140"
    },
    {
      "id": "parrot_memory_store_rationale_154",
      "label": "Stored phrases whose meaning is close to `phrase` (cosine >= threshold) but\u2026",
      "_origin": "ast",
      "community": 30,
      "file_type": "rationale",
      "norm_label": "stored phrases whose meaning is close to `phrase` (cosine >= threshold) but...",
      "source_file": "parrot/memory/store.py",
      "source_location": "L154"
    },
    {
      "id": "parrot_memory_store_rationale_182",
      "label": "Fetch occurrence rows by exact phrase_key (used for prefixed keys, e.g. the\u2026",
      "_origin": "ast",
      "community": 30,
      "file_type": "rationale",
      "norm_label": "fetch occurrence rows by exact phrase_key (used for prefixed keys, e.g. the...",
      "source_file": "parrot/memory/store.py",
      "source_location": "L182"
    },
    {
      "id": "parrot_memory_store_rationale_231",
      "label": "Dense embeddings from a local model served by Ollama on the DGX Spark (nomic-\u2026",
      "_origin": "ast",
      "community": 30,
      "file_type": "rationale",
      "norm_label": "dense embeddings from a local model served by ollama on the dgx spark (nomic-...",
      "source_file": "parrot/memory/store.py",
      "source_location": "L231"
    },
    {
      "id": "parrot_memory_store_rationale_32",
      "label": "Normalize for echo matching: lowercase, collapse whitespace, strip surrounding\u2026",
      "_origin": "ast",
      "community": 30,
      "file_type": "rationale",
      "norm_label": "normalize for echo matching: lowercase, collapse whitespace, strip surrounding...",
      "source_file": "parrot/memory/store.py",
      "source_location": "L32"
    },
    {
      "id": "parrot_memory_store_rationale_51",
      "label": "No-op memory \u2014 N6 degrades to 'no prior occurrences' with no store wired.",
      "_origin": "ast",
      "community": 30,
      "file_type": "rationale",
      "norm_label": "no-op memory \u2014 n6 degrades to 'no prior occurrences' with no store wired.",
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    },
    {
      "id": "parrot_memory_store_rationale_67",
      "label": "Phrase-occurrence store. One row per (phrase, outlet, source) seen; dedup keeps\u2026",
      "_origin": "ast",
      "community": 30,
      "file_type": "rationale",
      "norm_label": "phrase-occurrence store. one row per (phrase, outlet, source) seen; dedup keeps...",
      "source_file": "parrot/memory/store.py",
      "source_location": "L67"
    },
    {
      "id": "scripts_attic_spark_n6_demo_rationale_1",
      "label": "N6 dense-echo demo \u2014 runs on the DGX Spark against the local Ollama embedder.\u2026",
      "_origin": "ast",
      "community": 30,
      "file_type": "rationale",
      "norm_label": "n6 dense-echo demo \u2014 runs on the dgx spark against the local ollama embedder....",
      "source_file": "scripts/attic/spark_n6_demo.py",
      "source_location": "L1"
    },
    {
      "id": "escfn",
      "label": "EscFn",
      "_origin": "ast",
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      "file_type": "code",
      "norm_label": "escfn",
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    {
      "id": "scripts_overview_sitegen_strip",
      "label": "overview_sitegen_strip.py",
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      "file_type": "code",
      "norm_label": "overview_sitegen_strip.py",
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    {
      "id": "scripts_overview_sitegen_strip_py_path",
      "label": "Path",
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      "community": 31,
      "file_type": "code",
      "norm_label": "path",
      "source_file": "",
      "source_location": ""
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    {
      "id": "scripts_t2_smoke_py_path",
      "label": "Path",
      "_origin": "ast",
      "community": 31,
      "file_type": "code",
      "norm_label": "path",
      "source_file": "",
      "source_location": ""
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    {
      "id": "scripts_t2_smoke_py_scripts_t2_smoke",
      "label": "t2_smoke.py",
      "_origin": "ast",
      "community": 31,
      "file_type": "code",
      "norm_label": "t2_smoke.py",
      "source_file": "scripts/t2_smoke.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_apply_t2_sitegen_strip_rationale_39",
      "label": "Return (new_src, stats). Raises SystemExit-style errors via ValueError.",
      "_origin": "ast",
      "community": 31,
      "file_type": "rationale",
      "norm_label": "return (new_src, stats). raises systemexit-style errors via valueerror.",
      "source_file": "scripts/apply_t2_sitegen_strip.py",
      "source_location": "L39"
    },
    {
      "id": "scripts_overview_sitegen_strip_rationale_130",
      "label": "Return (media_url, mp3_url) only when HTTPS-allowlisted; else None.",
      "_origin": "ast",
      "community": 31,
      "file_type": "rationale",
      "norm_label": "return (media_url, mp3_url) only when https-allowlisted; else none.",
      "source_file": "scripts/overview_sitegen_strip.py",
      "source_location": "L130"
    },
    {
      "id": "scripts_overview_sitegen_strip_rationale_153",
      "label": "Emit <section class=\"overview-strip\"> or \"\" (fail-open). Video src = HTTPS\u2026",
      "_origin": "ast",
      "community": 31,
      "file_type": "rationale",
      "norm_label": "emit <section class=\"overview-strip\"> or \"\" (fail-open). video src = https...",
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      "source_location": "L153"
    },
    {
      "id": "scripts_overview_sitegen_strip_rationale_197",
      "label": "Sitegen entry: load thin manifest \u2192 strip HTML (or \"\").",
      "_origin": "ast",
      "community": 31,
      "file_type": "rationale",
      "norm_label": "sitegen entry: load thin manifest \u2192 strip html (or \"\").",
      "source_file": "scripts/overview_sitegen_strip.py",
      "source_location": "L197"
    },
    {
      "id": "scripts_overview_sitegen_strip_rationale_2",
      "label": "P1.5 T2 \u2014 Overview sitegen strip helper (media_url \u2192 landscape rail under\u2026",
      "_origin": "ast",
      "community": 31,
      "file_type": "rationale",
      "norm_label": "p1.5 t2 \u2014 overview sitegen strip helper (media_url \u2192 landscape rail under...",
      "source_file": "scripts/overview_sitegen_strip.py",
      "source_location": "L2"
    },
    {
      "id": "scripts_overview_sitegen_strip_rationale_207",
      "label": "Return list of forbidden local-asset substrings found in fragment.",
      "_origin": "ast",
      "community": 31,
      "file_type": "rationale",
      "norm_label": "return list of forbidden local-asset substrings found in fragment.",
      "source_file": "scripts/overview_sitegen_strip.py",
      "source_location": "L207"
    },
    {
      "id": "scripts_overview_sitegen_strip_rationale_236",
      "label": "Minimal chrome order for smoke: trust \u2192 static hero \u2192 strip \u2192 Fast Version.",
      "_origin": "ast",
      "community": 31,
      "file_type": "rationale",
      "norm_label": "minimal chrome order for smoke: trust \u2192 static hero \u2192 strip \u2192 fast version.",
      "source_file": "scripts/overview_sitegen_strip.py",
      "source_location": "L236"
    },
    {
      "id": "scripts_overview_sitegen_strip_rationale_90",
      "label": "True iff url is HTTPS public Overview media (not git/Pages local path).",
      "_origin": "ast",
      "community": 31,
      "file_type": "rationale",
      "norm_label": "true iff url is https public overview media (not git/pages local path).",
      "source_file": "scripts/overview_sitegen_strip.py",
      "source_location": "L90"
    },
    {
      "id": "scripts_t2_smoke_rationale_2",
      "label": "T2 smoke: sitegen strip prefers manifest media_url (HTTPS); fail-open; no\u2026",
      "_origin": "ast",
      "community": 31,
      "file_type": "rationale",
      "norm_label": "t2 smoke: sitegen strip prefers manifest media_url (https); fail-open; no...",
      "source_file": "scripts/t2_smoke.py",
      "source_location": "L2"
    },
    {
      "id": "parrot_sitegen_rationale_14993",
      "label": "The brief's own H1 ('The Brief \u2014 week ending \u2026') \u2014 the page title for the issue.",
      "_origin": "ast",
      "community": 32,
      "file_type": "rationale",
      "norm_label": "the brief's own h1 ('the brief \u2014 week ending ...') \u2014 the page title for the issue.",
      "source_file": "parrot/sitegen.py",
      "source_location": "L14993"
    },
    {
      "id": "parrot_sitegen_rationale_15002",
      "label": "The brief draft rendered as web HTML. build_brief emits HTML entities (&middot;\u2026",
      "_origin": "ast",
      "community": 32,
      "file_type": "rationale",
      "norm_label": "the brief draft rendered as web html. build_brief emits html entities (&middot;...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L15002"
    },
    {
      "id": "parrot_sitegen_rationale_15038",
      "label": "One issue at /brief/<slug>.html \u2014 the web-readable copy of a weekly brief. The\u2026",
      "_origin": "ast",
      "community": 32,
      "file_type": "rationale",
      "norm_label": "one issue at /brief/<slug>.html \u2014 the web-readable copy of a weekly brief. the...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L15038"
    },
    {
      "id": "parrot_sitegen_rationale_15062",
      "label": "/brief/ \u2014 the latest issue in full, an archive of every prior issue, and the\u2026",
      "_origin": "ast",
      "community": 32,
      "file_type": "rationale",
      "norm_label": "/brief/ \u2014 the latest issue in full, an archive of every prior issue, and the...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L15062"
    },
    {
      "id": "parrot_sitegen_rationale_16274",
      "label": "Extract the \u2500\u2500 READ \u2500\u2500 exhibits from a piece's draft: [{outlet, label, anchor,\u2026",
      "_origin": "ast",
      "community": 32,
      "file_type": "rationale",
      "norm_label": "extract the \u2500\u2500 read \u2500\u2500 exhibits from a piece's draft: [{outlet, label, anchor,...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L16274"
    },
    {
      "id": "parrot_sitegen_rationale_16302",
      "label": "Per-newsroom storyboards for a chain (reader ask, 2026-07-29): click an outlet\u2026",
      "_origin": "ast",
      "community": 32,
      "file_type": "rationale",
      "norm_label": "per-newsroom storyboards for a chain (reader ask, 2026-07-29): click an outlet...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L16302"
    },
    {
      "id": "parrot_sitegen_rationale_16414",
      "label": "The storyboards as machine-readable JSON (MCP v2) \u2014 the same per-outlet record\u2026",
      "_origin": "ast",
      "community": 32,
      "file_type": "rationale",
      "norm_label": "the storyboards as machine-readable json (mcp v2) \u2014 the same per-outlet record...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L16414"
    },
    {
      "id": "parrot_sitegen_rationale_16966",
      "label": "(n_angles, n_stories, n_outlets) across the angle fans \u2014 outlets counted once,\u2026",
      "_origin": "ast",
      "community": 32,
      "file_type": "rationale",
      "norm_label": "(n_angles, n_stories, n_outlets) across the angle fans \u2014 outlets counted once,...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L16966"
    },
    {
      "id": "parrot_sitegen_rationale_17028",
      "label": "/angles.json \u2014 the angle fans as a machine-readable dataset (CC BY 4.0). Every\u2026",
      "_origin": "ast",
      "community": 32,
      "file_type": "rationale",
      "norm_label": "/angles.json \u2014 the angle fans as a machine-readable dataset (cc by 4.0). every...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L17028"
    },
    {
      "id": "parrot_sitegen_rationale_302",
      "label": "Inline a pre-built, self-contained HTML widget fragment from\u2026",
      "_origin": "ast",
      "community": 32,
      "file_type": "rationale",
      "norm_label": "inline a pre-built, self-contained html widget fragment from...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L302"
    },
    {
      "id": "parrot_sitegen_rationale_344",
      "label": "Render the long-form audit draft \u2014 first-person prose interleaved with \u2500\u2500\u2026",
      "_origin": "ast",
      "community": 32,
      "file_type": "rationale",
      "norm_label": "render the long-form audit draft \u2014 first-person prose interleaved with \u2500\u2500...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L344"
    },
    {
      "id": "parrot_sitegen_rationale_4600",
      "label": "The \"Plain reading\" tab (Mike, 2026-09-04; renamed from \"Plain version\" the\u2026",
      "_origin": "ast",
      "community": 32,
      "file_type": "rationale",
      "norm_label": "the \"plain reading\" tab (mike, 2026-09-04; renamed from \"plain version\" the...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L4600"
    },
    {
      "id": "parrot_sitegen_rationale_6972",
      "label": "Match key for READ-exhibit outlet names against corpus/source outlet names. The\u2026",
      "_origin": "ast",
      "community": 32,
      "file_type": "rationale",
      "norm_label": "match key for read-exhibit outlet names against corpus/source outlet names. the...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L6972"
    },
    {
      "id": "parrot_sitegen_rationale_7000",
      "label": "MSNBC -> MS NOW in a display label, with the resulting duplication removed.",
      "_origin": "ast",
      "community": 32,
      "file_type": "rationale",
      "norm_label": "msnbc -> ms now in a display label, with the resulting duplication removed.",
      "source_file": "parrot/sitegen.py",
      "source_location": "L7000"
    },
    {
      "id": "parrot_sitegen_rationale_7015",
      "label": "Light outlet-name normalization so the beat/index don't fragment one outlet\u2026",
      "_origin": "ast",
      "community": 32,
      "file_type": "rationale",
      "norm_label": "light outlet-name normalization so the beat/index don't fragment one outlet...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L7015"
    },
    {
      "id": "parrot_sitegen_rationale_7036",
      "label": "The publisher an attribution string credits: the '(via X)' publisher when\u2026",
      "_origin": "ast",
      "community": 32,
      "file_type": "rationale",
      "norm_label": "the publisher an attribution string credits: the '(via x)' publisher when...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L7036"
    },
    {
      "id": "parrot_sitegen_rationale_82",
      "label": "Escape, then apply the prose voice's light inline emphasis: **strong**, *em*,\u2026",
      "_origin": "ast",
      "community": 32,
      "file_type": "rationale",
      "norm_label": "escape, then apply the prose voice's light inline emphasis: **strong**, *em*,...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L82"
    },
    {
      "id": "parrot_sitegen_rationale_933",
      "label": "Article/hero [OUTPUT] chrome. Prefer claim-scoped; legacy keeps chrome, invents\u2026",
      "_origin": "ast",
      "community": 32,
      "file_type": "rationale",
      "norm_label": "article/hero [output] chrome. prefer claim-scoped; legacy keeps chrome, invents...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L933"
    },
    {
      "id": "parrot_herocanon_py_path",
      "label": "Path",
      "_origin": "ast",
      "community": 33,
      "file_type": "code",
      "norm_label": "path",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "scripts_hero_render",
      "label": "hero_render.py",
      "_origin": "ast",
      "community": 33,
      "file_type": "code",
      "norm_label": "hero_render.py",
      "source_file": "scripts/hero_render.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_hero_render_py_path",
      "label": "Path",
      "_origin": "ast",
      "community": 33,
      "file_type": "code",
      "norm_label": "path",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "parrot_herocanon_rationale_115",
      "label": "Scrubbed env for the Max-billed CLI, loading the OAuth token the way qc.py does.",
      "_origin": "ast",
      "community": 33,
      "file_type": "rationale",
      "norm_label": "scrubbed env for the max-billed cli, loading the oauth token the way qc.py does.",
      "source_file": "parrot/herocanon.py",
      "source_location": "L115"
    },
    {
      "id": "parrot_herocanon_rationale_129",
      "label": "Best-effort name of what asked for this call \u2014 the repo file two frames up.\u2026",
      "_origin": "ast",
      "community": 33,
      "file_type": "rationale",
      "norm_label": "best-effort name of what asked for this call \u2014 the repo file two frames up....",
      "source_file": "parrot/herocanon.py",
      "source_location": "L129"
    },
    {
      "id": "parrot_herocanon_rationale_216",
      "label": "One headless vision call. Returns the parsed JSON object, {'error': ...}, or\u2026",
      "_origin": "ast",
      "community": 33,
      "file_type": "rationale",
      "norm_label": "one headless vision call. returns the parsed json object, {'error': ...}, or...",
      "source_file": "parrot/herocanon.py",
      "source_location": "L216"
    },
    {
      "id": "parrot_herocanon_rationale_265",
      "label": "GLM-5.3 vision call via Z.ai's Anthropic-compatible endpoint, same interface\u2026",
      "_origin": "ast",
      "community": 33,
      "file_type": "rationale",
      "norm_label": "glm-5.3 vision call via z.ai's anthropic-compatible endpoint, same interface...",
      "source_file": "parrot/herocanon.py",
      "source_location": "L265"
    },
    {
      "id": "parrot_herocanon_rationale_334",
      "label": "Dispatch to the GLM or Claude vision backend. PARROT_HERO_GATE_BACKEND=glm to\u2026",
      "_origin": "ast",
      "community": 33,
      "file_type": "rationale",
      "norm_label": "dispatch to the glm or claude vision backend. parrot_hero_gate_backend=glm to...",
      "source_file": "parrot/herocanon.py",
      "source_location": "L334"
    },
    {
      "id": "parrot_herocanon_rationale_364",
      "label": "Local qwen2.5-VL judge via ollama (2026-08-26). Same JSON-shape contract as\u2026",
      "_origin": "ast",
      "community": 33,
      "file_type": "rationale",
      "norm_label": "local qwen2.5-vl judge via ollama (2026-08-26). same json-shape contract as...",
      "source_file": "parrot/herocanon.py",
      "source_location": "L364"
    },
    {
      "id": "parrot_herocanon_rationale_458",
      "label": "Judge one render against the canon. Returns the verdict dict, or None when the\u2026",
      "_origin": "ast",
      "community": 33,
      "file_type": "rationale",
      "norm_label": "judge one render against the canon. returns the verdict dict, or none when the...",
      "source_file": "parrot/herocanon.py",
      "source_location": "L458"
    },
    {
      "id": "parrot_herocanon_rationale_532",
      "label": "Write a hero concept while LOOKING at the canon. Returns {concept, alt} or\u2026",
      "_origin": "ast",
      "community": 33,
      "file_type": "rationale",
      "norm_label": "write a hero concept while looking at the canon. returns {concept, alt} or...",
      "source_file": "parrot/herocanon.py",
      "source_location": "L532"
    },
    {
      "id": "parrot_herocanon_rationale_563",
      "label": "Alt-text written from the RENDERED IMAGE, not from the concept that requested\u2026",
      "_origin": "ast",
      "community": 33,
      "file_type": "rationale",
      "norm_label": "alt-text written from the rendered image, not from the concept that requested...",
      "source_file": "parrot/herocanon.py",
      "source_location": "L563"
    },
    {
      "id": "parrot_herocanon_rationale_86",
      "label": "The approved heroes, as files, ordered for treatment range (see\u2026",
      "_origin": "ast",
      "community": 33,
      "file_type": "rationale",
      "norm_label": "the approved heroes, as files, ordered for treatment range (see...",
      "source_file": "parrot/herocanon.py",
      "source_location": "L86"
    },
    {
      "id": "parrot_nodes_n13_image_rationale_118",
      "label": "Claude art-directs the image. Returns {concept, alt}. When a canon exists\u2026",
      "_origin": "ast",
      "community": 33,
      "file_type": "rationale",
      "norm_label": "claude art-directs the image. returns {concept, alt}. when a canon exists...",
      "source_file": "parrot/nodes/n13_image.py",
      "source_location": "L118"
    },
    {
      "id": "parrot_nodes_n13_image_rationale_359",
      "label": "Art-direct + render one hero illustration for the finished article. Returns the\u2026",
      "_origin": "ast",
      "community": 33,
      "file_type": "rationale",
      "norm_label": "art-direct + render one hero illustration for the finished article. returns the...",
      "source_file": "parrot/nodes/n13_image.py",
      "source_location": "L359"
    },
    {
      "id": "scripts_hero_render_rationale_2",
      "label": "Render one hero PNG for <slug>, taking the art-direction concept from a FILE.\u2026",
      "_origin": "ast",
      "community": 33,
      "file_type": "rationale",
      "norm_label": "render one hero png for <slug>, taking the art-direction concept from a file....",
      "source_file": "scripts/hero_render.py",
      "source_location": "L2"
    },
    {
      "id": "parrot_sitegen_rationale_10626",
      "label": "/corrections/feed.xml \u2014 the accountability ledger as a subscribable RSS 2.0\u2026",
      "_origin": "ast",
      "community": 34,
      "file_type": "rationale",
      "norm_label": "/corrections/feed.xml \u2014 the accountability ledger as a subscribable rss 2.0...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L10626"
    },
    {
      "id": "parrot_sitegen_rationale_12195",
      "label": "A tiny copy-permalink affordance for a lexicon entry. It is a real in-page\u2026",
      "_origin": "ast",
      "community": 34,
      "file_type": "rationale",
      "norm_label": "a tiny copy-permalink affordance for a lexicon entry. it is a real in-page...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L12195"
    },
    {
      "id": "parrot_sitegen_rationale_12225",
      "label": "The canon running bits from the twin's motif ledger (data/twin/motifs.json),\u2026",
      "_origin": "ast",
      "community": 34,
      "file_type": "rationale",
      "norm_label": "the canon running bits from the twin's motif ledger (data/twin/motifs.json),...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L12225"
    },
    {
      "id": "parrot_sitegen_rationale_12242",
      "label": "One running-bit card for the Lexicon's 'Running bits' section. A callback is a\u2026",
      "_origin": "ast",
      "community": 34,
      "file_type": "rationale",
      "norm_label": "one running-bit card for the lexicon's 'running bits' section. a callback is a...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L12242"
    },
    {
      "id": "parrot_sitegen_rationale_12265",
      "label": "The Lexicon \u2014 the desk's accumulated corpus re-cut as a dictionary of contested\u2026",
      "_origin": "ast",
      "community": 34,
      "file_type": "rationale",
      "norm_label": "the lexicon \u2014 the desk's accumulated corpus re-cut as a dictionary of contested...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L12265"
    },
    {
      "id": "parrot_sitegen_rationale_12412",
      "label": "Machine-readable Lexicon \u2014 the dictionary as data other tools/AIs can pull and\u2026",
      "_origin": "ast",
      "community": 34,
      "file_type": "rationale",
      "norm_label": "machine-readable lexicon \u2014 the dictionary as data other tools/ais can pull and...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L12412"
    },
    {
      "id": "parrot_sitegen_rationale_1303",
      "label": "Ordered source list for the audit's evidence appendix (see\u2026",
      "_origin": "ast",
      "community": 34,
      "file_type": "rationale",
      "norm_label": "ordered source list for the audit's evidence appendix (see...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L1303"
    },
    {
      "id": "parrot_sitegen_rationale_17123",
      "label": "RFC-822 pubDate from a normal ISO-8601 timestamp (colons, trailing Z) \u2014 the\u2026",
      "_origin": "ast",
      "community": 34,
      "file_type": "rationale",
      "norm_label": "rfc-822 pubdate from a normal iso-8601 timestamp (colons, trailing z) \u2014 the...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L17123"
    },
    {
      "id": "parrot_sitegen_rationale_1780",
      "label": "run_id -> 'June 17, 2026' for the visible dateline. '' if not a run stamp.",
      "_origin": "ast",
      "community": 34,
      "file_type": "rationale",
      "norm_label": "run_id -> 'june 17, 2026' for the visible dateline. '' if not a run stamp.",
      "source_file": "parrot/sitegen.py",
      "source_location": "L1780"
    },
    {
      "id": "parrot_sitegen_rationale_4560",
      "label": "One-tap sharing \u2014 the thing the desk was missing. X / Bluesky / Reddit intents,\u2026",
      "_origin": "ast",
      "community": 34,
      "file_type": "rationale",
      "norm_label": "one-tap sharing \u2014 the thing the desk was missing. x / bluesky / reddit intents,...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L4560"
    },
    {
      "id": "parrot_sitegen_rationale_7061",
      "label": "A small AllSides-lean pill for an outlet, or '' if AllSides doesn't rate it.",
      "_origin": "ast",
      "community": 34,
      "file_type": "rationale",
      "norm_label": "a small allsides-lean pill for an outlet, or '' if allsides doesn't rate it.",
      "source_file": "parrot/sitegen.py",
      "source_location": "L7061"
    },
    {
      "id": "parrot_sitegen_rationale_8282",
      "label": "One reusable client-side filter for a browse-only index page (Lexicon / Archive\u2026",
      "_origin": "ast",
      "community": 34,
      "file_type": "rationale",
      "norm_label": "one reusable client-side filter for a browse-only index page (lexicon / archive...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L8282"
    },
    {
      "id": "parrot_sitegen_rationale_8990",
      "label": "AFP via BSS\" -> \"AFP\". A wire's standing record must not be split across one\u2026",
      "_origin": "ast",
      "community": 34,
      "file_type": "rationale",
      "norm_label": "afp via bss\" -> \"afp\". a wire's standing record must not be split across one...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L8990"
    },
    {
      "id": "parrot_sitegen_rationale_9008",
      "label": "outlet -> {recs, hard, soft, spans} across the cross-outlet corpus.\u2026",
      "_origin": "ast",
      "community": 34,
      "file_type": "rationale",
      "norm_label": "outlet -> {recs, hard, soft, spans} across the cross-outlet corpus....",
      "source_file": "parrot/sitegen.py",
      "source_location": "L9008"
    },
    {
      "id": "parrot_sitegen_rationale_9044",
      "label": "One masthead's standing record: what this desk has quoted from it, and which\u2026",
      "_origin": "ast",
      "community": 34,
      "file_type": "rationale",
      "norm_label": "one masthead's standing record: what this desk has quoted from it, and which...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L9044"
    },
    {
      "id": "parrot_sitegen_rationale_9136",
      "label": "The /outlets page: every outlet the desk has audited, with the pieces where it\u2026",
      "_origin": "ast",
      "community": 34,
      "file_type": "rationale",
      "norm_label": "the /outlets page: every outlet the desk has audited, with the pieces where it...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L9136"
    },
    {
      "id": "scripts_parrot_alerts",
      "label": "parrot_alerts.py",
      "_origin": "ast",
      "community": 35,
      "file_type": "code",
      "norm_label": "parrot_alerts.py",
      "source_file": "scripts/parrot_alerts.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_parrot_alerts_rationale_128",
      "label": "fal.ai pays for every hero and cartoon. At $0 the desk does not slow down \u2014\u2026",
      "_origin": "ast",
      "community": 35,
      "file_type": "rationale",
      "norm_label": "fal.ai pays for every hero and cartoon. at $0 the desk does not slow down \u2014...",
      "source_file": "scripts/parrot_alerts.py",
      "source_location": "L128"
    },
    {
      "id": "scripts_parrot_alerts_rationale_170",
      "label": "The Max-plan caps are enforced by spend_guard.sh, which SKIPS cycles when they\u2026",
      "_origin": "ast",
      "community": 35,
      "file_type": "rationale",
      "norm_label": "the max-plan caps are enforced by spend_guard.sh, which skips cycles when they...",
      "source_file": "scripts/parrot_alerts.py",
      "source_location": "L170"
    },
    {
      "id": "scripts_parrot_alerts_rationale_2",
      "label": "Parrot alert engine \u2014 pages #parrot-alerts when something that costs money or\u2026",
      "_origin": "ast",
      "community": 35,
      "file_type": "rationale",
      "norm_label": "parrot alert engine \u2014 pages #parrot-alerts when something that costs money or...",
      "source_file": "scripts/parrot_alerts.py",
      "source_location": "L2"
    },
    {
      "id": "scripts_parrot_alerts_rationale_231",
      "label": "Only worth reporting while DeepSeek is actually being billed. It was retired\u2026",
      "_origin": "ast",
      "community": 35,
      "file_type": "rationale",
      "norm_label": "only worth reporting while deepseek is actually being billed. it was retired...",
      "source_file": "scripts/parrot_alerts.py",
      "source_location": "L231"
    },
    {
      "id": "scripts_parrot_alerts_rationale_266",
      "label": "GLM (z.ai) is the active writer + hero-vision backend\u2026",
      "_origin": "ast",
      "community": 35,
      "file_type": "rationale",
      "norm_label": "glm (z.ai) is the active writer + hero-vision backend...",
      "source_file": "scripts/parrot_alerts.py",
      "source_location": "L266"
    },
    {
      "id": "scripts_parrot_alerts_rationale_341",
      "label": "Measure the working branch against ITS OWN upstream, not against main. This\u2026",
      "_origin": "ast",
      "community": 35,
      "file_type": "rationale",
      "norm_label": "measure the working branch against its own upstream, not against main. this...",
      "source_file": "scripts/parrot_alerts.py",
      "source_location": "L341"
    },
    {
      "id": "scripts_parrot_alerts_rationale_377",
      "label": "A backup rail that stops is silent by nature. Measure the artifact, not the\u2026",
      "_origin": "ast",
      "community": 35,
      "file_type": "rationale",
      "norm_label": "a backup rail that stops is silent by nature. measure the artifact, not the...",
      "source_file": "scripts/parrot_alerts.py",
      "source_location": "L377"
    },
    {
      "id": "scripts_parrot_alerts_rationale_439",
      "label": "The desk publishing nothing for hours is the failure every other check exists\u2026",
      "_origin": "ast",
      "community": 35,
      "file_type": "rationale",
      "norm_label": "the desk publishing nothing for hours is the failure every other check exists...",
      "source_file": "scripts/parrot_alerts.py",
      "source_location": "L439"
    },
    {
      "id": "scripts_parrot_alerts_rationale_469",
      "label": "The one thing no other check covers: is there a copy of the irreplaceable data\u2026",
      "_origin": "ast",
      "community": 35,
      "file_type": "rationale",
      "norm_label": "the one thing no other check covers: is there a copy of the irreplaceable data...",
      "source_file": "scripts/parrot_alerts.py",
      "source_location": "L469"
    },
    {
      "id": "scripts_parrot_alerts_rationale_503",
      "label": "Off-BOX (the Mac) and off-SITE (R2) are different guarantees and are tracked\u2026",
      "_origin": "ast",
      "community": 35,
      "file_type": "rationale",
      "norm_label": "off-box (the mac) and off-site (r2) are different guarantees and are tracked...",
      "source_file": "scripts/parrot_alerts.py",
      "source_location": "L503"
    },
    {
      "id": "scripts_parrot_alerts_rationale_540",
      "label": "Every file in data/distill/ is one full writer generation \u2014 a ~126k-char prompt\u2026",
      "_origin": "ast",
      "community": 35,
      "file_type": "rationale",
      "norm_label": "every file in data/distill/ is one full writer generation \u2014 a ~126k-char prompt...",
      "source_file": "scripts/parrot_alerts.py",
      "source_location": "L540"
    },
    {
      "id": "scripts_parrot_alerts_rationale_589",
      "label": "FAST VERSION liveness (plan Track D2, 2026-08-30). The block has silently died\u2026",
      "_origin": "ast",
      "community": 35,
      "file_type": "rationale",
      "norm_label": "fast version liveness (plan track d2, 2026-08-30). the block has silently died...",
      "source_file": "scripts/parrot_alerts.py",
      "source_location": "L589"
    },
    {
      "id": "scripts_editor_rail",
      "label": "editor_rail.py",
      "_origin": "ast",
      "community": 36,
      "file_type": "code",
      "norm_label": "editor_rail.py",
      "source_file": "scripts/editor_rail.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_editor_rail_py_path",
      "label": "Path",
      "_origin": "ast",
      "community": 36,
      "file_type": "code",
      "norm_label": "path",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "scripts_editor_slack",
      "label": "editor_slack.py",
      "_origin": "ast",
      "community": 36,
      "file_type": "code",
      "norm_label": "editor_slack.py",
      "source_file": "scripts/editor_slack.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_editor_rail_rationale_2",
      "label": "editor_rail.py \u2014 the site editor's plumbing (see EDITOR.md). Cards, decisions,\u2026",
      "_origin": "ast",
      "community": 36,
      "file_type": "rationale",
      "norm_label": "editor_rail.py \u2014 the site editor's plumbing (see editor.md). cards, decisions,...",
      "source_file": "scripts/editor_rail.py",
      "source_location": "L2"
    },
    {
      "id": "scripts_editor_rail_rationale_201",
      "label": "Mirror pending cards + the ledger tail to the edge so the dot's tools can see\u2026",
      "_origin": "ast",
      "community": 36,
      "file_type": "rationale",
      "norm_label": "mirror pending cards + the ledger tail to the edge so the dot's tools can see...",
      "source_file": "scripts/editor_rail.py",
      "source_location": "L201"
    },
    {
      "id": "scripts_editor_rail_rationale_209",
      "label": "Bring decisions made on the edge (by the dot / phone) into the local files,\u2026",
      "_origin": "ast",
      "community": 36,
      "file_type": "rationale",
      "norm_label": "bring decisions made on the edge (by the dot / phone) into the local files,...",
      "source_file": "scripts/editor_rail.py",
      "source_location": "L209"
    },
    {
      "id": "scripts_editor_rail_rationale_88",
      "label": "One call to the MCP server's editor_sync tool (the Worker owns the KV binding;\u2026",
      "_origin": "ast",
      "community": 36,
      "file_type": "rationale",
      "norm_label": "one call to the mcp server's editor_sync tool (the worker owns the kv binding;...",
      "source_file": "scripts/editor_rail.py",
      "source_location": "L88"
    },
    {
      "id": "scripts_editor_slack_rationale_2",
      "label": "editor_slack.py \u2014 the site editor's Slack rail (#site-editor). post-cycle one\u2026",
      "_origin": "ast",
      "community": 36,
      "file_type": "rationale",
      "norm_label": "editor_slack.py \u2014 the site editor's slack rail (#site-editor). post-cycle one...",
      "source_file": "scripts/editor_slack.py",
      "source_location": "L2"
    },
    {
      "id": "scripts_overview_worker",
      "label": "overview_worker.py",
      "_origin": "ast",
      "community": 37,
      "file_type": "code",
      "norm_label": "overview_worker.py",
      "source_file": "scripts/overview_worker.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_overview_worker_py_datetime",
      "label": "datetime",
      "_origin": "ast",
      "community": 37,
      "file_type": "code",
      "norm_label": "datetime",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "scripts_overview_worker_py_path",
      "label": "Path",
      "_origin": "ast",
      "community": 37,
      "file_type": "code",
      "norm_label": "path",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "scripts_overview_worker_rationale_110",
      "label": "Age from claimed_at, else file mtime.",
      "_origin": "ast",
      "community": 37,
      "file_type": "rationale",
      "norm_label": "age from claimed_at, else file mtime.",
      "source_file": "scripts/overview_worker.py",
      "source_location": "L110"
    },
    {
      "id": "scripts_overview_worker_rationale_120",
      "label": "Move inflight older than stale_sec to failed/ with fail_reason=stale. Forward-\u2026",
      "_origin": "ast",
      "community": 37,
      "file_type": "rationale",
      "norm_label": "move inflight older than stale_sec to failed/ with fail_reason=stale. forward-...",
      "source_file": "scripts/overview_worker.py",
      "source_location": "L120"
    },
    {
      "id": "scripts_overview_worker_rationale_161",
      "label": "If oldest inflight age > max_wait_sec, write notify JSON. No TT post.",
      "_origin": "ast",
      "community": 37,
      "file_type": "rationale",
      "norm_label": "if oldest inflight age > max_wait_sec, write notify json. no tt post.",
      "source_file": "scripts/overview_worker.py",
      "source_location": "L161"
    },
    {
      "id": "scripts_overview_worker_rationale_2",
      "label": "S1/S2/S3 Overview spool worker: singleton flock, exclusive claim, lease\u2026",
      "_origin": "ast",
      "community": 37,
      "file_type": "rationale",
      "norm_label": "s1/s2/s3 overview spool worker: singleton flock, exclusive claim, lease...",
      "source_file": "scripts/overview_worker.py",
      "source_location": "L2"
    },
    {
      "id": "scripts_overview_worker_rationale_213",
      "label": "Move expired/stale inflight jobs: attempt++; >max \u2192 failed else queue. Returns\u2026",
      "_origin": "ast",
      "community": 37,
      "file_type": "rationale",
      "norm_label": "move expired/stale inflight jobs: attempt++; >max \u2192 failed else queue. returns...",
      "source_file": "scripts/overview_worker.py",
      "source_location": "L213"
    },
    {
      "id": "scripts_overview_worker_rationale_275",
      "label": "Exclusive claim: mv first queue/*.json \u2192 inflight/, stamp lease.",
      "_origin": "ast",
      "community": 37,
      "file_type": "rationale",
      "norm_label": "exclusive claim: mv first queue/*.json \u2192 inflight/, stamp lease.",
      "source_file": "scripts/overview_worker.py",
      "source_location": "L275"
    },
    {
      "id": "scripts_overview_worker_rationale_306",
      "label": "Return (argv_prefix, mode) for lock wrapper. Prefer OVERVIEW_LOCK_CMD env; else\u2026",
      "_origin": "ast",
      "community": 37,
      "file_type": "rationale",
      "norm_label": "return (argv_prefix, mode) for lock wrapper. prefer overview_lock_cmd env; else...",
      "source_file": "scripts/overview_worker.py",
      "source_location": "L306"
    },
    {
      "id": "scripts_overview_worker_rationale_324",
      "label": "Stamp computed wait/hold onto manifest + latest ledger row for slug.",
      "_origin": "ast",
      "community": 37,
      "file_type": "rationale",
      "norm_label": "stamp computed wait/hold onto manifest + latest ledger row for slug.",
      "source_file": "scripts/overview_worker.py",
      "source_location": "L324"
    },
    {
      "id": "scripts_overview_worker_rationale_372",
      "label": "Ensure manifest exists/updated for already_done short-circuit.",
      "_origin": "ast",
      "community": 37,
      "file_type": "rationale",
      "norm_label": "ensure manifest exists/updated for already_done short-circuit.",
      "source_file": "scripts/overview_worker.py",
      "source_location": "L372"
    },
    {
      "id": "scripts_overview_worker_rationale_409",
      "label": "TTS/cards/brand WITHOUT holding parrot_change_lock. T4: calls\u2026",
      "_origin": "ast",
      "community": 37,
      "file_type": "rationale",
      "norm_label": "tts/cards/brand without holding parrot_change_lock. t4: calls...",
      "source_file": "scripts/overview_worker.py",
      "source_location": "L409"
    },
    {
      "id": "scripts_overview_worker_rationale_526",
      "label": "Invoke write-tail UNDER lock wrapper only. Returns (wait_ms, hold_ms, result).",
      "_origin": "ast",
      "community": 37,
      "file_type": "rationale",
      "norm_label": "invoke write-tail under lock wrapper only. returns (wait_ms, hold_ms, result).",
      "source_file": "scripts/overview_worker.py",
      "source_location": "L526"
    },
    {
      "id": "scripts_overview_worker_rationale_75",
      "label": "Exclusive non-blocking flock. Returns open file handle or None.",
      "_origin": "ast",
      "community": 37,
      "file_type": "rationale",
      "norm_label": "exclusive non-blocking flock. returns open file handle or none.",
      "source_file": "scripts/overview_worker.py",
      "source_location": "L75"
    },
    {
      "id": "scripts_overview_worker_rationale_750",
      "label": "Return 0 idle, 1 processed a job (or reclaim-only with work).",
      "_origin": "ast",
      "community": 37,
      "file_type": "rationale",
      "norm_label": "return 0 idle, 1 processed a job (or reclaim-only with work).",
      "source_file": "scripts/overview_worker.py",
      "source_location": "L750"
    },
    {
      "id": "scripts_bsky_post",
      "label": "bsky_post.py",
      "_origin": "ast",
      "community": 38,
      "file_type": "code",
      "norm_label": "bsky_post.py",
      "source_file": "scripts/bsky_post.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_bsky_post_py_htmlparser",
      "label": "HTMLParser",
      "_origin": "ast",
      "community": 38,
      "file_type": "code",
      "norm_label": "htmlparser",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "scripts_bsky_post_py_session",
      "label": "Session",
      "_origin": "ast",
      "community": 38,
      "file_type": "code",
      "norm_label": "session",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "scripts_script_subset_check",
      "label": "script_subset_check.py",
      "_origin": "ast",
      "community": 38,
      "file_type": "code",
      "norm_label": "script_subset_check.py",
      "source_file": "scripts/script_subset_check.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_script_subset_check_py_htmlparser",
      "label": "HTMLParser",
      "_origin": "ast",
      "community": 38,
      "file_type": "code",
      "norm_label": "htmlparser",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "scripts_script_subset_check_py_path",
      "label": "Path",
      "_origin": "ast",
      "community": 38,
      "file_type": "code",
      "norm_label": "path",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "scripts_bsky_post_rationale_1",
      "label": "Post to Bluesky directly via the AT Protocol \u2014 the free, quota-less rail. The\u2026",
      "_origin": "ast",
      "community": 38,
      "file_type": "rationale",
      "norm_label": "post to bluesky directly via the at protocol \u2014 the free, quota-less rail. the...",
      "source_file": "scripts/bsky_post.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_bsky_post_rationale_102",
      "label": "MIME type from the image's magic bytes \u2014 the desk's receipt cards are PNGs,\u2026",
      "_origin": "ast",
      "community": 38,
      "file_type": "rationale",
      "norm_label": "mime type from the image's magic bytes \u2014 the desk's receipt cards are pngs,...",
      "source_file": "scripts/bsky_post.py",
      "source_location": "L102"
    },
    {
      "id": "scripts_bsky_post_rationale_116",
      "label": "Bytes for a thumb source: a local file path or an http(s) URL.",
      "_origin": "ast",
      "community": 38,
      "file_type": "rationale",
      "norm_label": "bytes for a thumb source: a local file path or an http(s) url.",
      "source_file": "scripts/bsky_post.py",
      "source_location": "L116"
    },
    {
      "id": "scripts_bsky_post_rationale_123",
      "label": "Build an app.bsky.embed.external from the page's OpenGraph tags. `image` (a\u2026",
      "_origin": "ast",
      "community": 38,
      "file_type": "rationale",
      "norm_label": "build an app.bsky.embed.external from the page's opengraph tags. `image` (a...",
      "source_file": "scripts/bsky_post.py",
      "source_location": "L123"
    },
    {
      "id": "scripts_bsky_post_rationale_163",
      "label": "Accept an at:// URI as-is, or a\u2026",
      "_origin": "ast",
      "community": 38,
      "file_type": "rationale",
      "norm_label": "accept an at:// uri as-is, or a...",
      "source_file": "scripts/bsky_post.py",
      "source_location": "L163"
    },
    {
      "id": "scripts_bsky_post_rationale_182",
      "label": "The strong refs a reply record needs: the parent post and the thread root. The\u2026",
      "_origin": "ast",
      "community": 38,
      "file_type": "rationale",
      "norm_label": "the strong refs a reply record needs: the parent post and the thread root. the...",
      "source_file": "scripts/bsky_post.py",
      "source_location": "L182"
    },
    {
      "id": "scripts_bsky_post_rationale_65",
      "label": "Byte-offset facets for URLs and hashtags (Bluesky needs explicit spans).",
      "_origin": "ast",
      "community": 38,
      "file_type": "rationale",
      "norm_label": "byte-offset facets for urls and hashtags (bluesky needs explicit spans).",
      "source_file": "scripts/bsky_post.py",
      "source_location": "L65"
    },
    {
      "id": "scripts_script_subset_check_rationale_2",
      "label": "R1: every claim-like sentence in Overview script resolves into the QCed\u2026",
      "_origin": "ast",
      "community": 38,
      "file_type": "rationale",
      "norm_label": "r1: every claim-like sentence in overview script resolves into the qced...",
      "source_file": "scripts/script_subset_check.py",
      "source_location": "L2"
    },
    {
      "id": "parrot_publish",
      "label": "publish.py",
      "_origin": "ast",
      "community": 39,
      "file_type": "code",
      "norm_label": "publish.py",
      "source_file": "parrot/publish.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_publish_py_path",
      "label": "Path",
      "_origin": "ast",
      "community": 39,
      "file_type": "code",
      "norm_label": "path",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "parrot_orchestrator_rationale_815",
      "label": "Clear a published piece onto the live site (add it to the deploy allowlist),\u2026",
      "_origin": "ast",
      "community": 39,
      "file_type": "rationale",
      "norm_label": "clear a published piece onto the live site (add it to the deploy allowlist),...",
      "source_file": "parrot/orchestrator.py",
      "source_location": "L815"
    },
    {
      "id": "parrot_orchestrator_rationale_880",
      "label": "Fire the Bluesky announcer the moment a piece is actually live, rather than\u2026",
      "_origin": "ast",
      "community": 39,
      "file_type": "rationale",
      "norm_label": "fire the bluesky announcer the moment a piece is actually live, rather than...",
      "source_file": "parrot/orchestrator.py",
      "source_location": "L880"
    },
    {
      "id": "parrot_publish_rationale_1",
      "label": "Publish (or update) a hand-written house-voice piece to the live Audit Desk.\u2026",
      "_origin": "ast",
      "community": 39,
      "file_type": "rationale",
      "norm_label": "publish (or update) a hand-written house-voice piece to the live audit desk....",
      "source_file": "parrot/publish.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_publish_rationale_1111",
      "label": "Refuse to put a piece live without an attached hero image. No override exists.\u2026",
      "_origin": "ast",
      "community": 39,
      "file_type": "rationale",
      "norm_label": "refuse to put a piece live without an attached hero image. no override exists....",
      "source_file": "parrot/publish.py",
      "source_location": "L1111"
    },
    {
      "id": "parrot_publish_rationale_1180",
      "label": "Clear a published piece onto the live site by adding it to the allowlist.\u2026",
      "_origin": "ast",
      "community": 39,
      "file_type": "rationale",
      "norm_label": "clear a published piece onto the live site by adding it to the allowlist....",
      "source_file": "parrot/publish.py",
      "source_location": "L1180"
    },
    {
      "id": "parrot_publish_rationale_1192",
      "label": "Retire a piece to the archive by slug or run_id. Returns the resolved run_id,\u2026",
      "_origin": "ast",
      "community": 39,
      "file_type": "rationale",
      "norm_label": "retire a piece to the archive by slug or run_id. returns the resolved run_id,...",
      "source_file": "parrot/publish.py",
      "source_location": "L1192"
    },
    {
      "id": "parrot_publish_rationale_1209",
      "label": "Bring a retired piece back into homepage eligibility. Returns the resolved\u2026",
      "_origin": "ast",
      "community": 39,
      "file_type": "rationale",
      "norm_label": "bring a retired piece back into homepage eligibility. returns the resolved...",
      "source_file": "parrot/publish.py",
      "source_location": "L1209"
    },
    {
      "id": "parrot_publish_rationale_1220",
      "label": "Pin a piece as the homepage hero. Sticky: survives every publish \u2014 the hero\u2026",
      "_origin": "ast",
      "community": 39,
      "file_type": "rationale",
      "norm_label": "pin a piece as the homepage hero. sticky: survives every publish \u2014 the hero...",
      "source_file": "parrot/publish.py",
      "source_location": "L1220"
    },
    {
      "id": "parrot_publish_rationale_260",
      "label": "Re-check TOPIC_HARD_BLOCK against an already-published draft immediately before\u2026",
      "_origin": "ast",
      "community": 39,
      "file_type": "rationale",
      "norm_label": "re-check topic_hard_block against an already-published draft immediately before...",
      "source_file": "parrot/publish.py",
      "source_location": "L260"
    },
    {
      "id": "parrot_publish_rationale_319",
      "label": "run_id of an already-published run matching `slug`, else None. Default (admin\u2026",
      "_origin": "ast",
      "community": 39,
      "file_type": "rationale",
      "norm_label": "run_id of an already-published run matching `slug`, else none. default (admin...",
      "source_file": "parrot/publish.py",
      "source_location": "L319"
    },
    {
      "id": "parrot_publish_rationale_362",
      "label": "Date (YYYY-MM-DD) the writer plane started logging receipts, '' if never.\u2026",
      "_origin": "ast",
      "community": 39,
      "file_type": "rationale",
      "norm_label": "date (yyyy-mm-dd) the writer plane started logging receipts, '' if never....",
      "source_file": "parrot/publish.py",
      "source_location": "L362"
    },
    {
      "id": "parrot_publish_rationale_37",
      "label": "Write a state file via tmp-file + os.replace (same pattern as jobs.enqueue) so\u2026",
      "_origin": "ast",
      "community": 39,
      "file_type": "rationale",
      "norm_label": "write a state file via tmp-file + os.replace (same pattern as jobs.enqueue) so...",
      "source_file": "parrot/publish.py",
      "source_location": "L37"
    },
    {
      "id": "parrot_publish_rationale_381",
      "label": "Record a human's by-hand byline claim, so it is auditable like any other.",
      "_origin": "ast",
      "community": 39,
      "file_type": "rationale",
      "norm_label": "record a human's by-hand byline claim, so it is auditable like any other.",
      "source_file": "parrot/publish.py",
      "source_location": "L381"
    },
    {
      "id": "parrot_publish_rationale_519",
      "label": "# NOTE: the glued-exhibit-line check (lint_exhibit_lines) is deliberately NOT a\u2026",
      "_origin": "ast",
      "community": 39,
      "file_type": "rationale",
      "norm_label": "# note: the glued-exhibit-line check (lint_exhibit_lines) is deliberately not a...",
      "source_file": "parrot/publish.py",
      "source_location": "L519"
    },
    {
      "id": "parrot_sitegen_rationale_10598",
      "label": "/corrections.json \u2014 the accountability ledger as structured data (CC BY 4.0),\u2026",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "/corrections.json \u2014 the accountability ledger as structured data (cc by 4.0),...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L10598"
    },
    {
      "id": "parrot_sitegen_rationale_11885",
      "label": "Machine-readable Framing Index \u2014 the dataset other tools/AIs can pull and cite\u2026",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "machine-readable framing index \u2014 the dataset other tools/ais can pull and cite...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L11885"
    },
    {
      "id": "parrot_sitegen_rationale_12487",
      "label": "Published Worst Sentence entries, newest first. Fail-soft. Only `published:\u2026",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "published worst sentence entries, newest first. fail-soft. only `published:...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L12487"
    },
    {
      "id": "parrot_sitegen_rationale_12958",
      "label": "/rhetoric.json \u2014 the checklist preview as structured data (CC BY 4.0): the type\u2026",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "/rhetoric.json \u2014 the checklist preview as structured data (cc by 4.0): the type...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L12958"
    },
    {
      "id": "parrot_sitegen_rationale_13274",
      "label": "/sponsors.json \u2014 the ledger as structured data (CC BY 4.0): per-channel ad-\u2026",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "/sponsors.json \u2014 the ledger as structured data (cc by 4.0): per-channel ad-...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L13274"
    },
    {
      "id": "parrot_sitegen_rationale_13554",
      "label": "/transcripts.json \u2014 the corpus as structured data (CC BY 4.0): every utterance\u2026",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "/transcripts.json \u2014 the corpus as structured data (cc by 4.0): every utterance...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L13554"
    },
    {
      "id": "parrot_sitegen_rationale_14087",
      "label": "/coverage.json \u2014 the capture ledger's machine face: per-channel caveat strings\u2026",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "/coverage.json \u2014 the capture ledger's machine face: per-channel caveat strings...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L14087"
    },
    {
      "id": "parrot_sitegen_rationale_14276",
      "label": "The frozen snapshots, newest first. Bad or partial files are skipped, never\u2026",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "the frozen snapshots, newest first. bad or partial files are skipped, never...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L14276"
    },
    {
      "id": "parrot_sitegen_rationale_14418",
      "label": "Frozen per-day divergence snapshots, newest first. A day is either its record\u2026",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "frozen per-day divergence snapshots, newest first. a day is either its record...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L14418"
    },
    {
      "id": "parrot_sitegen_rationale_14437",
      "label": "How often each channel was the one that ran nothing \u2014 counted only over the\u2026",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "how often each channel was the one that ran nothing \u2014 counted only over the...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L14437"
    },
    {
      "id": "parrot_sitegen_rationale_14615",
      "label": "The whole ledger, machine-readable. Counts and verbatim banners only.",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "the whole ledger, machine-readable. counts and verbatim banners only.",
      "source_file": "parrot/sitegen.py",
      "source_location": "L14615"
    },
    {
      "id": "parrot_sitegen_rationale_14634",
      "label": "The Proof Watch ledger, or None when the file is absent or malformed \u2014 the\u2026",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "the proof watch ledger, or none when the file is absent or malformed \u2014 the...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L14634"
    },
    {
      "id": "parrot_sitegen_rationale_14820",
      "label": "The ledger, machine-readable. Positions and verbatim spans only.",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "the ledger, machine-readable. positions and verbatim spans only.",
      "source_file": "parrot/sitegen.py",
      "source_location": "L14820"
    },
    {
      "id": "parrot_sitegen_rationale_14970",
      "label": "Discover data/briefs/brief-*.md drafts: [{slug, path, curated, when}], newest-\u2026",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "discover data/briefs/brief-*.md drafts: [{slug, path, curated, when}], newest-...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L14970"
    },
    {
      "id": "parrot_sitegen_rationale_16125",
      "label": "The article page's chain strip, restyled to the ratified pill presentation\u2026",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "the article page's chain strip, restyled to the ratified pill presentation...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L16125"
    },
    {
      "id": "parrot_sitegen_rationale_16662",
      "label": "data/terms/vendors.json \u2014 the tracked contract set, as written by\u2026",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "data/terms/vendors.json \u2014 the tracked contract set, as written by...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L16662"
    },
    {
      "id": "parrot_sitegen_rationale_17397",
      "label": "robots.txt \u2014 welcome search AND AI crawlers (each named explicitly), point them\u2026",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "robots.txt \u2014 welcome search and ai crawlers (each named explicitly), point them...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L17397"
    },
    {
      "id": "parrot_sitegen_rationale_17420",
      "label": "/.well-known/security.txt (RFC 9116) \u2014 a machine-readable security contact so\u2026",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "/.well-known/security.txt (rfc 9116) \u2014 a machine-readable security contact so...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L17420"
    },
    {
      "id": "parrot_sitegen_rationale_17432",
      "label": "/.well-known/ai-plugin.json \u2014 AI agent/crawler discovery (OpenAI plugin\u2026",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "/.well-known/ai-plugin.json \u2014 ai agent/crawler discovery (openai plugin...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L17432"
    },
    {
      "id": "parrot_sitegen_rationale_17454",
      "label": "Cloudflare Pages _headers \u2014 cache policy + baseline security headers. Caching\u2026",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "cloudflare pages _headers \u2014 cache policy + baseline security headers. caching...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L17454"
    },
    {
      "id": "parrot_sitegen_rationale_17597",
      "label": "Cloudflare Pages _routes.json (M7) \u2014 keep Pages Functions invocation off static\u2026",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "cloudflare pages _routes.json (m7) \u2014 keep pages functions invocation off static...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L17597"
    },
    {
      "id": "parrot_sitegen_rationale_17682",
      "label": "Shared renderer for a vertical landing page at /<path>/, newest first, as a\u2026",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "shared renderer for a vertical landing page at /<path>/, newest first, as a...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L17682"
    },
    {
      "id": "parrot_sitegen_rationale_18141",
      "label": "Render the whole site into `root` (which already contains the static checked-in\u2026",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "render the whole site into `root` (which already contains the static checked-in...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L18141"
    },
    {
      "id": "parrot_sitegen_rationale_4426",
      "label": "The topic bag for a published piece: headline + story slug + vector labels,\u2026",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "the topic bag for a published piece: headline + story slug + vector labels,...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L4426"
    },
    {
      "id": "parrot_sitegen_rationale_4444",
      "label": "Top-k other published pieces sharing distinctive keywords with `rec`. A link\u2026",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "top-k other published pieces sharing distinctive keywords with `rec`. a link...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L4444"
    },
    {
      "id": "parrot_sitegen_rationale_6685",
      "label": "Write a hero image to the web root, downscaled to display width and JPEG-\u2026",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "write a hero image to the web root, downscaled to display width and jpeg-...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L6685"
    },
    {
      "id": "parrot_sitegen_rationale_6709",
      "label": "Copy a cartoon's hero video into the web root, next to its .jpg fallback.\u2026",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "copy a cartoon's hero video into the web root, next to its .jpg fallback....",
      "source_file": "parrot/sitegen.py",
      "source_location": "L6709"
    },
    {
      "id": "parrot_sitegen_rationale_8344",
      "label": "The /editorial/ landing page: every piece tagged section == \"Editorial\".",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "the /editorial/ landing page: every piece tagged section == \"editorial\".",
      "source_file": "parrot/sitegen.py",
      "source_location": "L8344"
    },
    {
      "id": "parrot_sitegen_rationale_8353",
      "label": "The /bulletins/ landing page: every piece tagged section == \"Bulletins\".",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "the /bulletins/ landing page: every piece tagged section == \"bulletins\".",
      "source_file": "parrot/sitegen.py",
      "source_location": "L8353"
    },
    {
      "id": "parrot_sitegen_rationale_8362",
      "label": "The /ai-news/ landing page: every piece tagged section == \"AI News\".",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "the /ai-news/ landing page: every piece tagged section == \"ai news\".",
      "source_file": "parrot/sitegen.py",
      "source_location": "L8362"
    },
    {
      "id": "parrot_sitegen_rationale_8501",
      "label": "The /bench/ landing page \u2014 Receipts Board (tip bench-reliability-shell-v0). URL\u2026",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "the /bench/ landing page \u2014 receipts board (tip bench-reliability-shell-v0). url...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L8501"
    },
    {
      "id": "parrot_sitegen_rationale_8559",
      "label": "The running board atop /ai-leaderboard/: every award and flag the desk's model\u2026",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "the running board atop /ai-leaderboard/: every award and flag the desk's model...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L8559"
    },
    {
      "id": "parrot_sitegen_rationale_8646",
      "label": "The /ai-leaderboard/ landing page: every piece tagged section == \"AI\u2026",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "the /ai-leaderboard/ landing page: every piece tagged section == \"ai...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L8646"
    },
    {
      "id": "parrot_sitegen_rationale_8658",
      "label": "The /quantum/ landing page: every piece tagged section == \"Quantum\".",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "the /quantum/ landing page: every piece tagged section == \"quantum\".",
      "source_file": "parrot/sitegen.py",
      "source_location": "L8658"
    },
    {
      "id": "parrot_sitegen_rationale_8668",
      "label": "The /economy/ landing page: every piece tagged section == \"Economy\".",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "the /economy/ landing page: every piece tagged section == \"economy\".",
      "source_file": "parrot/sitegen.py",
      "source_location": "L8668"
    },
    {
      "id": "parrot_sitegen_rationale_8679",
      "label": "The /politics/ landing page: every piece tagged section == \"Politics\".",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "the /politics/ landing page: every piece tagged section == \"politics\".",
      "source_file": "parrot/sitegen.py",
      "source_location": "L8679"
    },
    {
      "id": "parrot_sitegen_rationale_8689",
      "label": "The /science/ landing page: every piece tagged section == \"Science\" (Quantum\u2026",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "the /science/ landing page: every piece tagged section == \"science\" (quantum...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L8689"
    },
    {
      "id": "parrot_sitegen_rationale_8700",
      "label": "The /tech/ landing page: every piece tagged section == \"Tech\" (AI News rolled\u2026",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "the /tech/ landing page: every piece tagged section == \"tech\" (ai news rolled...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L8700"
    },
    {
      "id": "parrot_sitegen_rationale_8710",
      "label": "The /special-report/ landing page: every piece tagged section == \"Special\u2026",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "the /special-report/ landing page: every piece tagged section == \"special...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L8710"
    },
    {
      "id": "parrot_sitegen_rationale_8895",
      "label": "The /sunday-roundup/ landing page: every Sunday Roundup edition, newest first.\u2026",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "the /sunday-roundup/ landing page: every sunday roundup edition, newest first....",
      "source_file": "parrot/sitegen.py",
      "source_location": "L8895"
    },
    {
      "id": "parrot_sitegen_rationale_8909",
      "label": "The /cartoons/ landing page: every daily cartoon, newest first. The Daily\u2026",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "the /cartoons/ landing page: every daily cartoon, newest first. the daily...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L8909"
    },
    {
      "id": "parrot_sitegen_rationale_9986",
      "label": "/embed/live \u2014 the LIVE strip as the one framable card. Self-contained, themed\u2026",
      "_origin": "ast",
      "community": 4,
      "file_type": "rationale",
      "norm_label": "/embed/live \u2014 the live strip as the one framable card. self-contained, themed...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L9986"
    },
    {
      "id": "scripts_x_announce",
      "label": "x_announce.py",
      "_origin": "ast",
      "community": 40,
      "file_type": "code",
      "norm_label": "x_announce.py",
      "source_file": "scripts/x_announce.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_x_announce_rationale_1",
      "label": "Announce new live articles on X (Twitter) \u2014 the second distribution rail.\u2026",
      "_origin": "ast",
      "community": 40,
      "file_type": "rationale",
      "norm_label": "announce new live articles on x (twitter) \u2014 the second distribution rail....",
      "source_file": "scripts/x_announce.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_x_announce_rationale_103",
      "label": "Remove URL tokens from hook/prompt text, preserving word spacing.",
      "_origin": "ast",
      "community": 40,
      "file_type": "rationale",
      "norm_label": "remove url tokens from hook/prompt text, preserving word spacing.",
      "source_file": "scripts/x_announce.py",
      "source_location": "L103"
    },
    {
      "id": "scripts_x_announce_rationale_158",
      "label": "Atomic write: tmp + os.replace, so a crash mid-write can't truncate the state\u2026",
      "_origin": "ast",
      "community": 40,
      "file_type": "rationale",
      "norm_label": "atomic write: tmp + os.replace, so a crash mid-write can't truncate the state...",
      "source_file": "scripts/x_announce.py",
      "source_location": "L158"
    },
    {
      "id": "scripts_x_announce_rationale_227",
      "label": "Ask the Anthropic API for house-voice copy; None on any failure. Never returns\u2026",
      "_origin": "ast",
      "community": 40,
      "file_type": "rationale",
      "norm_label": "ask the anthropic api for house-voice copy; none on any failure. never returns...",
      "source_file": "scripts/x_announce.py",
      "source_location": "L227"
    },
    {
      "id": "scripts_x_announce_rationale_292",
      "label": "Source UTM so X clicks are attributable in Cloudflare Web Analytics.\u2026",
      "_origin": "ast",
      "community": 40,
      "file_type": "rationale",
      "norm_label": "source utm so x clicks are attributable in cloudflare web analytics....",
      "source_file": "scripts/x_announce.py",
      "source_location": "L292"
    },
    {
      "id": "scripts_x_announce_rationale_315",
      "label": "MSNBC -> MS NOW; drop the retired hashtag outright.",
      "_origin": "ast",
      "community": 40,
      "file_type": "rationale",
      "norm_label": "msnbc -> ms now; drop the retired hashtag outright.",
      "source_file": "scripts/x_announce.py",
      "source_location": "L315"
    },
    {
      "id": "scripts_x_announce_rationale_322",
      "label": "The POST BODY \u2014 hook + hashtags, and deliberately no link. HARD RULE (Mike,\u2026",
      "_origin": "ast",
      "community": 40,
      "file_type": "rationale",
      "norm_label": "the post body \u2014 hook + hashtags, and deliberately no link. hard rule (mike,...",
      "source_file": "scripts/x_announce.py",
      "source_location": "L322"
    },
    {
      "id": "scripts_x_announce_rationale_354",
      "label": "The self-reply that carries the link. Flat and deadpan: a label and the URL.",
      "_origin": "ast",
      "community": 40,
      "file_type": "rationale",
      "norm_label": "the self-reply that carries the link. flat and deadpan: a label and the url.",
      "source_file": "scripts/x_announce.py",
      "source_location": "L354"
    },
    {
      "id": "scripts_x_announce_rationale_365",
      "label": "All four OAuth 1.0a user-context credentials, or None if any is missing. Never\u2026",
      "_origin": "ast",
      "community": 40,
      "file_type": "rationale",
      "norm_label": "all four oauth 1.0a user-context credentials, or none if any is missing. never...",
      "source_file": "scripts/x_announce.py",
      "source_location": "L365"
    },
    {
      "id": "scripts_x_announce_rationale_380",
      "label": "OAuth 1.0a HMAC-SHA1 Authorization header for an X API v2 JSON POST. The\u2026",
      "_origin": "ast",
      "community": 40,
      "file_type": "rationale",
      "norm_label": "oauth 1.0a hmac-sha1 authorization header for an x api v2 json post. the...",
      "source_file": "scripts/x_announce.py",
      "source_location": "L380"
    },
    {
      "id": "scripts_x_announce_rationale_401",
      "label": "POST one text-only tweet; return its id, or None on failure. Returns an ID\u2026",
      "_origin": "ast",
      "community": 40,
      "file_type": "rationale",
      "norm_label": "post one text-only tweet; return its id, or none on failure. returns an id...",
      "source_file": "scripts/x_announce.py",
      "source_location": "L401"
    },
    {
      "id": "scripts_x_announce_rationale_444",
      "label": "Return a lookup fn: article URL -> chain slug ('' when chainless). Same\u2026",
      "_origin": "ast",
      "community": 40,
      "file_type": "rationale",
      "norm_label": "return a lookup fn: article url -> chain slug ('' when chainless). same...",
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      "source_location": "L444"
    },
    {
      "id": "scripts_x_announce_rationale_467",
      "label": "Take an exclusive fcntl lock (no check-then-write TOCTOU: the flock call itself\u2026",
      "_origin": "ast",
      "community": 40,
      "file_type": "rationale",
      "norm_label": "take an exclusive fcntl lock (no check-then-write toctou: the flock call itself...",
      "source_file": "scripts/x_announce.py",
      "source_location": "L467"
    },
    {
      "id": "parrot_developments",
      "label": "developments.py",
      "_origin": "ast",
      "community": 41,
      "file_type": "code",
      "norm_label": "developments.py",
      "source_file": "parrot/developments.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_freeze_corpus",
      "label": "freeze_corpus.py",
      "_origin": "ast",
      "community": 41,
      "file_type": "code",
      "norm_label": "freeze_corpus.py",
      "source_file": "scripts/freeze_corpus.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_parrot_balances",
      "label": "parrot_balances.py",
      "_origin": "ast",
      "community": 41,
      "file_type": "code",
      "norm_label": "parrot_balances.py",
      "source_file": "scripts/parrot_balances.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_recheck_sweep",
      "label": "recheck_sweep.py",
      "_origin": "ast",
      "community": 41,
      "file_type": "code",
      "norm_label": "recheck_sweep.py",
      "source_file": "scripts/recheck_sweep.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_storyboard_sweep",
      "label": "storyboard_sweep.py",
      "_origin": "ast",
      "community": 41,
      "file_type": "code",
      "norm_label": "storyboard_sweep.py",
      "source_file": "scripts/storyboard_sweep.py",
      "source_location": "L1"
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    {
      "id": "scripts_vault_digest",
      "label": "vault_digest.py",
      "_origin": "ast",
      "community": 41,
      "file_type": "code",
      "norm_label": "vault_digest.py",
      "source_file": "scripts/vault_digest.py",
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    },
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      "id": "scripts_vault_digest_py_path",
      "label": "Path",
      "_origin": "ast",
      "community": 41,
      "file_type": "code",
      "norm_label": "path",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "scripts_week_in_kills_directive",
      "label": "week_in_kills_directive.py",
      "_origin": "ast",
      "community": 41,
      "file_type": "code",
      "norm_label": "week_in_kills_directive.py",
      "source_file": "scripts/week_in_kills_directive.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_developments_rationale_1",
      "label": "developments \u2014 what happened to a story AFTER the desk published on it.\u2026",
      "_origin": "ast",
      "community": 41,
      "file_type": "rationale",
      "norm_label": "developments \u2014 what happened to a story after the desk published on it....",
      "source_file": "parrot/developments.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_developments_rationale_75",
      "label": "-> {\"updates\": [...oldest first], \"last_check\": row|None, \"last_update_ts\":\u2026",
      "_origin": "ast",
      "community": 41,
      "file_type": "rationale",
      "norm_label": "-> {\"updates\": [...oldest first], \"last_check\": row|none, \"last_update_ts\":...",
      "source_file": "parrot/developments.py",
      "source_location": "L75"
    },
    {
      "id": "parrot_developments_rationale_88",
      "label": "Append one row atomically. An `update` REQUIRES at least one receipt with a URL\u2026",
      "_origin": "ast",
      "community": 41,
      "file_type": "rationale",
      "norm_label": "append one row atomically. an `update` requires at least one receipt with a url...",
      "source_file": "parrot/developments.py",
      "source_location": "L88"
    },
    {
      "id": "scripts_freeze_corpus_rationale_2",
      "label": "Freeze the real corpus for dnc-autopsy-missing-chapter using the desk's own\u2026",
      "_origin": "ast",
      "community": 41,
      "file_type": "rationale",
      "norm_label": "freeze the real corpus for dnc-autopsy-missing-chapter using the desk's own...",
      "source_file": "scripts/freeze_corpus.py",
      "source_location": "L2"
    },
    {
      "id": "scripts_parrot_balances_rationale_2",
      "label": "Consolidated Parrot subscription balances -> Slack (the DeepSeek-balance\u2026",
      "_origin": "ast",
      "community": 41,
      "file_type": "rationale",
      "norm_label": "consolidated parrot subscription balances -> slack (the deepseek-balance...",
      "source_file": "scripts/parrot_balances.py",
      "source_location": "L2"
    },
    {
      "id": "scripts_recheck_sweep_rationale_2",
      "label": "recheck_sweep \u2014 find the stories the desk left frozen mid-fog, and go back. WHY\u2026",
      "_origin": "ast",
      "community": 41,
      "file_type": "rationale",
      "norm_label": "recheck_sweep \u2014 find the stories the desk left frozen mid-fog, and go back. why...",
      "source_file": "scripts/recheck_sweep.py",
      "source_location": "L2"
    },
    {
      "id": "scripts_storyboard_sweep_rationale_2",
      "label": "storyboard_sweep \u2014 the nightly stale-synthesis sweep (Story Chains,\u2026",
      "_origin": "ast",
      "community": 41,
      "file_type": "rationale",
      "norm_label": "storyboard_sweep \u2014 the nightly stale-synthesis sweep (story chains,...",
      "source_file": "scripts/storyboard_sweep.py",
      "source_location": "L2"
    },
    {
      "id": "scripts_vault_digest_rationale_2",
      "label": "Write the desk's daily digest as an Obsidian note the human's vault pulls in.\u2026",
      "_origin": "ast",
      "community": 41,
      "file_type": "rationale",
      "norm_label": "write the desk's daily digest as an obsidian note the human's vault pulls in....",
      "source_file": "scripts/vault_digest.py",
      "source_location": "L2"
    },
    {
      "id": "scripts_vault_digest_rationale_35",
      "label": "Worklog rows occasionally carry a float epoch `ts` instead of an ISO string\u2026",
      "_origin": "ast",
      "community": 41,
      "file_type": "rationale",
      "norm_label": "worklog rows occasionally carry a float epoch `ts` instead of an iso string...",
      "source_file": "scripts/vault_digest.py",
      "source_location": "L35"
    },
    {
      "id": "scripts_week_in_kills_directive_rationale_2",
      "label": "Weekly: drop a Week-in-Kills directive into the operator inbox. This script\u2026",
      "_origin": "ast",
      "community": 41,
      "file_type": "rationale",
      "norm_label": "weekly: drop a week-in-kills directive into the operator inbox. this script...",
      "source_file": "scripts/week_in_kills_directive.py",
      "source_location": "L2"
    },
    {
      "id": "parrot_api_rails_py_date",
      "label": "date",
      "_origin": "ast",
      "community": 42,
      "file_type": "code",
      "norm_label": "date",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "parrot_api_rails_rationale_107",
      "label": "Congressional disclosures + late reports. LEADS ONLY \u2014 never published as-is.",
      "_origin": "ast",
      "community": 42,
      "file_type": "rationale",
      "norm_label": "congressional disclosures + late reports. leads only \u2014 never published as-is.",
      "source_file": "parrot/api_rails.py",
      "source_location": "L107"
    },
    {
      "id": "parrot_api_rails_rationale_391",
      "label": "Senate Lobbying Disclosure Act filings: new filings by watched clients, and any\u2026",
      "_origin": "ast",
      "community": 42,
      "file_type": "rationale",
      "norm_label": "senate lobbying disclosure act filings: new filings by watched clients, and any...",
      "source_file": "parrot/api_rails.py",
      "source_location": "L391"
    },
    {
      "id": "parrot_api_rails_rationale_436",
      "label": "BLS v2 timeseries: one item per series whose latest observation is new to the\u2026",
      "_origin": "ast",
      "community": 42,
      "file_type": "rationale",
      "norm_label": "bls v2 timeseries: one item per series whose latest observation is new to the...",
      "source_file": "parrot/api_rails.py",
      "source_location": "L436"
    },
    {
      "id": "parrot_api_rails_rationale_481",
      "label": "LegiScan full-text bill search (state legislatures). Free tier: 30k\u2026",
      "_origin": "ast",
      "community": 42,
      "file_type": "rationale",
      "norm_label": "legiscan full-text bill search (state legislatures). free tier: 30k...",
      "source_file": "parrot/api_rails.py",
      "source_location": "L481"
    },
    {
      "id": "parrot_api_rails_rationale_554",
      "label": "Fetch and parse an RSS 2.0 or Atom feed with the stdlib only (no feedparser on\u2026",
      "_origin": "ast",
      "community": 42,
      "file_type": "rationale",
      "norm_label": "fetch and parse an rss 2.0 or atom feed with the stdlib only (no feedparser on...",
      "source_file": "parrot/api_rails.py",
      "source_location": "L554"
    },
    {
      "id": "parrot_api_rails_rationale_590",
      "label": "EDGAR real-time 'Latest Filings' feed \u2014 every filer, not just src_edgar's\u2026",
      "_origin": "ast",
      "community": 42,
      "file_type": "rationale",
      "norm_label": "edgar real-time 'latest filings' feed \u2014 every filer, not just src_edgar's...",
      "source_file": "parrot/api_rails.py",
      "source_location": "L590"
    },
    {
      "id": "parrot_api_rails_rationale_632",
      "label": "SEC press releases \u2014 low volume (a handful/day), surfaced unfiltered inside the\u2026",
      "_origin": "ast",
      "community": 42,
      "file_type": "rationale",
      "norm_label": "sec press releases \u2014 low volume (a handful/day), surfaced unfiltered inside the...",
      "source_file": "parrot/api_rails.py",
      "source_location": "L632"
    },
    {
      "id": "parrot_api_rails_rationale_650",
      "label": "CFTC press releases \u2014 the regulator with direct jurisdiction over prediction\u2026",
      "_origin": "ast",
      "community": 42,
      "file_type": "rationale",
      "norm_label": "cftc press releases \u2014 the regulator with direct jurisdiction over prediction...",
      "source_file": "parrot/api_rails.py",
      "source_location": "L650"
    },
    {
      "id": "parrot_api_rails_rationale_667",
      "label": "The Washington Sun (formerly NOTUS) \u2014 DC insider/policy outlet, single combined\u2026",
      "_origin": "ast",
      "community": 42,
      "file_type": "rationale",
      "norm_label": "the washington sun (formerly notus) \u2014 dc insider/policy outlet, single combined...",
      "source_file": "parrot/api_rails.py",
      "source_location": "L667"
    },
    {
      "id": "parrot_api_rails_rationale_691",
      "label": "Federal Reserve Board press releases \u2014 enforcement actions, rate/policy\u2026",
      "_origin": "ast",
      "community": 42,
      "file_type": "rationale",
      "norm_label": "federal reserve board press releases \u2014 enforcement actions, rate/policy...",
      "source_file": "parrot/api_rails.py",
      "source_location": "L691"
    },
    {
      "id": "parrot_api_rails_rationale_711",
      "label": "GAO reports/testimonies \u2014 a GAO report announcement is itself a primary\u2026",
      "_origin": "ast",
      "community": 42,
      "file_type": "rationale",
      "norm_label": "gao reports/testimonies \u2014 a gao report announcement is itself a primary...",
      "source_file": "parrot/api_rails.py",
      "source_location": "L711"
    },
    {
      "id": "parrot_pubdata",
      "label": "pubdata.py",
      "_origin": "ast",
      "community": 43,
      "file_type": "code",
      "norm_label": "pubdata.py",
      "source_file": "parrot/pubdata.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_pubdata_rationale_1",
      "label": "Public-record data clients for the desk (all citable primary sources). Keyless:\u2026",
      "_origin": "ast",
      "community": 43,
      "file_type": "rationale",
      "norm_label": "public-record data clients for the desk (all citable primary sources). keyless:...",
      "source_file": "parrot/pubdata.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_pubdata_rationale_113",
      "label": "DOC 2.0: mode artlist | timelinevol | timelinesourcecountry | tonechart.",
      "_origin": "ast",
      "community": 43,
      "file_type": "rationale",
      "norm_label": "doc 2.0: mode artlist | timelinevol | timelinesourcecountry | tonechart.",
      "source_file": "parrot/pubdata.py",
      "source_location": "L113"
    },
    {
      "id": "parrot_pubdata_rationale_120",
      "label": "TV 2.0 over Internet Archive TV News captions. mode timelinevol | stationchart\u2026",
      "_origin": "ast",
      "community": 43,
      "file_type": "rationale",
      "norm_label": "tv 2.0 over internet archive tv news captions. mode timelinevol | stationchart...",
      "source_file": "parrot/pubdata.py",
      "source_location": "L120"
    },
    {
      "id": "parrot_pubdata_rationale_128",
      "label": "kind: r = RECAP dockets, o = opinions, p = people (judges), oa = oral args.",
      "_origin": "ast",
      "community": 43,
      "file_type": "rationale",
      "norm_label": "kind: r = recap dockets, o = opinions, p = people (judges), oa = oral args.",
      "source_file": "parrot/pubdata.py",
      "source_location": "L128"
    },
    {
      "id": "parrot_pubdata_rationale_142",
      "label": "Congress.gov v3, e.g. congress('member/C001123'), congress('bill', query='STOCK\u2026",
      "_origin": "ast",
      "community": 43,
      "file_type": "rationale",
      "norm_label": "congress.gov v3, e.g. congress('member/c001123'), congress('bill', query='stock...",
      "source_file": "parrot/pubdata.py",
      "source_location": "L142"
    },
    {
      "id": "parrot_pubdata_rationale_148",
      "label": "openFEC v1, e.g. fec('candidates/search', q='Cisneros'),\u2026",
      "_origin": "ast",
      "community": 43,
      "file_type": "rationale",
      "norm_label": "openfec v1, e.g. fec('candidates/search', q='cisneros'),...",
      "source_file": "parrot/pubdata.py",
      "source_location": "L148"
    },
    {
      "id": "parrot_pubdata_rationale_154",
      "label": "Regulations.gov v4, e.g. regulations('documents', **{'filter[searchTerm]':\u2026",
      "_origin": "ast",
      "community": 43,
      "file_type": "rationale",
      "norm_label": "regulations.gov v4, e.g. regulations('documents', **{'filter[searchterm]':...",
      "source_file": "parrot/pubdata.py",
      "source_location": "L154"
    },
    {
      "id": "parrot_pubdata_rationale_176",
      "label": "Google News search feed: [{title, outlet, url, published}] \u2014 a coverage INDEX\u2026",
      "_origin": "ast",
      "community": 43,
      "file_type": "rationale",
      "norm_label": "google news search feed: [{title, outlet, url, published}] \u2014 a coverage index...",
      "source_file": "parrot/pubdata.py",
      "source_location": "L176"
    },
    {
      "id": "parrot_pubdata_rationale_56",
      "label": "Full-text search over filings since 2001. forms e.g. '4' or '8-K,10-K'. Dates\u2026",
      "_origin": "ast",
      "community": 43,
      "file_type": "rationale",
      "norm_label": "full-text search over filings since 2001. forms e.g. '4' or '8-k,10-k'. dates...",
      "source_file": "parrot/pubdata.py",
      "source_location": "L56"
    },
    {
      "id": "parrot_pubdata_rationale_62",
      "label": "Filing index for one CIK (10 digits, zero-padded).",
      "_origin": "ast",
      "community": 43,
      "file_type": "rationale",
      "norm_label": "filing index for one cik (10 digits, zero-padded).",
      "source_file": "parrot/pubdata.py",
      "source_location": "L62"
    },
    {
      "id": "parrot_pubdata_rationale_72",
      "label": "Contracts to a recipient name in a fiscal year (A-D = contract types).",
      "_origin": "ast",
      "community": 43,
      "file_type": "rationale",
      "norm_label": "contracts to a recipient name in a fiscal year (a-d = contract types).",
      "source_file": "parrot/pubdata.py",
      "source_location": "L72"
    },
    {
      "id": "label_communities",
      "label": "label_communities.py",
      "_origin": "ast",
      "community": 44,
      "file_type": "code",
      "norm_label": "label_communities.py",
      "source_file": "label_communities.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_aggregate_readers",
      "label": "aggregate_readers.py",
      "_origin": "ast",
      "community": 44,
      "file_type": "code",
      "norm_label": "aggregate_readers.py",
      "source_file": "scripts/aggregate_readers.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_attic_validate_related",
      "label": "validate_related.py",
      "_origin": "ast",
      "community": 44,
      "file_type": "code",
      "norm_label": "validate_related.py",
      "source_file": "scripts/attic/validate_related.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_backfill_model_id",
      "label": "backfill_model_id.py",
      "_origin": "ast",
      "community": 44,
      "file_type": "code",
      "norm_label": "backfill_model_id.py",
      "source_file": "scripts/backfill_model_id.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_cost_audit",
      "label": "cost_audit.py",
      "_origin": "ast",
      "community": 44,
      "file_type": "code",
      "norm_label": "cost_audit.py",
      "source_file": "scripts/cost_audit.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_jev_shadow_report",
      "label": "jev_shadow_report.py",
      "_origin": "ast",
      "community": 44,
      "file_type": "code",
      "norm_label": "jev_shadow_report.py",
      "source_file": "scripts/jev_shadow_report.py",
      "source_location": "L1"
    },
    {
      "id": "label_communities_rationale_1",
      "label": "Build plain-language labels for every community: hand names for the big ones, a\u2026",
      "_origin": "ast",
      "community": 44,
      "file_type": "rationale",
      "norm_label": "build plain-language labels for every community: hand names for the big ones, a...",
      "source_file": "label_communities.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_aggregate_readers_rationale_2",
      "label": "Weekly returning-reader aggregation \u2014 answers the Rung 1 gate question. Reads\u2026",
      "_origin": "ast",
      "community": 44,
      "file_type": "rationale",
      "norm_label": "weekly returning-reader aggregation \u2014 answers the rung 1 gate question. reads...",
      "source_file": "scripts/aggregate_readers.py",
      "source_location": "L2"
    },
    {
      "id": "scripts_aggregate_readers_rationale_59",
      "label": "Split 'new:bsky.app' or 'returning:' into (kind, channel).",
      "_origin": "ast",
      "community": 44,
      "file_type": "rationale",
      "norm_label": "split 'new:bsky.app' or 'returning:' into (kind, channel).",
      "source_file": "scripts/aggregate_readers.py",
      "source_location": "L59"
    },
    {
      "id": "scripts_aggregate_readers_rationale_67",
      "label": "Confirm the DEPLOYED site carries the session-granular visit beacon before the\u2026",
      "_origin": "ast",
      "community": 44,
      "file_type": "rationale",
      "norm_label": "confirm the deployed site carries the session-granular visit beacon before the...",
      "source_file": "scripts/aggregate_readers.py",
      "source_location": "L67"
    },
    {
      "id": "scripts_aggregate_readers_rationale_92",
      "label": "Fetch the AI/LLM crawler tally and sum requests for the given UTC days. Fail-\u2026",
      "_origin": "ast",
      "community": 44,
      "file_type": "rationale",
      "norm_label": "fetch the ai/llm crawler tally and sum requests for the given utc days. fail-...",
      "source_file": "scripts/aggregate_readers.py",
      "source_location": "L92"
    },
    {
      "id": "scripts_attic_validate_related_rationale_2",
      "label": "Pair-wise validation of the _related gate (MIKE cycle). Computes every _related\u2026",
      "_origin": "ast",
      "community": 44,
      "file_type": "rationale",
      "norm_label": "pair-wise validation of the _related gate (mike cycle). computes every _related...",
      "source_file": "scripts/attic/validate_related.py",
      "source_location": "L2"
    },
    {
      "id": "scripts_backfill_model_id_rationale_1",
      "label": "Stamp the billed model id onto historic writer_draft receipts \u2014 by APPENDING.\u2026",
      "_origin": "ast",
      "community": 44,
      "file_type": "rationale",
      "norm_label": "stamp the billed model id onto historic writer_draft receipts \u2014 by appending....",
      "source_file": "scripts/backfill_model_id.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_cost_audit_rationale_128",
      "label": "Append completed days not yet in daily_history.jsonl. Immutable history.",
      "_origin": "ast",
      "community": 44,
      "file_type": "rationale",
      "norm_label": "append completed days not yet in daily_history.jsonl. immutable history.",
      "source_file": "scripts/cost_audit.py",
      "source_location": "L128"
    },
    {
      "id": "scripts_cost_audit_rationale_2",
      "label": "Cost audit \u2014 one timestamped, append-only record of everything the studio\u2026",
      "_origin": "ast",
      "community": 44,
      "file_type": "rationale",
      "norm_label": "cost audit \u2014 one timestamped, append-only record of everything the studio...",
      "source_file": "scripts/cost_audit.py",
      "source_location": "L2"
    },
    {
      "id": "scripts_cost_audit_rationale_49",
      "label": "# NOTE: the ledger's other two consumers classify differently and are both\u2026",
      "_origin": "ast",
      "community": 44,
      "file_type": "rationale",
      "norm_label": "# note: the ledger's other two consumers classify differently and are both...",
      "source_file": "scripts/cost_audit.py",
      "source_location": "L49"
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      "id": "scripts_apply_t2_sitegen_strip_rationale_2",
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      "_origin": "ast",
      "community": 48,
      "file_type": "rationale",
      "norm_label": "tip-only applicator: replace parrot/sitegen.py _overview_media_strip with...",
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      "id": "scripts_attic_rerender_heroes_20260804_rationale_2",
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      "norm_label": "re-render clean heroes for the 4 deferred pieces + trump-pirro backfill. inbox...",
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      "id": "scripts_backfill_snapshot_trim_rationale_2",
      "label": "Backfill public /snapshots/ HTML to A6 trimmed extracts. Idempotent. Rewrites\u2026",
      "_origin": "ast",
      "community": 48,
      "file_type": "rationale",
      "norm_label": "backfill public /snapshots/ html to a6 trimmed extracts. idempotent. rewrites...",
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      "id": "scripts_check_sources_rationale_2",
      "label": "check_sources.py \u2014 the acceptance test a frozen corpus must pass before\u2026",
      "_origin": "ast",
      "community": 48,
      "file_type": "rationale",
      "norm_label": "check_sources.py \u2014 the acceptance test a frozen corpus must pass before...",
      "source_file": "scripts/check_sources.py",
      "source_location": "L2"
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      "id": "scripts_plan_tripwire_rationale_2",
      "label": "Plan-limit tripwire \u2014 pages the moment the Max plan refuses the pen. WHY THIS\u2026",
      "_origin": "ast",
      "community": 48,
      "file_type": "rationale",
      "norm_label": "plan-limit tripwire \u2014 pages the moment the max plan refuses the pen. why this...",
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      "id": "scripts_plan_tripwire_rationale_58",
      "label": "One Slack page naming what was refused and what wrote instead.",
      "_origin": "ast",
      "community": 48,
      "file_type": "rationale",
      "norm_label": "one slack page naming what was refused and what wrote instead.",
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    {
      "id": "scripts_sunday_roundup_directive_rationale_2",
      "label": "Weekly: drop a Sunday Morning Roundup directive into the operator inbox. This\u2026",
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      "file_type": "rationale",
      "norm_label": "weekly: drop a sunday morning roundup directive into the operator inbox. this...",
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      "id": "scripts_voice_report_rationale_2",
      "label": "What the desk actually sounds like, read back off the QC ledger. The gate has\u2026",
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      "file_type": "rationale",
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      "file_type": "rationale",
      "norm_label": "last n distinct pieces, newest first \u2014 the final real verdict row for each. one...",
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      "norm_label": "path",
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      "source_location": ""
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    {
      "id": "parrot_schemas_rationale_177",
      "label": "The record of one editorial shift. Any published piece is regenerable from its\u2026",
      "_origin": "ast",
      "community": 49,
      "file_type": "rationale",
      "norm_label": "the record of one editorial shift. any published piece is regenerable from its...",
      "source_file": "parrot/schemas.py",
      "source_location": "L177"
    },
    {
      "id": "parrot_snapshot_rationale_1",
      "label": "Corpus snapshotting and run-manifest IO \u2014 the reproducibility spine (Invariant\u2026",
      "_origin": "ast",
      "community": 49,
      "file_type": "rationale",
      "norm_label": "corpus snapshotting and run-manifest io \u2014 the reproducibility spine (invariant...",
      "source_file": "parrot/snapshot.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_snapshot_rationale_123",
      "label": "Read a frozen corpus back into Article models.",
      "_origin": "ast",
      "community": 49,
      "file_type": "rationale",
      "norm_label": "read a frozen corpus back into article models.",
      "source_file": "parrot/snapshot.py",
      "source_location": "L123"
    },
    {
      "id": "parrot_snapshot_rationale_136",
      "label": "Re-hash the frozen corpus and compare against the recorded digest. Returns (ok,\u2026",
      "_origin": "ast",
      "community": 49,
      "file_type": "rationale",
      "norm_label": "re-hash the frozen corpus and compare against the recorded digest. returns (ok,...",
      "source_file": "parrot/snapshot.py",
      "source_location": "L136"
    },
    {
      "id": "parrot_snapshot_rationale_149",
      "label": "Re-hash every frozen raw HTML file against its article's raw_sha256. Returns\u2026",
      "_origin": "ast",
      "community": 49,
      "file_type": "rationale",
      "norm_label": "re-hash every frozen raw html file against its article's raw_sha256. returns...",
      "source_file": "parrot/snapshot.py",
      "source_location": "L149"
    },
    {
      "id": "parrot_snapshot_rationale_168",
      "label": "Persist the RunManifest into its run dir (created if needed \u2014 manifests are\u2026",
      "_origin": "ast",
      "community": 49,
      "file_type": "rationale",
      "norm_label": "persist the runmanifest into its run dir (created if needed \u2014 manifests are...",
      "source_file": "parrot/snapshot.py",
      "source_location": "L168"
    },
    {
      "id": "parrot_snapshot_rationale_27",
      "label": "A filesystem-safe ISO-8601 UTC timestamp plus a short random suffix. Sorts\u2026",
      "_origin": "ast",
      "community": 49,
      "file_type": "rationale",
      "norm_label": "a filesystem-safe iso-8601 utc timestamp plus a short random suffix. sorts...",
      "source_file": "parrot/snapshot.py",
      "source_location": "L27"
    },
    {
      "id": "parrot_snapshot_rationale_38",
      "label": "Path of a run's directory. With create=True the directory must be NEW \u2014 an\u2026",
      "_origin": "ast",
      "community": 49,
      "file_type": "rationale",
      "norm_label": "path of a run's directory. with create=true the directory must be new \u2014 an...",
      "source_file": "parrot/snapshot.py",
      "source_location": "L38"
    },
    {
      "id": "parrot_snapshot_rationale_53",
      "label": "Serialize the corpus deterministically: one JSON object per line, sorted keys,\u2026",
      "_origin": "ast",
      "community": 49,
      "file_type": "rationale",
      "norm_label": "serialize the corpus deterministically: one json object per line, sorted keys,...",
      "source_file": "parrot/snapshot.py",
      "source_location": "L53"
    },
    {
      "id": "parrot_snapshot_rationale_76",
      "label": "Freeze each article's staged raw HTML at its run-dir-relative raw_path.",
      "_origin": "ast",
      "community": 49,
      "file_type": "rationale",
      "norm_label": "freeze each article's staged raw html at its run-dir-relative raw_path.",
      "source_file": "parrot/snapshot.py",
      "source_location": "L76"
    },
    {
      "id": "parrot_snapshot_rationale_97",
      "label": "Write the frozen corpus + its metadata into the run dir. Returns the\u2026",
      "_origin": "ast",
      "community": 49,
      "file_type": "rationale",
      "norm_label": "write the frozen corpus + its metadata into the run dir. returns the...",
      "source_file": "parrot/snapshot.py",
      "source_location": "L97"
    },
    {
      "id": "parrot_sitegen_py_path",
      "label": "Path",
      "_origin": "ast",
      "community": 5,
      "file_type": "code",
      "norm_label": "path",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "parrot_sitegen_rationale_10049",
      "label": "Compile the approved chyron bank into <root>/data/chyron.json. Returns line\u2026",
      "_origin": "ast",
      "community": 5,
      "file_type": "rationale",
      "norm_label": "compile the approved chyron bank into <root>/data/chyron.json. returns line...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L10049"
    },
    {
      "id": "parrot_sitegen_rationale_12754",
      "label": "Pool the deterministic checklist rates at outlet-TYPE level from the read-only\u2026",
      "_origin": "ast",
      "community": 5,
      "file_type": "rationale",
      "norm_label": "pool the deterministic checklist rates at outlet-type level from the read-only...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L12754"
    },
    {
      "id": "parrot_sitegen_rationale_13011",
      "label": "Read the ad-break capture (blocks + ads) and compute, per channel: ad-load (ad\u2026",
      "_origin": "ast",
      "community": 5,
      "file_type": "rationale",
      "norm_label": "read the ad-break capture (blocks + ads) and compute, per channel: ad-load (ad...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L13011"
    },
    {
      "id": "parrot_sitegen_rationale_13347",
      "label": "Read the transcript capture (utterances joined to their block) and return every\u2026",
      "_origin": "ast",
      "community": 5,
      "file_type": "rationale",
      "norm_label": "read the transcript capture (utterances joined to their block) and return every...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L13347"
    },
    {
      "id": "parrot_sitegen_rationale_19132",
      "label": "Where the last-good homepage artifact + transition state live. Env override\u2026",
      "_origin": "ast",
      "community": 5,
      "file_type": "rationale",
      "norm_label": "where the last-good homepage artifact + transition state live. env override...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L19132"
    },
    {
      "id": "parrot_sitegen_rationale_19148",
      "label": "Best-effort page through the existing obs-pager rail (observatory/pager.py\u2026",
      "_origin": "ast",
      "community": 5,
      "file_type": "rationale",
      "norm_label": "best-effort page through the existing obs-pager rail (observatory/pager.py...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L19148"
    },
    {
      "id": "parrot_sitegen_rationale_19168",
      "label": "Impossible VALUES (negative counts, pct > 100) are hard build failures on every\u2026",
      "_origin": "ast",
      "community": 5,
      "file_type": "rationale",
      "norm_label": "impossible values (negative counts, pct > 100) are hard build failures on every...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L19168"
    },
    {
      "id": "parrot_sitegen_rationale_19412",
      "label": "Run the smoke lint on root/index.html and walk the degradation ladder (0.1):\u2026",
      "_origin": "ast",
      "community": 5,
      "file_type": "rationale",
      "norm_label": "run the smoke lint on root/index.html and walk the degradation ladder (0.1):...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L19412"
    },
    {
      "id": "parrot_sitegen_rationale_19490",
      "label": "Post-swap bookkeeping for the ladder + the transition pager (0.1): - a lint-\u2026",
      "_origin": "ast",
      "community": 5,
      "file_type": "rationale",
      "norm_label": "post-swap bookkeeping for the ladder + the transition pager (0.1): - a lint-...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L19490"
    },
    {
      "id": "parrot_sitegen_rationale_19544",
      "label": "The deploy-side rung of the ladder: if the last generate() served the LAST-GOOD\u2026",
      "_origin": "ast",
      "community": 5,
      "file_type": "rationale",
      "norm_label": "the deploy-side rung of the ladder: if the last generate() served the last-good...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L19544"
    },
    {
      "id": "parrot_sitegen_rationale_19567",
      "label": "Sanity gate before a staged build is swapped live (M6). Raises RuntimeError\u2026",
      "_origin": "ast",
      "community": 5,
      "file_type": "rationale",
      "norm_label": "sanity gate before a staged build is swapped live (m6). raises runtimeerror...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L19567"
    },
    {
      "id": "parrot_sitegen_rationale_19781",
      "label": "Deploy /snapshots/ to its own Pages project (SNAPSHOTS_PROJECT), paths\u2026",
      "_origin": "ast",
      "community": 5,
      "file_type": "rationale",
      "norm_label": "deploy /snapshots/ to its own pages project (snapshots_project), paths...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L19781"
    },
    {
      "id": "parrot_sitegen_rationale_19844",
      "label": "The IndexNow host key (data/twin/indexnow.key), persisted for reuse. IndexNow\u2026",
      "_origin": "ast",
      "community": 5,
      "file_type": "rationale",
      "norm_label": "the indexnow host key (data/twin/indexnow.key), persisted for reuse. indexnow...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L19844"
    },
    {
      "id": "parrot_sitegen_rationale_19876",
      "label": "Emit /{key}.txt into the site root so the live domain hosts the IndexNow proof\u2026",
      "_origin": "ast",
      "community": 5,
      "file_type": "rationale",
      "norm_label": "emit /{key}.txt into the site root so the live domain hosts the indexnow proof...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L19876"
    },
    {
      "id": "parrot_sitegen_rationale_19893",
      "label": "The newest piece URLs to submit \u2014 the homepage plus the newest 25 feed.json\u2026",
      "_origin": "ast",
      "community": 5,
      "file_type": "rationale",
      "norm_label": "the newest piece urls to submit \u2014 the homepage plus the newest 25 feed.json...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L19893"
    },
    {
      "id": "parrot_sitegen_rationale_19909",
      "label": "Submit the newest URLs to IndexNow (Bing/Seznam/Naver/Yandex crawl-freshness).\u2026",
      "_origin": "ast",
      "community": 5,
      "file_type": "rationale",
      "norm_label": "submit the newest urls to indexnow (bing/seznam/naver/yandex crawl-freshness)....",
      "source_file": "parrot/sitegen.py",
      "source_location": "L19909"
    },
    {
      "id": "parrot_sitegen_rationale_2258",
      "label": "Directory Sonnet (or anyone) drops a Get Into static export into before deploy.\u2026",
      "_origin": "ast",
      "community": 5,
      "file_type": "rationale",
      "norm_label": "directory sonnet (or anyone) drops a get into static export into before deploy....",
      "source_file": "parrot/sitegen.py",
      "source_location": "L2258"
    },
    {
      "id": "parrot_sitegen_rationale_2267",
      "label": "True when a Next static export drop is ready to mount (index + at least one\u2026",
      "_origin": "ast",
      "community": 5,
      "file_type": "rationale",
      "norm_label": "true when a next static export drop is ready to mount (index + at least one...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L2267"
    },
    {
      "id": "parrot_sitegen_rationale_2280",
      "label": "Hub/handoff CTA: same-origin mount when export present, else github.io fallback.",
      "_origin": "ast",
      "community": 5,
      "file_type": "rationale",
      "norm_label": "hub/handoff cta: same-origin mount when export present, else github.io fallback.",
      "source_file": "parrot/sitegen.py",
      "source_location": "L2280"
    },
    {
      "id": "parrot_sitegen_rationale_2285",
      "label": "Get Into CTA href for hub + stub. Prefer same-origin mount when export present.",
      "_origin": "ast",
      "community": 5,
      "file_type": "rationale",
      "norm_label": "get into cta href for hub + stub. prefer same-origin mount when export present.",
      "source_file": "parrot/sitegen.py",
      "source_location": "L2285"
    },
    {
      "id": "parrot_sitegen_rationale_2290",
      "label": "Inject Parrot chrome that survives Next.js client hydrate. Next App Router owns\u2026",
      "_origin": "ast",
      "community": 5,
      "file_type": "rationale",
      "norm_label": "inject parrot chrome that survives next.js client hydrate. next app router owns...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L2290"
    },
    {
      "id": "parrot_sitegen_rationale_2391",
      "label": "CSS-only: equal Where next? card boxes (tip get-into-where-next-cards-css).\u2026",
      "_origin": "ast",
      "community": 5,
      "file_type": "rationale",
      "norm_label": "css-only: equal where next? card boxes (tip get-into-where-next-cards-css)....",
      "source_file": "parrot/sitegen.py",
      "source_location": "L2391"
    },
    {
      "id": "parrot_sitegen_rationale_2444",
      "label": "data/culture/guides.json, or {} when absent/corrupt (fail-soft: one Get Into\u2026",
      "_origin": "ast",
      "community": 5,
      "file_type": "rationale",
      "norm_label": "data/culture/guides.json, or {} when absent/corrupt (fail-soft: one get into...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L2444"
    },
    {
      "id": "parrot_sitegen_rationale_2454",
      "label": "Hub cards. Get Into CTA prefers same-origin mount; github.io only as fallback.",
      "_origin": "ast",
      "community": 5,
      "file_type": "rationale",
      "norm_label": "hub cards. get into cta prefers same-origin mount; github.io only as fallback.",
      "source_file": "parrot/sitegen.py",
      "source_location": "L2454"
    },
    {
      "id": "parrot_sitegen_rationale_2481",
      "label": "Copy the Get Into static export to root/culture/get-into/. True if index.html\u2026",
      "_origin": "ast",
      "community": 5,
      "file_type": "rationale",
      "norm_label": "copy the get into static export to root/culture/get-into/. true if index.html...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L2481"
    },
    {
      "id": "parrot_sitegen_rationale_2502",
      "label": "Hand-authored Culture pieces: data/culture/pieces/<slug>/piece.json (+ media/).\u2026",
      "_origin": "ast",
      "community": 5,
      "file_type": "rationale",
      "norm_label": "hand-authored culture pieces: data/culture/pieces/<slug>/piece.json (+ media/)....",
      "source_file": "parrot/sitegen.py",
      "source_location": "L2502"
    },
    {
      "id": "parrot_sitegen_rationale_2535",
      "label": "Carry data/culture/pieces/<slug>/media/* into root/culture/<slug>/media/\u2026",
      "_origin": "ast",
      "community": 5,
      "file_type": "rationale",
      "norm_label": "carry data/culture/pieces/<slug>/media/* into root/culture/<slug>/media/...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L2535"
    },
    {
      "id": "parrot_sitegen_rationale_2660",
      "label": "Write /culture/ and mount or stub /culture/get-into/. Returns True if export\u2026",
      "_origin": "ast",
      "community": 5,
      "file_type": "rationale",
      "norm_label": "write /culture/ and mount or stub /culture/get-into/. returns true if export...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L2660"
    },
    {
      "id": "parrot_sitegen_rationale_2766",
      "label": "P0 humor-kill-bwbanner: strip live Day-N `.bwbanner` and archive the Boomer\u2026",
      "_origin": "ast",
      "community": 5,
      "file_type": "rationale",
      "norm_label": "p0 humor-kill-bwbanner: strip live day-n `.bwbanner` and archive the boomer...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L2766"
    },
    {
      "id": "parrot_sitegen_rationale_2921",
      "label": "Write sitegen-owned /humor/ (tip humor-hub-redesign).",
      "_origin": "ast",
      "community": 5,
      "file_type": "rationale",
      "norm_label": "write sitegen-owned /humor/ (tip humor-hub-redesign).",
      "source_file": "parrot/sitegen.py",
      "source_location": "L2921"
    },
    {
      "id": "parrot_sitegen_rationale_3008",
      "label": "Toolbench dataset. Fail loud: a missing or malformed file must not ship an\u2026",
      "_origin": "ast",
      "community": 5,
      "file_type": "rationale",
      "norm_label": "toolbench dataset. fail loud: a missing or malformed file must not ship an...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L3008"
    },
    {
      "id": "parrot_sitegen_rationale_3660",
      "label": "Bake /compass/political from Fable Wave 2 item-arena wire + frozen JSON +\u2026",
      "_origin": "ast",
      "community": 5,
      "file_type": "rationale",
      "norm_label": "bake /compass/political from fable wave 2 item-arena wire + frozen json +...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L3660"
    },
    {
      "id": "parrot_sitegen_rationale_3674",
      "label": "Write /compass/political/index.html. Never touches /compass/.",
      "_origin": "ast",
      "community": 5,
      "file_type": "rationale",
      "norm_label": "write /compass/political/index.html. never touches /compass/.",
      "source_file": "parrot/sitegen.py",
      "source_location": "L3674"
    },
    {
      "id": "parrot_sitegen_rationale_5613",
      "label": "Emit /cartoons/daily-cartoon-{date}-{slug}.html matching normal Daily Comic\u2026",
      "_origin": "ast",
      "community": 5,
      "file_type": "rationale",
      "norm_label": "emit /cartoons/daily-cartoon-{date}-{slug}.html matching normal daily comic...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L5613"
    },
    {
      "id": "parrot_sitegen_rationale_5762",
      "label": "Build /cartoons/iter/<slug>/NN.jpg thumbnails (+ NN-full.jpg for the click-to-\u2026",
      "_origin": "ast",
      "community": 5,
      "file_type": "rationale",
      "norm_label": "build /cartoons/iter/<slug>/nn.jpg thumbnails (+ nn-full.jpg for the click-to-...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L5762"
    },
    {
      "id": "parrot_config",
      "label": "config.py",
      "_origin": "ast",
      "community": 50,
      "file_type": "code",
      "norm_label": "config.py",
      "source_file": "parrot/config.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_attic_render_deepblue_hero",
      "label": "render_deepblue_hero.py",
      "_origin": "ast",
      "community": 50,
      "file_type": "code",
      "norm_label": "render_deepblue_hero.py",
      "source_file": "scripts/attic/render_deepblue_hero.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_backfill_fast_versions",
      "label": "backfill_fast_versions.py",
      "_origin": "ast",
      "community": 50,
      "file_type": "code",
      "norm_label": "backfill_fast_versions.py",
      "source_file": "scripts/backfill_fast_versions.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_byline_audit",
      "label": "byline_audit.py",
      "_origin": "ast",
      "community": 50,
      "file_type": "code",
      "norm_label": "byline_audit.py",
      "source_file": "scripts/byline_audit.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_recover_writers",
      "label": "recover_writers.py",
      "_origin": "ast",
      "community": 50,
      "file_type": "code",
      "norm_label": "recover_writers.py",
      "source_file": "scripts/recover_writers.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_config_rationale_1",
      "label": "Single source of truth for paths, model assignments, and editorial constants.\u2026",
      "_origin": "ast",
      "community": 50,
      "file_type": "rationale",
      "norm_label": "single source of truth for paths, model assignments, and editorial constants....",
      "source_file": "parrot/config.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_config_rationale_104",
      "label": "Other models that touched this piece beyond the writer -- currently just the QC\u2026",
      "_origin": "ast",
      "community": 50,
      "file_type": "rationale",
      "norm_label": "other models that touched this piece beyond the writer -- currently just the qc...",
      "source_file": "parrot/config.py",
      "source_location": "L104"
    },
    {
      "id": "parrot_config_rationale_153",
      "label": "The byline a ledger receipt actually supports \u2014 no more than that. `model_id`\u2026",
      "_origin": "ast",
      "community": 50,
      "file_type": "rationale",
      "norm_label": "the byline a ledger receipt actually supports \u2014 no more than that. `model_id`...",
      "source_file": "parrot/config.py",
      "source_location": "L153"
    },
    {
      "id": "parrot_config_rationale_187",
      "label": "Claude <Family> <ver>' \u2014 but only when <ver> is a version that shipped.",
      "_origin": "ast",
      "community": 50,
      "file_type": "rationale",
      "norm_label": "claude <family> <ver>' \u2014 but only when <ver> is a version that shipped.",
      "source_file": "parrot/config.py",
      "source_location": "L187"
    },
    {
      "id": "parrot_config_rationale_64",
      "label": "Full 'Claude <Family> <version>' byline from any stored or aliased label. Bare\u2026",
      "_origin": "ast",
      "community": 50,
      "file_type": "rationale",
      "norm_label": "full 'claude <family> <version>' byline from any stored or aliased label. bare...",
      "source_file": "parrot/config.py",
      "source_location": "L64"
    },
    {
      "id": "scripts_attic_render_deepblue_hero_rationale_2",
      "label": "Hero for deep-blue-thirty-years (run 2026-07-30T02-54-09Z), which shipped\u2026",
      "_origin": "ast",
      "community": 50,
      "file_type": "rationale",
      "norm_label": "hero for deep-blue-thirty-years (run 2026-07-30t02-54-09z), which shipped...",
      "source_file": "scripts/attic/render_deepblue_hero.py",
      "source_location": "L2"
    },
    {
      "id": "scripts_backfill_fast_versions_rationale_2",
      "label": "One-off: generate the Fast Version block for every published run that lacks\u2026",
      "_origin": "ast",
      "community": 50,
      "file_type": "rationale",
      "norm_label": "one-off: generate the fast version block for every published run that lacks...",
      "source_file": "scripts/backfill_fast_versions.py",
      "source_location": "L2"
    },
    {
      "id": "scripts_byline_audit_rationale_2",
      "label": "Does every published byline match a receipt? Exit 1 if not. The desk audits\u2026",
      "_origin": "ast",
      "community": 50,
      "file_type": "rationale",
      "norm_label": "does every published byline match a receipt? exit 1 if not. the desk audits...",
      "source_file": "scripts/byline_audit.py",
      "source_location": "L2"
    },
    {
      "id": "scripts_byline_audit_rationale_42",
      "label": "Does this byline name a version at all? A digit is the only version marker the\u2026",
      "_origin": "ast",
      "community": 50,
      "file_type": "rationale",
      "norm_label": "does this byline name a version at all? a digit is the only version marker the...",
      "source_file": "scripts/byline_audit.py",
      "source_location": "L42"
    },
    {
      "id": "scripts_byline_audit_rationale_48",
      "label": "The page's byline, normalized only where normalizing adds no claim. A bare\u2026",
      "_origin": "ast",
      "community": 50,
      "file_type": "rationale",
      "norm_label": "the page's byline, normalized only where normalizing adds no claim. a bare...",
      "source_file": "scripts/byline_audit.py",
      "source_location": "L48"
    },
    {
      "id": "scripts_recover_writers_rationale_1",
      "label": "Who actually drafted the pieces currently bylined 'the desk'? A fallback draft\u2026",
      "_origin": "ast",
      "community": 50,
      "file_type": "rationale",
      "norm_label": "who actually drafted the pieces currently bylined 'the desk'? a fallback draft...",
      "source_file": "scripts/recover_writers.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_recover_writers_rationale_66",
      "label": "The cycle whose window contains this publish time.",
      "_origin": "ast",
      "community": 50,
      "file_type": "rationale",
      "norm_label": "the cycle whose window contains this publish time.",
      "source_file": "scripts/recover_writers.py",
      "source_location": "L66"
    },
    {
      "id": "scripts_bsky_trends",
      "label": "bsky_trends.py",
      "_origin": "ast",
      "community": 51,
      "file_type": "code",
      "norm_label": "bsky_trends.py",
      "source_file": "scripts/bsky_trends.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_bsky_trends_py_session",
      "label": "Session",
      "_origin": "ast",
      "community": 51,
      "file_type": "code",
      "norm_label": "session",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "scripts_bsky_trends_rationale_1",
      "label": "Live Bluesky trend research for the announcer \u2014 pick tags people actually use.\u2026",
      "_origin": "ast",
      "community": 51,
      "file_type": "rationale",
      "norm_label": "live bluesky trend research for the announcer \u2014 pick tags people actually use....",
      "source_file": "scripts/bsky_trends.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_bsky_trends_rationale_112",
      "label": "Current trending topic phrases (public endpoint, no auth).",
      "_origin": "ast",
      "community": 51,
      "file_type": "rationale",
      "norm_label": "current trending topic phrases (public endpoint, no auth).",
      "source_file": "scripts/bsky_trends.py",
      "source_location": "L112"
    },
    {
      "id": "scripts_bsky_trends_rationale_125",
      "label": "First trending topic whose every word appears in the story text.",
      "_origin": "ast",
      "community": 51,
      "file_type": "rationale",
      "norm_label": "first trending topic whose every word appears in the story text.",
      "source_file": "scripts/bsky_trends.py",
      "source_location": "L125"
    },
    {
      "id": "scripts_bsky_trends_rationale_135",
      "label": "Epstein Files' -> '#EpsteinFiles'.",
      "_origin": "ast",
      "community": 51,
      "file_type": "rationale",
      "norm_label": "epstein files' -> '#epsteinfiles'.",
      "source_file": "scripts/bsky_trends.py",
      "source_location": "L135"
    },
    {
      "id": "scripts_bsky_trends_rationale_140",
      "label": "Local qwen2.5:14b via Ollama, JSON-mode. Empty list on any failure/timeout (all\u2026",
      "_origin": "ast",
      "community": 51,
      "file_type": "rationale",
      "norm_label": "local qwen2.5:14b via ollama, json-mode. empty list on any failure/timeout (all...",
      "source_file": "scripts/bsky_trends.py",
      "source_location": "L140"
    },
    {
      "id": "scripts_bsky_trends_rationale_173",
      "label": "Haiku-proposed candidate tags; empty list on any failure (all candidates are\u2026",
      "_origin": "ast",
      "community": 51,
      "file_type": "rationale",
      "norm_label": "haiku-proposed candidate tags; empty list on any failure (all candidates are...",
      "source_file": "scripts/bsky_trends.py",
      "source_location": "L173"
    },
    {
      "id": "scripts_bsky_trends_rationale_199",
      "label": "Candidate hashtags via the configured backend chain, fail-open:\u2026",
      "_origin": "ast",
      "community": 51,
      "file_type": "rationale",
      "norm_label": "candidate hashtags via the configured backend chain, fail-open:...",
      "source_file": "scripts/bsky_trends.py",
      "source_location": "L199"
    },
    {
      "id": "scripts_bsky_trends_rationale_236",
      "label": "Live usage of a hashtag: posts/hour and distinct authors over the latest 25\u2026",
      "_origin": "ast",
      "community": 51,
      "file_type": "rationale",
      "norm_label": "live usage of a hashtag: posts/hour and distinct authors over the latest 25...",
      "source_file": "scripts/bsky_trends.py",
      "source_location": "L236"
    },
    {
      "id": "scripts_bsky_trends_rationale_266",
      "label": "Rank alive tags: log-scaled volume x author diversity, so one giant tag can't\u2026",
      "_origin": "ast",
      "community": 51,
      "file_type": "rationale",
      "norm_label": "rank alive tags: log-scaled volume x author diversity, so one giant tag can't...",
      "source_file": "scripts/bsky_trends.py",
      "source_location": "L266"
    },
    {
      "id": "scripts_bsky_trends_rationale_281",
      "label": "Full research pass for one story. Returns {\"tags\": [...], \"trending_phrase\":\u2026",
      "_origin": "ast",
      "community": 51,
      "file_type": "rationale",
      "norm_label": "full research pass for one story. returns {\"tags\": [...], \"trending_phrase\":...",
      "source_file": "scripts/bsky_trends.py",
      "source_location": "L281"
    },
    {
      "id": "scripts_bsky_trends_rationale_93",
      "label": "Read-only authenticated session from the announcer's env; None if unavailable.",
      "_origin": "ast",
      "community": 51,
      "file_type": "rationale",
      "norm_label": "read-only authenticated session from the announcer's env; none if unavailable.",
      "source_file": "scripts/bsky_trends.py",
      "source_location": "L93"
    },
    {
      "id": "parrot_receipts",
      "label": "receipts.py",
      "_origin": "ast",
      "community": 52,
      "file_type": "code",
      "norm_label": "receipts.py",
      "source_file": "parrot/receipts.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_receipts_py_path",
      "label": "Path",
      "_origin": "ast",
      "community": 52,
      "file_type": "code",
      "norm_label": "path",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "parrot_receipts_rationale_1",
      "label": "receipts.py \u2014 \"THE RECEIPTS\" social cards. Replaces the PIL share card\u2026",
      "_origin": "ast",
      "community": 52,
      "file_type": "rationale",
      "norm_label": "receipts.py \u2014 \"the receipts\" social cards. replaces the pil share card...",
      "source_file": "parrot/receipts.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_receipts_rationale_108",
      "label": "parrot.png is the clean mark. logo.png has the wordmark baked into the artwork\u2026",
      "_origin": "ast",
      "community": 52,
      "file_type": "rationale",
      "norm_label": "parrot.png is the clean mark. logo.png has the wordmark baked into the artwork...",
      "source_file": "parrot/receipts.py",
      "source_location": "L108"
    },
    {
      "id": "parrot_receipts_rationale_120",
      "label": "The piece's own hero, base64'd into the card. Every published piece has one\u2026",
      "_origin": "ast",
      "community": 52,
      "file_type": "rationale",
      "norm_label": "the piece's own hero, base64'd into the card. every published piece has one...",
      "source_file": "parrot/receipts.py",
      "source_location": "L120"
    },
    {
      "id": "parrot_receipts_rationale_301",
      "label": "Mark + wordmark + URL as one lockup. The URL rides in the HEADER as well as the\u2026",
      "_origin": "ast",
      "community": 52,
      "file_type": "rationale",
      "norm_label": "mark + wordmark + url as one lockup. the url rides in the header as well as the...",
      "source_file": "parrot/receipts.py",
      "source_location": "L301"
    },
    {
      "id": "parrot_receipts_rationale_533",
      "label": "One claim across every outlet is an ECHO, not a split \u2014 name it honestly. It is\u2026",
      "_origin": "ast",
      "community": 52,
      "file_type": "rationale",
      "norm_label": "one claim across every outlet is an echo, not a split \u2014 name it honestly. it is...",
      "source_file": "parrot/receipts.py",
      "source_location": "L533"
    },
    {
      "id": "parrot_receipts_rationale_817",
      "label": "Render a card to PNG. Returns the path, or None if the piece has NO usable hero\u2026",
      "_origin": "ast",
      "community": 52,
      "file_type": "rationale",
      "norm_label": "render a card to png. returns the path, or none if the piece has no usable hero...",
      "source_file": "parrot/receipts.py",
      "source_location": "L817"
    },
    {
      "id": "parrot_receipts_rationale_861",
      "label": "2x supersample -> native size, optimised. Best-effort: a big card beats no card.",
      "_origin": "ast",
      "community": 52,
      "file_type": "rationale",
      "norm_label": "2x supersample -> native size, optimised. best-effort: a big card beats no card.",
      "source_file": "parrot/receipts.py",
      "source_location": "L861"
    },
    {
      "id": "parrot_receipts_rationale_879",
      "label": "Convenience: render straight from a published audit's JSON record.",
      "_origin": "ast",
      "community": 52,
      "file_type": "rationale",
      "norm_label": "convenience: render straight from a published audit's json record.",
      "source_file": "parrot/receipts.py",
      "source_location": "L879"
    },
    {
      "id": "scripts_ceo_scorecard",
      "label": "ceo_scorecard.py",
      "_origin": "ast",
      "community": 53,
      "file_type": "code",
      "norm_label": "ceo_scorecard.py",
      "source_file": "scripts/ceo_scorecard.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_ceo_scorecard_py_path",
      "label": "Path",
      "_origin": "ast",
      "community": 53,
      "file_type": "code",
      "norm_label": "path",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "scripts_ceo_scorecard_rationale_102",
      "label": "Return the most-viewed non-cartoon /audits/ slug across recent metric files.",
      "_origin": "ast",
      "community": 53,
      "file_type": "rationale",
      "norm_label": "return the most-viewed non-cartoon /audits/ slug across recent metric files.",
      "source_file": "scripts/ceo_scorecard.py",
      "source_location": "L102"
    },
    {
      "id": "scripts_ceo_scorecard_rationale_119",
      "label": "Most recent published-piece slugs from the operator's worklog, newest first.\u2026",
      "_origin": "ast",
      "community": 53,
      "file_type": "rationale",
      "norm_label": "most recent published-piece slugs from the operator's worklog, newest first....",
      "source_file": "scripts/ceo_scorecard.py",
      "source_location": "L119"
    },
    {
      "id": "scripts_ceo_scorecard_rationale_159",
      "label": "Verify the newest published pieces appear in the live discovery surfaces. A\u2026",
      "_origin": "ast",
      "community": 53,
      "file_type": "rationale",
      "norm_label": "verify the newest published pieces appear in the live discovery surfaces. a...",
      "source_file": "scripts/ceo_scorecard.py",
      "source_location": "L159"
    },
    {
      "id": "scripts_ceo_scorecard_rationale_197",
      "label": "Live 'coverage' runs the operator never recorded to the worklog. A coverage\u2026",
      "_origin": "ast",
      "community": 53,
      "file_type": "rationale",
      "norm_label": "live 'coverage' runs the operator never recorded to the worklog. a coverage...",
      "source_file": "scripts/ceo_scorecard.py",
      "source_location": "L197"
    },
    {
      "id": "scripts_ceo_scorecard_rationale_2",
      "label": "CEO discovery & growth scorecard \u2014 one deterministic snapshot per cycle. The\u2026",
      "_origin": "ast",
      "community": 53,
      "file_type": "rationale",
      "norm_label": "ceo discovery & growth scorecard \u2014 one deterministic snapshot per cycle. the...",
      "source_file": "scripts/ceo_scorecard.py",
      "source_location": "L2"
    },
    {
      "id": "scripts_ceo_scorecard_rationale_369",
      "label": "Track the audit-companion cartoon QC pass rate from the QC ledger. The cartoon\u2026",
      "_origin": "ast",
      "community": 53,
      "file_type": "rationale",
      "norm_label": "track the audit-companion cartoon qc pass rate from the qc ledger. the cartoon...",
      "source_file": "scripts/ceo_scorecard.py",
      "source_location": "L369"
    },
    {
      "id": "scripts_ceo_scorecard_rationale_428",
      "label": "Track the cloud-writer fallback burden from the operator cost ledger. The\u2026",
      "_origin": "ast",
      "community": 53,
      "file_type": "rationale",
      "norm_label": "track the cloud-writer fallback burden from the operator cost ledger. the...",
      "source_file": "scripts/ceo_scorecard.py",
      "source_location": "L428"
    },
    {
      "id": "scripts_ceo_scorecard_rationale_53",
      "label": "Return (status, body) following redirects; transport errors -> (0, None).",
      "_origin": "ast",
      "community": 53,
      "file_type": "rationale",
      "norm_label": "return (status, body) following redirects; transport errors -> (0, none).",
      "source_file": "scripts/ceo_scorecard.py",
      "source_location": "L53"
    },
    {
      "id": "scripts_bsky_announce",
      "label": "bsky_announce.py",
      "_origin": "ast",
      "community": 54,
      "file_type": "code",
      "norm_label": "bsky_announce.py",
      "source_file": "scripts/bsky_announce.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_bsky_announce_rationale_1",
      "label": "Announce new live articles on Bluesky \u2014 the distribution loop's watcher. Polls\u2026",
      "_origin": "ast",
      "community": 54,
      "file_type": "rationale",
      "norm_label": "announce new live articles on bluesky \u2014 the distribution loop's watcher. polls...",
      "source_file": "scripts/bsky_announce.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_bsky_announce_rationale_1099",
      "label": "One-time-ever, per handle: follow INSTITUTIONAL_FOLLOWS, each re-verified live\u2026",
      "_origin": "ast",
      "community": 54,
      "file_type": "rationale",
      "norm_label": "one-time-ever, per handle: follow institutional_follows, each re-verified live...",
      "source_file": "scripts/bsky_announce.py",
      "source_location": "L1099"
    },
    {
      "id": "scripts_bsky_announce_rationale_1332",
      "label": "Take an exclusive fcntl lock (no check-then-write TOCTOU: the flock call itself\u2026",
      "_origin": "ast",
      "community": 54,
      "file_type": "rationale",
      "norm_label": "take an exclusive fcntl lock (no check-then-write toctou: the flock call itself...",
      "source_file": "scripts/bsky_announce.py",
      "source_location": "L1332"
    },
    {
      "id": "scripts_bsky_announce_rationale_195",
      "label": "# NOTE: the env flag described above is DEAD. It is documented here only\u2026",
      "_origin": "ast",
      "community": 54,
      "file_type": "rationale",
      "norm_label": "# note: the env flag described above is dead. it is documented here only...",
      "source_file": "scripts/bsky_announce.py",
      "source_location": "L195"
    },
    {
      "id": "scripts_bsky_announce_rationale_382",
      "label": "The announce rail is for pipeline audits only. Daily cartoons are distributed\u2026",
      "_origin": "ast",
      "community": 54,
      "file_type": "rationale",
      "norm_label": "the announce rail is for pipeline audits only. daily cartoons are distributed...",
      "source_file": "scripts/bsky_announce.py",
      "source_location": "L382"
    },
    {
      "id": "scripts_bsky_announce_rationale_485",
      "label": "Dedup keys for one feed item: the stable <guid> first, the URL as fallback.\u2026",
      "_origin": "ast",
      "community": 54,
      "file_type": "rationale",
      "norm_label": "dedup keys for one feed item: the stable <guid> first, the url as fallback....",
      "source_file": "scripts/bsky_announce.py",
      "source_location": "L485"
    },
    {
      "id": "scripts_bsky_announce_rationale_503",
      "label": "old absolute URL -> new absolute URL from site/_redirects (Cloudflare Pages\u2026",
      "_origin": "ast",
      "community": 54,
      "file_type": "rationale",
      "norm_label": "old absolute url -> new absolute url from site/_redirects (cloudflare pages...",
      "source_file": "scripts/bsky_announce.py",
      "source_location": "L503"
    },
    {
      "id": "scripts_bsky_announce_rationale_516",
      "label": "One-time (and idempotent) migration of a URL-keyed state to guid keys. Dedup\u2026",
      "_origin": "ast",
      "community": 54,
      "file_type": "rationale",
      "norm_label": "one-time (and idempotent) migration of a url-keyed state to guid keys. dedup...",
      "source_file": "scripts/bsky_announce.py",
      "source_location": "L516"
    },
    {
      "id": "scripts_bsky_announce_rationale_855",
      "label": "Tell Bing & friends the URL exists \u2014 best-effort, never blocks the announce.",
      "_origin": "ast",
      "community": 54,
      "file_type": "rationale",
      "norm_label": "tell bing & friends the url exists \u2014 best-effort, never blocks the announce.",
      "source_file": "scripts/bsky_announce.py",
      "source_location": "L855"
    },
    {
      "id": "scripts_bsky_announce_rationale_869",
      "label": "Tell the WebSub hub the feed changed so subscribers get pushed instantly.",
      "_origin": "ast",
      "community": 54,
      "file_type": "rationale",
      "norm_label": "tell the websub hub the feed changed so subscribers get pushed instantly.",
      "source_file": "scripts/bsky_announce.py",
      "source_location": "L869"
    },
    {
      "id": "scripts_rung1_gate",
      "label": "rung1_gate.py",
      "_origin": "ast",
      "community": 55,
      "file_type": "code",
      "norm_label": "rung1_gate.py",
      "source_file": "scripts/rung1_gate.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_rung1_gate_rationale_105",
      "label": "Split 'new:bsky.app' / 'returning:' into (kind, channel).",
      "_origin": "ast",
      "community": 55,
      "file_type": "rationale",
      "norm_label": "split 'new:bsky.app' / 'returning:' into (kind, channel).",
      "source_file": "scripts/rung1_gate.py",
      "source_location": "L105"
    },
    {
      "id": "scripts_rung1_gate_rationale_113",
      "label": "Load every visits-*.json that exists, skipping window/filename mismatches.\u2026",
      "_origin": "ast",
      "community": 55,
      "file_type": "rationale",
      "norm_label": "load every visits-*.json that exists, skipping window/filename mismatches....",
      "source_file": "scripts/rung1_gate.py",
      "source_location": "L113"
    },
    {
      "id": "scripts_rung1_gate_rationale_150",
      "label": "Re-check the DEPLOYED site carries the session-granular beacon before trusting\u2026",
      "_origin": "ast",
      "community": 55,
      "file_type": "rationale",
      "norm_label": "re-check the deployed site carries the session-granular beacon before trusting...",
      "source_file": "scripts/rung1_gate.py",
      "source_location": "L150"
    },
    {
      "id": "scripts_rung1_gate_rationale_173",
      "label": "Fetch the AI/LLM crawler tally and sum requests for the given UTC days.\u2026",
      "_origin": "ast",
      "community": 55,
      "file_type": "rationale",
      "norm_label": "fetch the ai/llm crawler tally and sum requests for the given utc days....",
      "source_file": "scripts/rung1_gate.py",
      "source_location": "L173"
    },
    {
      "id": "scripts_rung1_gate_rationale_2",
      "label": "Rung 1 -> 2 gate status \u2014 the push-button computation for the 08-07 proposal.\u2026",
      "_origin": "ast",
      "community": 55,
      "file_type": "rationale",
      "norm_label": "rung 1 -> 2 gate status \u2014 the push-button computation for the 08-07 proposal....",
      "source_file": "scripts/rung1_gate.py",
      "source_location": "L2"
    },
    {
      "id": "scripts_rung1_gate_rationale_227",
      "label": "Daily API spend from the ledger over the last `days` calendar days, split real\u2026",
      "_origin": "ast",
      "community": 55,
      "file_type": "rationale",
      "norm_label": "daily api spend from the ledger over the last `days` calendar days, split real...",
      "source_file": "scripts/rung1_gate.py",
      "source_location": "L227"
    },
    {
      "id": "scripts_rung1_gate_rationale_266",
      "label": "Returning-reader sums over the last `n_days` usable days, by channel.",
      "_origin": "ast",
      "community": 55,
      "file_type": "rationale",
      "norm_label": "returning-reader sums over the last `n_days` usable days, by channel.",
      "source_file": "scripts/rung1_gate.py",
      "source_location": "L266"
    },
    {
      "id": "scripts_rung1_gate_rationale_298",
      "label": "How many trailing consecutive Mon-Sun weeks (fully covered by data) have\u2026",
      "_origin": "ast",
      "community": 55,
      "file_type": "rationale",
      "norm_label": "how many trailing consecutive mon-sun weeks (fully covered by data) have...",
      "source_file": "scripts/rung1_gate.py",
      "source_location": "L298"
    },
    {
      "id": "scripts_rung1_gate_rationale_337",
      "label": "How many trailing consecutive Mon-Sun weeks are fully covered by data (no\u2026",
      "_origin": "ast",
      "community": 55,
      "file_type": "rationale",
      "norm_label": "how many trailing consecutive mon-sun weeks are fully covered by data (no...",
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      "source_location": "L337"
    },
    {
      "id": "scripts_rung1_gate_rationale_370",
      "label": "Earliest date on which two consecutive full, fully-clean weeks of data will\u2026",
      "_origin": "ast",
      "community": 55,
      "file_type": "rationale",
      "norm_label": "earliest date on which two consecutive full, fully-clean weeks of data will...",
      "source_file": "scripts/rung1_gate.py",
      "source_location": "L370"
    },
    {
      "id": "scripts_rung1_gate_rationale_614",
      "label": "Exercise the gate math against synthetic visits files. No real data touched.",
      "_origin": "ast",
      "community": 55,
      "file_type": "rationale",
      "norm_label": "exercise the gate math against synthetic visits files. no real data touched.",
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      "id": "scripts_social_announce",
      "label": "social_announce.py",
      "_origin": "ast",
      "community": 56,
      "file_type": "code",
      "norm_label": "social_announce.py",
      "source_file": "scripts/social_announce.py",
      "source_location": "L1"
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      "id": "scripts_social_announce_py_path",
      "label": "Path",
      "_origin": "ast",
      "community": 56,
      "file_type": "code",
      "norm_label": "path",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "scripts_social_announce_rationale_118",
      "label": "True only when Mike's explicit approval file exists and is `{\"approved\":\u2026",
      "_origin": "ast",
      "community": 56,
      "file_type": "rationale",
      "norm_label": "true only when mike's explicit approval file exists and is `{\"approved\":...",
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    },
    {
      "id": "scripts_social_announce_rationale_148",
      "label": "HEAD the asset. Fail CLOSED: an unreachable check defers, never posts.",
      "_origin": "ast",
      "community": 56,
      "file_type": "rationale",
      "norm_label": "head the asset. fail closed: an unreachable check defers, never posts.",
      "source_file": "scripts/social_announce.py",
      "source_location": "L148"
    },
    {
      "id": "scripts_social_announce_rationale_2",
      "label": "social_announce.py \u2014 the multi-platform arm of the announce rail (X, Threads,\u2026",
      "_origin": "ast",
      "community": 56,
      "file_type": "rationale",
      "norm_label": "social_announce.py \u2014 the multi-platform arm of the announce rail (x, threads,...",
      "source_file": "scripts/social_announce.py",
      "source_location": "L2"
    },
    {
      "id": "scripts_social_announce_rationale_219",
      "label": "Encode simple text fields as multipart/form-data. Hand-rolled to keep this\u2026",
      "_origin": "ast",
      "community": 56,
      "file_type": "rationale",
      "norm_label": "encode simple text fields as multipart/form-data. hand-rolled to keep this...",
      "source_file": "scripts/social_announce.py",
      "source_location": "L219"
    },
    {
      "id": "scripts_social_announce_rationale_238",
      "label": "The tweet id inside an X post URL, or \"\" if this is not one.",
      "_origin": "ast",
      "community": 56,
      "file_type": "rationale",
      "norm_label": "the tweet id inside an x post url, or \"\" if this is not one.",
      "source_file": "scripts/social_announce.py",
      "source_location": "L238"
    },
    {
      "id": "scripts_social_announce_rationale_244",
      "label": "Post `text` as a threaded reply to one of our own posts. X only, for now. This\u2026",
      "_origin": "ast",
      "community": 56,
      "file_type": "rationale",
      "norm_label": "post `text` as a threaded reply to one of our own posts. x only, for now. this...",
      "source_file": "scripts/social_announce.py",
      "source_location": "L244"
    },
    {
      "id": "scripts_social_announce_rationale_285",
      "label": "POST one piece to one platform. Returns the post URL on success, None on\u2026",
      "_origin": "ast",
      "community": 56,
      "file_type": "rationale",
      "norm_label": "post one piece to one platform. returns the post url on success, none on...",
      "source_file": "scripts/social_announce.py",
      "source_location": "L285"
    },
    {
      "id": "scripts_social_announce_rationale_80",
      "label": "# NOTE: \"bluesky\" is deliberately NOT a supported channel even though the\u2026",
      "_origin": "ast",
      "community": 56,
      "file_type": "rationale",
      "norm_label": "# note: \"bluesky\" is deliberately not a supported channel even though the...",
      "source_file": "scripts/social_announce.py",
      "source_location": "L80"
    },
    {
      "id": "scripts_build_corpus_db",
      "label": "build_corpus_db.py",
      "_origin": "ast",
      "community": 57,
      "file_type": "code",
      "norm_label": "build_corpus_db.py",
      "source_file": "scripts/build_corpus_db.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_chyron_bank_gapcheck",
      "label": "gapcheck.py",
      "_origin": "ast",
      "community": 57,
      "file_type": "code",
      "norm_label": "gapcheck.py",
      "source_file": "scripts/chyron_bank/gapcheck.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_chyron_bank_mine",
      "label": "mine.py",
      "_origin": "ast",
      "community": 57,
      "file_type": "code",
      "norm_label": "mine.py",
      "source_file": "scripts/chyron_bank/mine.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_build_corpus_db_rationale_1",
      "label": "Build the D1 corpus mirror \u2014 docs/BACKEND.md \"Builder + sync\" is the contract.\u2026",
      "_origin": "ast",
      "community": 57,
      "file_type": "rationale",
      "norm_label": "build the d1 corpus mirror \u2014 docs/backend.md \"builder + sync\" is the contract....",
      "source_file": "scripts/build_corpus_db.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_build_corpus_db_rationale_109",
      "label": "Return (statements, counts) \u2014 the full DROP+CREATE+INSERT script.",
      "_origin": "ast",
      "community": 57,
      "file_type": "rationale",
      "norm_label": "return (statements, counts) \u2014 the full drop+create+insert script.",
      "source_file": "scripts/build_corpus_db.py",
      "source_location": "L109"
    },
    {
      "id": "scripts_build_corpus_db_rationale_73",
      "label": "Render a Python value as a standalone single-line SQL literal/expression.\u2026",
      "_origin": "ast",
      "community": 57,
      "file_type": "rationale",
      "norm_label": "render a python value as a standalone single-line sql literal/expression....",
      "source_file": "scripts/build_corpus_db.py",
      "source_location": "L73"
    },
    {
      "id": "scripts_chyron_bank_mine_rationale_152",
      "label": "(channel, day) -> seconds inside a recorded capture gap.",
      "_origin": "ast",
      "community": 57,
      "file_type": "rationale",
      "norm_label": "(channel, day) -> seconds inside a recorded capture gap.",
      "source_file": "scripts/chyron_bank/mine.py",
      "source_location": "L152"
    },
    {
      "id": "scripts_chyron_bank_mine_rationale_2",
      "label": "Chyron bank miner \u2014 produces CANDIDATES for human approval. Publishes nothing.\u2026",
      "_origin": "ast",
      "community": 57,
      "file_type": "rationale",
      "norm_label": "chyron bank miner \u2014 produces candidates for human approval. publishes nothing....",
      "source_file": "scripts/chyron_bank/mine.py",
      "source_location": "L2"
    },
    {
      "id": "scripts_chyron_bank_mine_rationale_207",
      "label": "What KIND of difference is this? Returns (kind, note) or None for mere\u2026",
      "_origin": "ast",
      "community": 57,
      "file_type": "rationale",
      "norm_label": "what kind of difference is this? returns (kind, note) or none for mere...",
      "source_file": "scripts/chyron_bank/mine.py",
      "source_location": "L207"
    },
    {
      "id": "parrot_nodes_n10_notify",
      "label": "n10_notify.py",
      "_origin": "ast",
      "community": 58,
      "file_type": "code",
      "norm_label": "n10_notify.py",
      "source_file": "parrot/nodes/n10_notify.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_run_curate",
      "label": "run_curate.sh",
      "_origin": "ast",
      "community": 58,
      "file_type": "code",
      "metadata": {
        "language": "bash",
        "kind": "file"
      },
      "norm_label": "run_curate.sh",
      "source_file": "scripts/run_curate.sh",
      "source_location": "L1"
    },
    {
      "id": "scripts_run_curate_alert_on_failure",
      "label": "alert_on_failure()",
      "_origin": "ast",
      "community": 58,
      "file_type": "code",
      "metadata": {
        "language": "bash",
        "kind": "bash_function"
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      "norm_label": "alert_on_failure()",
      "source_file": "scripts/run_curate.sh",
      "source_location": "L45"
    },
    {
      "id": "scripts_run_curate_sh__entry",
      "label": "run_curate.sh script",
      "_origin": "ast",
      "community": 58,
      "file_type": "code",
      "metadata": {
        "language": "bash",
        "kind": "bash_entrypoint"
      },
      "norm_label": "run_curate.sh script",
      "source_file": "scripts/run_curate.sh",
      "source_location": "L1"
    },
    {
      "id": "parrot_nodes_n10_notify_rationale_1",
      "label": "N10 \u2014 notify + gate (deterministic). Push the draft link to the operator.\u2026",
      "_origin": "ast",
      "community": 58,
      "file_type": "rationale",
      "norm_label": "n10 \u2014 notify + gate (deterministic). push the draft link to the operator....",
      "source_file": "parrot/nodes/n10_notify.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_corpus_check",
      "label": "corpus_check.py",
      "_origin": "ast",
      "community": 59,
      "file_type": "code",
      "norm_label": "corpus_check.py",
      "source_file": "scripts/corpus_check.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_plain_backfill_glm",
      "label": "plain_backfill_glm.py",
      "_origin": "ast",
      "community": 59,
      "file_type": "code",
      "norm_label": "plain_backfill_glm.py",
      "source_file": "scripts/plain_backfill_glm.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_corpus_check_rationale_111",
      "label": "The truncation tells that need no network. Returns (hard, soft): hard tells\u2026",
      "_origin": "ast",
      "community": 59,
      "file_type": "rationale",
      "norm_label": "the truncation tells that need no network. returns (hard, soft): hard tells...",
      "source_file": "scripts/corpus_check.py",
      "source_location": "L111"
    },
    {
      "id": "scripts_corpus_check_rationale_134",
      "label": "Re-fetch the URL and classify the frozen body against the live page.",
      "_origin": "ast",
      "community": 59,
      "file_type": "rationale",
      "norm_label": "re-fetch the url and classify the frozen body against the live page.",
      "source_file": "scripts/corpus_check.py",
      "source_location": "L134"
    },
    {
      "id": "scripts_corpus_check_rationale_2",
      "label": "Freeze-time corpus hygiene for data/incoming/<slug>.sources.json (inbox\u2026",
      "_origin": "ast",
      "community": 59,
      "file_type": "rationale",
      "norm_label": "freeze-time corpus hygiene for data/incoming/<slug>.sources.json (inbox...",
      "source_file": "scripts/corpus_check.py",
      "source_location": "L2"
    },
    {
      "id": "scripts_corpus_check_rationale_89",
      "label": "Binary probe (1.0/0.0): do the frozen body's first `probe` tokens open the live\u2026",
      "_origin": "ast",
      "community": 59,
      "file_type": "rationale",
      "norm_label": "binary probe (1.0/0.0): do the frozen body's first `probe` tokens open the live...",
      "source_file": "scripts/corpus_check.py",
      "source_location": "L89"
    },
    {
      "id": "scripts_corpus_check_rationale_99",
      "label": "Fraction of frozen 8-word shingles present anywhere in the live token stream \u2014\u2026",
      "_origin": "ast",
      "community": 59,
      "file_type": "rationale",
      "norm_label": "fraction of frozen 8-word shingles present anywhere in the live token stream \u2014...",
      "source_file": "scripts/corpus_check.py",
      "source_location": "L99"
    },
    {
      "id": "scripts_plain_backfill_glm_rationale_2",
      "label": "Backfill plain.md for published runs missing it (or gates_passed false).\u2026",
      "_origin": "ast",
      "community": 59,
      "file_type": "rationale",
      "norm_label": "backfill plain.md for published runs missing it (or gates_passed false)....",
      "source_file": "scripts/plain_backfill_glm.py",
      "source_location": "L2"
    },
    {
      "id": "parrot_deskfeed",
      "label": "deskfeed.py",
      "_origin": "ast",
      "community": 6,
      "file_type": "code",
      "norm_label": "deskfeed.py",
      "source_file": "parrot/deskfeed.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_deskfeed_py_datetime",
      "label": "datetime",
      "_origin": "ast",
      "community": 6,
      "file_type": "code",
      "norm_label": "datetime",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "parrot_deskfeed_py_path",
      "label": "Path",
      "_origin": "ast",
      "community": 6,
      "file_type": "code",
      "norm_label": "path",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "scripts_desk_feed",
      "label": "desk_feed.py",
      "_origin": "ast",
      "community": 6,
      "file_type": "code",
      "norm_label": "desk_feed.py",
      "source_file": "scripts/desk_feed.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_desk_feed_py_datetime",
      "label": "datetime",
      "_origin": "ast",
      "community": 6,
      "file_type": "code",
      "norm_label": "datetime",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "scripts_desk_feed_py_path",
      "label": "Path",
      "_origin": "ast",
      "community": 6,
      "file_type": "code",
      "norm_label": "path",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "parrot_deskfeed_rationale_124",
      "label": "Return (rows, malformed_count). Never raises on bad content.",
      "_origin": "ast",
      "community": 6,
      "file_type": "rationale",
      "norm_label": "return (rows, malformed_count). never raises on bad content.",
      "source_file": "parrot/deskfeed.py",
      "source_location": "L124"
    },
    {
      "id": "parrot_deskfeed_rationale_148",
      "label": "Slugs with a deployed page. This is the gate for rule 2. A staged\u2026",
      "_origin": "ast",
      "community": 6,
      "file_type": "rationale",
      "norm_label": "slugs with a deployed page. this is the gate for rule 2. a staged...",
      "source_file": "parrot/deskfeed.py",
      "source_location": "L148"
    },
    {
      "id": "parrot_deskfeed_rationale_162",
      "label": "The canonical audit URL \u2014 extensionless, no trailing slash, matching the <link\u2026",
      "_origin": "ast",
      "community": 6,
      "file_type": "rationale",
      "norm_label": "the canonical audit url \u2014 extensionless, no trailing slash, matching the <link...",
      "source_file": "parrot/deskfeed.py",
      "source_location": "L162"
    },
    {
      "id": "parrot_deskfeed_rationale_187",
      "label": "Counts only. Every number here is safe by construction \u2014 an aggregate over the\u2026",
      "_origin": "ast",
      "community": 6,
      "file_type": "rationale",
      "norm_label": "counts only. every number here is safe by construction \u2014 an aggregate over the...",
      "source_file": "parrot/deskfeed.py",
      "source_location": "L187"
    },
    {
      "id": "parrot_deskfeed_rationale_2",
      "label": "parrot.deskfeed \u2014 the Glass Newsroom exporter (redaction policy lives HERE).\u2026",
      "_origin": "ast",
      "community": 6,
      "file_type": "rationale",
      "norm_label": "parrot.deskfeed \u2014 the glass newsroom exporter (redaction policy lives here)....",
      "source_file": "parrot/deskfeed.py",
      "source_location": "L2"
    },
    {
      "id": "parrot_deskfeed_rationale_242",
      "label": "One qc_ledger row as a public event. Live slug -> the full verdict, with scores\u2026",
      "_origin": "ast",
      "community": 6,
      "file_type": "rationale",
      "norm_label": "one qc_ledger row as a public event. live slug -> the full verdict, with scores...",
      "source_file": "parrot/deskfeed.py",
      "source_location": "L242"
    },
    {
      "id": "parrot_deskfeed_rationale_310",
      "label": "A worklog publish row. Only emitted once the piece is actually live \u2014 which is\u2026",
      "_origin": "ast",
      "community": 6,
      "file_type": "rationale",
      "norm_label": "a worklog publish row. only emitted once the piece is actually live \u2014 which is...",
      "source_file": "parrot/deskfeed.py",
      "source_location": "L310"
    },
    {
      "id": "parrot_deskfeed_rationale_361",
      "label": "The Floor's render-ready rows: `events` with consecutive anonymous ticks folded\u2026",
      "_origin": "ast",
      "community": 6,
      "file_type": "rationale",
      "norm_label": "the floor's render-ready rows: `events` with consecutive anonymous ticks folded...",
      "source_file": "parrot/deskfeed.py",
      "source_location": "L361"
    },
    {
      "id": "parrot_deskfeed_rationale_407",
      "label": "Per-piece QC history for pieces that shipped: every round, in order. This is\u2026",
      "_origin": "ast",
      "community": 6,
      "file_type": "rationale",
      "norm_label": "per-piece qc history for pieces that shipped: every round, in order. this is...",
      "source_file": "parrot/deskfeed.py",
      "source_location": "L407"
    },
    {
      "id": "parrot_deskfeed_rationale_460",
      "label": "Honest liveness. A Glass Newsroom that has gone dark must SAY it has gone dark\u2026",
      "_origin": "ast",
      "community": 6,
      "file_type": "rationale",
      "norm_label": "honest liveness. a glass newsroom that has gone dark must say it has gone dark...",
      "source_file": "parrot/deskfeed.py",
      "source_location": "L460"
    },
    {
      "id": "parrot_deskfeed_rationale_483",
      "label": "A nameless, dot-resolution thumbnail of the in-progress hero, for the Live page\u2026",
      "_origin": "ast",
      "community": 6,
      "file_type": "rationale",
      "norm_label": "a nameless, dot-resolution thumbnail of the in-progress hero, for the live page...",
      "source_file": "parrot/deskfeed.py",
      "source_location": "L483"
    },
    {
      "id": "parrot_deskfeed_rationale_606",
      "label": "Coarse, read-only guess at the desk's current station. Precedence runs newest-\u2026",
      "_origin": "ast",
      "community": 6,
      "file_type": "rationale",
      "norm_label": "coarse, read-only guess at the desk's current station. precedence runs newest-...",
      "source_file": "parrot/deskfeed.py",
      "source_location": "L606"
    },
    {
      "id": "parrot_deskfeed_rationale_754",
      "label": "The operator timer's next scheduled fire, from systemd \u2014 a real timestamp or\u2026",
      "_origin": "ast",
      "community": 6,
      "file_type": "rationale",
      "norm_label": "the operator timer's next scheduled fire, from systemd \u2014 a real timestamp or...",
      "source_file": "parrot/deskfeed.py",
      "source_location": "L754"
    },
    {
      "id": "parrot_deskfeed_rationale_776",
      "label": "24 hourly buckets, oldest first: QC rounds, fails, publishes. Counts only \u2014 the\u2026",
      "_origin": "ast",
      "community": 6,
      "file_type": "rationale",
      "norm_label": "24 hourly buckets, oldest first: qc rounds, fails, publishes. counts only \u2014 the...",
      "source_file": "parrot/deskfeed.py",
      "source_location": "L776"
    },
    {
      "id": "parrot_deskfeed_rationale_810",
      "label": "Compact top-of-tape for the live payload. Reads the snapshot the parrot-tape\u2026",
      "_origin": "ast",
      "community": 6,
      "file_type": "rationale",
      "norm_label": "compact top-of-tape for the live payload. reads the snapshot the parrot-tape...",
      "source_file": "parrot/deskfeed.py",
      "source_location": "L810"
    },
    {
      "id": "parrot_deskfeed_rationale_845",
      "label": "One fixed-shape row per research project: STATUS.json (curated, and itself\u2026",
      "_origin": "ast",
      "community": 6,
      "file_type": "rationale",
      "norm_label": "one fixed-shape row per research project: status.json (curated, and itself...",
      "source_file": "parrot/deskfeed.py",
      "source_location": "L845"
    },
    {
      "id": "parrot_deskfeed_rationale_921",
      "label": "Re-derive the redaction invariants from the finished payload. The DGX has no\u2026",
      "_origin": "ast",
      "community": 6,
      "file_type": "rationale",
      "norm_label": "re-derive the redaction invariants from the finished payload. the dgx has no...",
      "source_file": "parrot/deskfeed.py",
      "source_location": "L921"
    },
    {
      "id": "parrot_sitegen_rationale_9324",
      "label": "slug -> verdict strip (deskfeed's redaction applies: live slugs only, newest\u2026",
      "_origin": "ast",
      "community": 6,
      "file_type": "rationale",
      "norm_label": "slug -> verdict strip (deskfeed's redaction applies: live slugs only, newest...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L9324"
    },
    {
      "id": "scripts_desk_feed_rationale_113",
      "label": "Return (rows, malformed_count). Never raises on bad content.",
      "_origin": "ast",
      "community": 6,
      "file_type": "rationale",
      "norm_label": "return (rows, malformed_count). never raises on bad content.",
      "source_file": "scripts/desk_feed.py",
      "source_location": "L113"
    },
    {
      "id": "scripts_desk_feed_rationale_137",
      "label": "Slugs with a deployed page. This is the gate for rule 2. A staged\u2026",
      "_origin": "ast",
      "community": 6,
      "file_type": "rationale",
      "norm_label": "slugs with a deployed page. this is the gate for rule 2. a staged...",
      "source_file": "scripts/desk_feed.py",
      "source_location": "L137"
    },
    {
      "id": "scripts_desk_feed_rationale_151",
      "label": "The canonical audit URL \u2014 extensionless, no trailing slash, matching the <link\u2026",
      "_origin": "ast",
      "community": 6,
      "file_type": "rationale",
      "norm_label": "the canonical audit url \u2014 extensionless, no trailing slash, matching the <link...",
      "source_file": "scripts/desk_feed.py",
      "source_location": "L151"
    },
    {
      "id": "scripts_desk_feed_rationale_176",
      "label": "Counts only. Every number here is safe by construction \u2014 an aggregate over the\u2026",
      "_origin": "ast",
      "community": 6,
      "file_type": "rationale",
      "norm_label": "counts only. every number here is safe by construction \u2014 an aggregate over the...",
      "source_file": "scripts/desk_feed.py",
      "source_location": "L176"
    },
    {
      "id": "scripts_desk_feed_rationale_2",
      "label": "desk_feed.py \u2014 the Glass Newsroom exporter. Reads the desk's own ledgers and\u2026",
      "_origin": "ast",
      "community": 6,
      "file_type": "rationale",
      "norm_label": "desk_feed.py \u2014 the glass newsroom exporter. reads the desk's own ledgers and...",
      "source_file": "scripts/desk_feed.py",
      "source_location": "L2"
    },
    {
      "id": "scripts_desk_feed_rationale_231",
      "label": "One qc_ledger row as a public event. Live slug -> the full verdict, with scores\u2026",
      "_origin": "ast",
      "community": 6,
      "file_type": "rationale",
      "norm_label": "one qc_ledger row as a public event. live slug -> the full verdict, with scores...",
      "source_file": "scripts/desk_feed.py",
      "source_location": "L231"
    },
    {
      "id": "scripts_desk_feed_rationale_299",
      "label": "A worklog publish row. Only emitted once the piece is actually live \u2014 which is\u2026",
      "_origin": "ast",
      "community": 6,
      "file_type": "rationale",
      "norm_label": "a worklog publish row. only emitted once the piece is actually live \u2014 which is...",
      "source_file": "scripts/desk_feed.py",
      "source_location": "L299"
    },
    {
      "id": "scripts_desk_feed_rationale_345",
      "label": "Per-piece QC history for pieces that shipped: every round, in order. This is\u2026",
      "_origin": "ast",
      "community": 6,
      "file_type": "rationale",
      "norm_label": "per-piece qc history for pieces that shipped: every round, in order. this is...",
      "source_file": "scripts/desk_feed.py",
      "source_location": "L345"
    },
    {
      "id": "scripts_desk_feed_rationale_398",
      "label": "Honest liveness. A Glass Newsroom that has gone dark must SAY it has gone dark\u2026",
      "_origin": "ast",
      "community": 6,
      "file_type": "rationale",
      "norm_label": "honest liveness. a glass newsroom that has gone dark must say it has gone dark...",
      "source_file": "scripts/desk_feed.py",
      "source_location": "L398"
    },
    {
      "id": "scripts_desk_feed_rationale_471",
      "label": "Re-derive the redaction invariants from the finished payload. The DGX has no\u2026",
      "_origin": "ast",
      "community": 6,
      "file_type": "rationale",
      "norm_label": "re-derive the redaction invariants from the finished payload. the dgx has no...",
      "source_file": "scripts/desk_feed.py",
      "source_location": "L471"
    },
    {
      "id": "parrot_locks",
      "label": "locks.py",
      "_origin": "ast",
      "community": 60,
      "file_type": "code",
      "norm_label": "locks.py",
      "source_file": "parrot/locks.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_lock_is_held",
      "label": "lock_is_held.sh",
      "_origin": "ast",
      "community": 60,
      "file_type": "code",
      "metadata": {
        "language": "bash",
        "kind": "file"
      },
      "norm_label": "lock_is_held.sh",
      "source_file": "scripts/lock_is_held.sh",
      "source_location": "L1"
    },
    {
      "id": "scripts_lock_is_held_parrot_lock_is_held",
      "label": "parrot_lock_is_held()",
      "_origin": "ast",
      "community": 60,
      "file_type": "code",
      "metadata": {
        "language": "bash",
        "kind": "bash_function"
      },
      "norm_label": "parrot_lock_is_held()",
      "source_file": "scripts/lock_is_held.sh",
      "source_location": "L32"
    },
    {
      "id": "scripts_lock_is_held_parrot_lock_state",
      "label": "parrot_lock_state()",
      "_origin": "ast",
      "community": 60,
      "file_type": "code",
      "metadata": {
        "language": "bash",
        "kind": "bash_function"
      },
      "norm_label": "parrot_lock_state()",
      "source_file": "scripts/lock_is_held.sh",
      "source_location": "L59"
    },
    {
      "id": "scripts_lock_is_held_sh__entry",
      "label": "lock_is_held.sh script",
      "_origin": "ast",
      "community": 60,
      "file_type": "code",
      "metadata": {
        "language": "bash",
        "kind": "bash_entrypoint"
      },
      "norm_label": "lock_is_held.sh script",
      "source_file": "scripts/lock_is_held.sh",
      "source_location": "L1"
    },
    {
      "id": "parrot_locks_rationale_1",
      "label": "Is a lock file *actually* held? \u2014 the one honest answer, for every agent. The\u2026",
      "_origin": "ast",
      "community": 60,
      "file_type": "rationale",
      "norm_label": "is a lock file *actually* held? \u2014 the one honest answer, for every agent. the...",
      "source_file": "parrot/locks.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_locks_rationale_115",
      "label": "Seconds since `path` was last modified, or None if it does not exist.",
      "_origin": "ast",
      "community": 60,
      "file_type": "rationale",
      "norm_label": "seconds since `path` was last modified, or none if it does not exist.",
      "source_file": "parrot/locks.py",
      "source_location": "L115"
    },
    {
      "id": "parrot_locks_rationale_123",
      "label": "Everything a report wants to say about one lock, in one pass.",
      "_origin": "ast",
      "community": 60,
      "file_type": "rationale",
      "norm_label": "everything a report wants to say about one lock, in one pass.",
      "source_file": "parrot/locks.py",
      "source_location": "L123"
    },
    {
      "id": "parrot_locks_rationale_146",
      "label": "One grep-friendly line per lock: `held <path> ...` / `free <path> ...`.",
      "_origin": "ast",
      "community": 60,
      "file_type": "rationale",
      "norm_label": "one grep-friendly line per lock: `held <path> ...` / `free <path> ...`.",
      "source_file": "parrot/locks.py",
      "source_location": "L146"
    },
    {
      "id": "parrot_locks_rationale_161",
      "label": "Delete lock files that are provably free and older than `max_age_s`. Returns\u2026",
      "_origin": "ast",
      "community": 60,
      "file_type": "rationale",
      "norm_label": "delete lock files that are provably free and older than `max_age_s`. returns...",
      "source_file": "parrot/locks.py",
      "source_location": "L161"
    },
    {
      "id": "parrot_locks_rationale_64",
      "label": "True iff some open file description currently holds an flock on `path`. A\u2026",
      "_origin": "ast",
      "community": 60,
      "file_type": "rationale",
      "norm_label": "true iff some open file description currently holds an flock on `path`. a...",
      "source_file": "parrot/locks.py",
      "source_location": "L64"
    },
    {
      "id": "parrot_locks_rationale_93",
      "label": "Best-effort PIDs with `path` open. Empty list means \"unknown\", not \"none\". Only\u2026",
      "_origin": "ast",
      "community": 60,
      "file_type": "rationale",
      "norm_label": "best-effort pids with `path` open. empty list means \"unknown\", not \"none\". only...",
      "source_file": "parrot/locks.py",
      "source_location": "L93"
    },
    {
      "id": "scripts_backfill_snapshot_trim_py_path",
      "label": "Path",
      "_origin": "ast",
      "community": 61,
      "file_type": "code",
      "norm_label": "path",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "parrot_sitegen_rationale_13688",
      "label": "The live allowlist: run_ids cleared to appear on the deployed site (the\u2026",
      "_origin": "ast",
      "community": 61,
      "file_type": "rationale",
      "norm_label": "the live allowlist: run_ids cleared to appear on the deployed site (the...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L13688"
    },
    {
      "id": "parrot_sitegen_rationale_1431",
      "label": "Visible defect note for quotes that failed to locate character-for-character in\u2026",
      "_origin": "ast",
      "community": 61,
      "file_type": "rationale",
      "norm_label": "visible defect note for quotes that failed to locate character-for-character in...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L1431"
    },
    {
      "id": "parrot_sitegen_rationale_1517",
      "label": "The administrative evidence appendix \u2014 a court-docket style list, no editorial\u2026",
      "_origin": "ast",
      "community": 61,
      "file_type": "rationale",
      "norm_label": "the administrative evidence appendix \u2014 a court-docket style list, no editorial...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L1517"
    },
    {
      "id": "parrot_sitegen_rationale_1575",
      "label": "Sources appendix for hand-written pieces: the outlets cited, each linked. No\u2026",
      "_origin": "ast",
      "community": 61,
      "file_type": "rationale",
      "norm_label": "sources appendix for hand-written pieces: the outlets cited, each linked. no...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L1575"
    },
    {
      "id": "parrot_sitegen_rationale_1605",
      "label": "Only real web URLs render as links. A run can cite an internal artifact with a\u2026",
      "_origin": "ast",
      "community": 61,
      "file_type": "rationale",
      "norm_label": "only real web urls render as links. a run can cite an internal artifact with a...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L1605"
    },
    {
      "id": "parrot_sitegen_rationale_1612",
      "label": "A frozen, script-free trimmed extract of one source's article body, with the\u2026",
      "_origin": "ast",
      "community": 61,
      "file_type": "rationale",
      "norm_label": "a frozen, script-free trimmed extract of one source's article body, with the...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L1612"
    },
    {
      "id": "parrot_sitegen_rationale_7079",
      "label": "The non-newsroom pill (2026-09-13): where a newsroom source wears its AllSides\u2026",
      "_origin": "ast",
      "community": 61,
      "file_type": "rationale",
      "norm_label": "the non-newsroom pill (2026-09-13): where a newsroom source wears its allsides...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L7079"
    },
    {
      "id": "parrot_sitegen_rationale_7098",
      "label": "One mono line under an LLM or operator source: the receipt that makes a model\u2026",
      "_origin": "ast",
      "community": 61,
      "file_type": "rationale",
      "norm_label": "one mono line under an llm or operator source: the receipt that makes a model...",
      "source_file": "parrot/sitegen.py",
      "source_location": "L7098"
    },
    {
      "id": "parrot_snapshot_trim_rationale_111",
      "label": "Trim `body` to cited windows. Empty / all-invalid spans \u2192 empty text (fail\u2026",
      "_origin": "ast",
      "community": 61,
      "file_type": "rationale",
      "norm_label": "trim `body` to cited windows. empty / all-invalid spans \u2192 empty text (fail...",
      "source_file": "parrot/snapshot_trim.py",
      "source_location": "L111"
    },
    {
      "id": "parrot_snapshot_trim_rationale_155",
      "label": "Extract body-field cited offsets from a _collect_sources source dict.",
      "_origin": "ast",
      "community": 61,
      "file_type": "rationale",
      "norm_label": "extract body-field cited offsets from a _collect_sources source dict.",
      "source_file": "parrot/snapshot_trim.py",
      "source_location": "L155"
    },
    {
      "id": "scripts_cartoon_rail",
      "label": "cartoon_rail.py",
      "_origin": "ast",
      "community": 62,
      "file_type": "code",
      "norm_label": "cartoon_rail.py",
      "source_file": "scripts/cartoon_rail.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_cartoon_rail_py_path",
      "label": "Path",
      "_origin": "ast",
      "community": 62,
      "file_type": "code",
      "norm_label": "path",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "scripts_cartoon_rail_rationale_2",
      "label": "The Daily Cartoon rail \u2014 one path, every time. WHY THIS EXISTS (2026-08-02).\u2026",
      "_origin": "ast",
      "community": 62,
      "file_type": "rationale",
      "norm_label": "the daily cartoon rail \u2014 one path, every time. why this exists (2026-08-02)....",
      "source_file": "scripts/cartoon_rail.py",
      "source_location": "L2"
    },
    {
      "id": "scripts_cartoon_rail_rationale_214",
      "label": "The one line a reader sees: 'Art: fal.ai \u00b7 gpt-image-1.5 (reference-guided)'.",
      "_origin": "ast",
      "community": 62,
      "file_type": "rationale",
      "norm_label": "the one line a reader sees: 'art: fal.ai \u00b7 gpt-image-1.5 (reference-guided)'.",
      "source_file": "scripts/cartoon_rail.py",
      "source_location": "L214"
    },
    {
      "id": "scripts_cartoon_rail_rationale_227",
      "label": "Sidecar path for a plate's iteration log, mirroring _prov_path.",
      "_origin": "ast",
      "community": 62,
      "file_type": "rationale",
      "norm_label": "sidecar path for a plate's iteration log, mirroring _prov_path.",
      "source_file": "scripts/cartoon_rail.py",
      "source_location": "L227"
    },
    {
      "id": "scripts_cartoon_rail_rationale_232",
      "label": "Every render pass that produced this plate, oldest first. Grouped by the render\u2026",
      "_origin": "ast",
      "community": 62,
      "file_type": "rationale",
      "norm_label": "every render pass that produced this plate, oldest first. grouped by the render...",
      "source_file": "scripts/cartoon_rail.py",
      "source_location": "L232"
    },
    {
      "id": "scripts_cartoon_rail_rationale_348",
      "label": "Force the PRIMARY DOCUMENT in front of the author before a caption can ship.\u2026",
      "_origin": "ast",
      "community": 62,
      "file_type": "rationale",
      "norm_label": "force the primary document in front of the author before a caption can ship....",
      "source_file": "scripts/cartoon_rail.py",
      "source_location": "L348"
    },
    {
      "id": "scripts_overview_r2_upload",
      "label": "overview_r2_upload.py",
      "_origin": "ast",
      "community": 63,
      "file_type": "code",
      "norm_label": "overview_r2_upload.py",
      "source_file": "scripts/overview_r2_upload.py",
      "source_location": "L1"
    },
    {
      "id": "scripts_overview_r2_upload_py_any",
      "label": "Any",
      "_origin": "ast",
      "community": 63,
      "file_type": "code",
      "norm_label": "any",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "scripts_overview_r2_upload_py_path",
      "label": "Path",
      "_origin": "ast",
      "community": 63,
      "file_type": "code",
      "norm_label": "path",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "scripts_overview_r2_upload_rationale_2",
      "label": "T1 \u2014 PUT branded overview to parrot-media (lock tip only). Public bytes land\u2026",
      "_origin": "ast",
      "community": 63,
      "file_type": "rationale",
      "norm_label": "t1 \u2014 put branded overview to parrot-media (lock tip only). public bytes land...",
      "source_file": "scripts/overview_r2_upload.py",
      "source_location": "L2"
    },
    {
      "id": "scripts_overview_r2_upload_rationale_270",
      "label": "PUT body to parrot-media/{key}. Returns (ok, detail). Never raises for R2\u2026",
      "_origin": "ast",
      "community": 63,
      "file_type": "rationale",
      "norm_label": "put body to parrot-media/{key}. returns (ok, detail). never raises for r2...",
      "source_file": "scripts/overview_r2_upload.py",
      "source_location": "L270"
    },
    {
      "id": "scripts_overview_r2_upload_rationale_361",
      "label": "Upload overview.mp4 (+ optional .mp3). Fail-open dict; never raises for R2.\u2026",
      "_origin": "ast",
      "community": 63,
      "file_type": "rationale",
      "norm_label": "upload overview.mp4 (+ optional .mp3). fail-open dict; never raises for r2....",
      "source_file": "scripts/overview_r2_upload.py",
      "source_location": "L361"
    },
    {
      "id": "scripts_overview_r2_upload_rationale_441",
      "label": "Write scratch/R2 probe named overview.mp4 (NOT for git). Returns path.",
      "_origin": "ast",
      "community": 63,
      "file_type": "rationale",
      "norm_label": "write scratch/r2 probe named overview.mp4 (not for git). returns path.",
      "source_file": "scripts/overview_r2_upload.py",
      "source_location": "L441"
    },
    {
      "id": "scripts_overview_r2_upload_rationale_53",
      "label": "Merge parrot-operator.env (setdefault \u2014 process env wins). Never log values.",
      "_origin": "ast",
      "community": 63,
      "file_type": "rationale",
      "norm_label": "merge parrot-operator.env (setdefault \u2014 process env wins). never log values.",
      "source_file": "scripts/overview_r2_upload.py",
      "source_location": "L53"
    },
    {
      "id": "basemodel",
      "label": "BaseModel",
      "_origin": "ast",
      "community": 64,
      "file_type": "code",
      "norm_label": "basemodel",
      "source_file": "",
      "source_location": ""
    },
    {
      "id": "parrot_nodes_n1_cluster",
      "label": "n1_cluster.py",
      "_origin": "ast",
      "community": 64,
      "file_type": "code",
      "norm_label": "n1_cluster.py",
      "source_file": "parrot/nodes/n1_cluster.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_nodes_n2_score",
      "label": "n2_score.py",
      "_origin": "ast",
      "community": 64,
      "file_type": "code",
      "norm_label": "n2_score.py",
      "source_file": "parrot/nodes/n2_score.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_schemas",
      "label": "schemas.py",
      "_origin": "ast",
      "community": 64,
      "file_type": "code",
      "norm_label": "schemas.py",
      "source_file": "parrot/schemas.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_nodes_n1_cluster_rationale_1",
      "label": "N1 \u2014 cluster + candidates (Haiku). Group the window's articles into event\u2026",
      "_origin": "ast",
      "community": 64,
      "file_type": "rationale",
      "norm_label": "n1 \u2014 cluster + candidates (haiku). group the window's articles into event...",
      "source_file": "parrot/nodes/n1_cluster.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_nodes_n1_cluster_rationale_59",
      "label": "Return up to N_CANDIDATES candidates, ranked by distinct-outlet breadth.",
      "_origin": "ast",
      "community": 64,
      "file_type": "rationale",
      "norm_label": "return up to n_candidates candidates, ranked by distinct-outlet breadth.",
      "source_file": "parrot/nodes/n1_cluster.py",
      "source_location": "L59"
    },
    {
      "id": "parrot_nodes_n2_score_rationale_1",
      "label": "N2 \u2014 contradiction-surface scoring + selection (Haiku). The load-bearing\u2026",
      "_origin": "ast",
      "community": 64,
      "file_type": "rationale",
      "norm_label": "n2 \u2014 contradiction-surface scoring + selection (haiku). the load-bearing...",
      "source_file": "parrot/nodes/n2_score.py",
      "source_location": "L1"
    },
    {
      "id": "parrot_nodes_n2_score_rationale_58",
      "label": "First ~BODY_SNIPPET_CHARS chars of an article body, whitespace-collapsed \u2014\u2026",
      "_origin": "ast",
      "community": 64,
      "file_type": "rationale",
      "norm_label": "first ~body_snippet_chars chars of an article body, whitespace-collapsed \u2014...",
      "source_file": "parrot/nodes/n2_score.py",
      "source_location": "L58"
    },
    {
      "id": "parrot_nodes_n2_score_rationale_69",
      "label": "Attach contradiction_surface_score to each candidate (in place) and return them.",
      "_origin": "ast",
      "community": 64,
      "file_type": "rationale",
      "norm_label": "attach contradiction_surface_score to each candidate (in place) and return them.",
      "source_file": "parrot/nodes/n2_score.py",
      "source_location": "L69"
    },
    {
      "id": "parrot_nodes_n2_score_rationale_96",
      "label": "Pick argmax by contradiction surface. Returns (best, proceed) where proceed is\u2026",
      "_origin": "ast",
      "community": 64,
      "file_type": "rationale",
      "norm_label": "pick argmax by contradiction surface. returns (best, proceed) where proceed is...",
      "source_file": "parrot/nodes/n2_score.py",
      "source_location": "L96"
    },
    {
      "id": "parrot_schemas_rationale_1",
      "label": "Pydantic data contracts for the pipeline (build spec \u00a74). These models are the\u2026",
      "_origin": "ast",
      "community": 64,
      "file_type": "rationale",
      "norm_label": "pydantic data contracts for the pipeline (build spec \u00a74). these models are the...",
      "source_file": "parrot/schemas.py",
      "source_location": "L1"
    },
    {
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      "norm_label": "re-check a frozen corpus against its recorded hash (invariant 5).",
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      "norm_label": "retire a published piece to /archive (kept live, off the homepage), then...",
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      "id": "parrot_orchestrator_rationale_87",
      "label": "K_MIN counts distinct contradiction VECTORS, not pairwise pairs \u2014 three outlets\u2026",
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      "id": "parrot_orchestrator_rationale_93",
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      "file_type": "concept",
      "norm_label": "taxonomy invariant ('contradiction' reserved for hard contradictions)",
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      "id": "operator_frozen_corpus_sources_json",
      "label": "Frozen corpus data/incoming/<slug>.sources.json",
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      "captured_at": null,
      "community": 102,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "frozen corpus data/incoming/<slug>.sources.json",
      "rationale": "Makes the Sources & exhibits appendix and per-source snapshots render; without it the page ships a visible defect banner.",
      "source_file": "OPERATOR.md",
      "source_location": null,
      "source_url": null
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      "id": "operator_research_corpus",
      "label": "Research: build a cross-spectrum corpus via firecrawl",
      "author": null,
      "captured_at": null,
      "community": 102,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "research: build a cross-spectrum corpus via firecrawl",
      "rationale": "5 distinct outlets across the spectrum is the floor; <2 fetchable bodies means not a story -> IMPROVE.",
      "source_file": "OPERATOR.md",
      "source_location": null,
      "source_url": null
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      "id": "operator_sources_exhibits_appendix",
      "label": "Sources & exhibits appendix",
      "author": null,
      "captured_at": null,
      "community": 102,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "sources & exhibits appendix",
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      "source_file": "OPERATOR.md",
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      "source_url": null
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    {
      "id": "operator_sources_md",
      "label": "data/operator/sources.md (outlet list by bucket)",
      "author": null,
      "captured_at": null,
      "community": 102,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "data/operator/sources.md (outlet list by bucket)",
      "rationale": null,
      "source_file": "OPERATOR.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "readme_approve_kill_tools",
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      "captured_at": null,
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      "contributor": null,
      "file_type": "concept",
      "norm_label": "parrot approve / parrot kill (after-the-fact tools for dag output)",
      "rationale": null,
      "source_file": "README.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "readme_no_forcing",
      "label": "Invariant 3: no forcing (Coverage Brief or improvement instead)",
      "author": null,
      "captured_at": null,
      "community": 102,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "invariant 3: no forcing (coverage brief or improvement instead)",
      "rationale": "Publishing a manufactured audit is worse than publishing nothing.",
      "source_file": "README.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "readme_reproducibility",
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      "author": null,
      "captured_at": null,
      "community": 102,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "invariant 4: reproducibility (frozen source corpus per piece)",
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      "source_file": "README.md",
      "source_location": null,
      "source_url": null
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      "id": "unattended_archive_command",
      "label": "parrot archive <slug> (undo a bad post)",
      "author": null,
      "captured_at": null,
      "community": 102,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "parrot archive <slug> (undo a bad post)",
      "rationale": null,
      "source_file": "UNATTENDED.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "unattended_defect_banner",
      "label": "Defect banner when a quote cannot be located in the frozen corpus",
      "author": null,
      "captured_at": null,
      "community": 102,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "defect banner when a quote cannot be located in the frozen corpus",
      "rationale": null,
      "source_file": "UNATTENDED.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "unattended_firecrawl_mcp",
      "label": "firecrawl MCP (search + scrape)",
      "author": null,
      "captured_at": null,
      "community": 102,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "firecrawl mcp (search + scrape)",
      "rationale": "The only hard dependency for authoring in Architecture A.",
      "source_file": "UNATTENDED.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "claude_never_pause_desk_by_hand",
      "label": "Never pause the desk by hand",
      "author": null,
      "captured_at": null,
      "community": 111,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "never pause the desk by hand",
      "rationale": "parrot-operator.timer is OnUnitActiveSec=1h with no Persistent; one forgotten restart leaves the desk dark until the hourly dead-man notices. Wrap deploys in scripts/with_operator_paused.sh which takes the operator flock instead.",
      "source_file": "CLAUDE.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "unattended_dead_man",
      "label": "parrot_deadman.sh hourly self-heal",
      "author": null,
      "captured_at": null,
      "community": 111,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "parrot_deadman.sh hourly self-heal",
      "rationale": null,
      "source_file": "UNATTENDED.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "unattended_parrot_operator_timer",
      "label": "parrot-operator.timer (systemd user timer, OnUnitActiveSec=1h)",
      "author": null,
      "captured_at": null,
      "community": 111,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "parrot-operator.timer (systemd user timer, onunitactivesec=1h)",
      "rationale": null,
      "source_file": "UNATTENDED.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "unattended_timer_left_stopped_failure",
      "label": "Timer stopped for a deploy and never restarted -> desk dark",
      "author": null,
      "captured_at": null,
      "community": 111,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "timer stopped for a deploy and never restarted -> desk dark",
      "rationale": "parrot-operator.timer has no OnCalendar/Persistent; five hand-stops on 2026-08-01 by Mac-side agents patching sitegen. Wrap deploys with with_operator_paused.sh in one ssh call; --stop-timer restores via EXIT trap plus a pre-armed systemd-run re-arm timer.",
      "source_file": "UNATTENDED.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "docs_backend_audit_detail_json",
      "label": "site/audits/<slug>.json (full piece detail)",
      "author": null,
      "captured_at": null,
      "community": 117,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "site/audits/<slug>.json (full piece detail)",
      "rationale": null,
      "source_file": "docs/BACKEND.md",
      "source_location": null,
      "source_url": null
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      "id": "docs_backend_build_corpus_db",
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      "author": null,
      "captured_at": null,
      "community": 117,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "corpus db builder (data/corpus.sqlite + data/corpus.sql dump)",
      "rationale": "Stdlib only, idempotent; dump uses a sentinel for newlines because SQLite max expression depth forbids long concat splices.",
      "source_file": "docs/BACKEND.md",
      "source_location": null,
      "source_url": null
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    {
      "id": "docs_backend_corpus_json",
      "label": "site/corpus.json (piece summaries, as_of, totals)",
      "author": null,
      "captured_at": null,
      "community": 117,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "site/corpus.json (piece summaries, as_of, totals)",
      "rationale": null,
      "source_file": "docs/BACKEND.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "docs_backend_corrections_ledger",
      "label": "Corrections ledger (site/corrections.json)",
      "author": null,
      "captured_at": null,
      "community": 117,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "corrections ledger (site/corrections.json)",
      "rationale": null,
      "source_file": "docs/BACKEND.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "docs_backend_llms_txt",
      "label": "site/llms.txt (generated by sitegen; lists API + MCP)",
      "author": null,
      "captured_at": null,
      "community": 117,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "site/llms.txt (generated by sitegen; lists api + mcp)",
      "rationale": null,
      "source_file": "docs/BACKEND.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "docs_backend_mcp_read_tools",
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      "author": null,
      "captured_at": null,
      "community": 117,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "mcp read tools (search_corpus, get_audit, list_audits, list_corrections, get_chain, verify_piece, framing index, coverage, claim ledger, storyboards, letters, boxscore)",
      "rationale": null,
      "source_file": "docs/BACKEND.md",
      "source_location": null,
      "source_url": null
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    {
      "id": "docs_backend_mcp_server",
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      "author": null,
      "captured_at": null,
      "community": 117,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "mcp server post /api/mcp (hand-rolled json-rpc 2.0)",
      "rationale": null,
      "source_file": "docs/BACKEND.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "docs_backend_mcp_write_tools",
      "label": "MCP write tools (submit_letter, report_error, propose_development)",
      "author": null,
      "captured_at": null,
      "community": 117,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "mcp write tools (submit_letter, report_error, propose_development)",
      "rationale": "Require PARROT_READER_KEY; nothing is published directly and the tool result says so verbatim.",
      "source_file": "docs/BACKEND.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "docs_backend_reader_inbox",
      "label": "D1 reader_inbox + /api/v1/reader-inbox ops pull",
      "author": null,
      "captured_at": null,
      "community": 117,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "d1 reader_inbox + /api/v1/reader-inbox ops pull",
      "rationale": "Created on first write and kept outside corpus.sql's DROP/CREATE so it survives sync_d1; sweep writes files then acks so a crash re-delivers; items get reader-tip standing and the operator's normal gates decide.",
      "source_file": "docs/BACKEND.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "docs_backend_rhetoric_league",
      "label": "Rhetoric league (site/rhetoric.json, outlet-TYPE level)",
      "author": null,
      "captured_at": null,
      "community": 117,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "rhetoric league (site/rhetoric.json, outlet-type level)",
      "rationale": null,
      "source_file": "docs/BACKEND.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "docs_backend_story_chains",
      "label": "Story chains / claim ledger (site/chains.json)",
      "author": null,
      "captured_at": null,
      "community": 117,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "story chains / claim ledger (site/chains.json)",
      "rationale": null,
      "source_file": "docs/BACKEND.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "docs_backend_assigned_cartoon",
      "label": "The Assigned Cartoon data contract (data/cartoons/cartoons.jsonl)",
      "author": null,
      "captured_at": null,
      "community": 12,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "the assigned cartoon data contract (data/cartoons/cartoons.jsonl)",
      "rationale": "Append-only, written only by parrot.cartoon on a cartoon-QC PASS so presence == PASS; latest surfaces hide rows older than 7 days.",
      "source_file": "docs/BACKEND.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "docs_backend_cartoon_qc_ledger",
      "label": "data/cartoons/qc_ledger.jsonl (cartoon QC PASS rows)",
      "author": null,
      "captured_at": null,
      "community": 12,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "data/cartoons/qc_ledger.jsonl (cartoon qc pass rows)",
      "rationale": null,
      "source_file": "docs/BACKEND.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "docs_backend_api_audits",
      "label": "GET /api/v1/audits (+ /<slug>) list and detail",
      "author": null,
      "captured_at": null,
      "community": 123,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "get /api/v1/audits (+ /<slug>) list and detail",
      "rationale": null,
      "source_file": "docs/BACKEND.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "docs_backend_api_corrections_chains_rhetoric",
      "label": "GET /api/v1/corrections, /chains, /rhetoric, /corpus",
      "author": null,
      "captured_at": null,
      "community": 123,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "get /api/v1/corrections, /chains, /rhetoric, /corpus",
      "rationale": null,
      "source_file": "docs/BACKEND.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "docs_backend_api_search",
      "label": "GET /api/v1/search (FTS, snippet, rank order)",
      "author": null,
      "captured_at": null,
      "community": 123,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "get /api/v1/search (fts, snippet, rank order)",
      "rationale": null,
      "source_file": "docs/BACKEND.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "docs_backend_api_v1",
      "label": "HTTP API /api/v1 (Pages Functions, house style, 503 when unbound)",
      "author": null,
      "captured_at": null,
      "community": 123,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "http api /api/v1 (pages functions, house style, 503 when unbound)",
      "rationale": null,
      "source_file": "docs/BACKEND.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "docs_backend_api_verify",
      "label": "GET /api/v1/verify/<slug> (provenance hashes)",
      "author": null,
      "captured_at": null,
      "community": 123,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "get /api/v1/verify/<slug> (provenance hashes)",
      "rationale": "Client re-hashes the live artifact; endpoint serves the ledger value, also answers ?hash= with match true/false.",
      "source_file": "docs/BACKEND.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "docs_backend_d1_schema",
      "label": "D1 schema (meta, pieces, piece_sources, corrections, chains, rhetoric, pieces_fts)",
      "author": null,
      "captured_at": null,
      "community": 123,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "d1 schema (meta, pieces, piece_sources, corrections, chains, rhetoric, pieces_fts)",
      "rationale": "Builder DROP+CREATEs every table each run in one transaction; reader_inbox is deliberately outside that cycle.",
      "source_file": "docs/BACKEND.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "docs_backend_embed_card",
      "label": "Embeddable receipt card /embed/<slug>",
      "author": null,
      "captured_at": null,
      "community": 123,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "embeddable receipt card /embed/<slug>",
      "rationale": "Frozen at build like the corpus; only live elements are the corrections chip and verify badge, failing open; staged pieces get none so the golive gate covers this surface; the only framable path.",
      "source_file": "docs/BACKEND.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "docs_backend_embed_tiers",
      "label": "Embed tiers: free attribution always; white-label never removes receipt link or corrections chip",
      "author": null,
      "captured_at": null,
      "community": 123,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "embed tiers: free attribution always; white-label never removes receipt link or corrections chip",
      "rationale": null,
      "source_file": "docs/BACKEND.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "docs_backend_oembed",
      "label": "GET /api/v1/oembed (type=rich, JSON only)",
      "author": null,
      "captured_at": null,
      "community": 123,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "get /api/v1/oembed (type=rich, json only)",
      "rationale": null,
      "source_file": "docs/BACKEND.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "docs_backend_sources_coverage",
      "label": "Sources coverage: 103/108 detail JSONs carry sources",
      "author": null,
      "captured_at": null,
      "community": 123,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "sources coverage: 103/108 detail jsons carry sources",
      "rationale": "ufc-freedom-250-plot predates URL capture; backfilling would require fabricating URLs and is refused \u2014 permanently unrecoverable.",
      "source_file": "docs/BACKEND.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "functions_api_v1",
      "label": "functions/api/v1/ (Pages Functions)",
      "author": null,
      "captured_at": null,
      "community": 123,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "functions/api/v1/ (pages functions)",
      "rationale": null,
      "source_file": "docs/BACKEND.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "operator_no_fabrication",
      "label": "No fabrication, ever",
      "author": null,
      "captured_at": null,
      "community": 123,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "no fabrication, ever",
      "rationale": null,
      "source_file": "OPERATOR.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "docs_backend_embed_stats",
      "label": "GET /api/v1/embed/stats (KV counters by framing host and day)",
      "author": null,
      "captured_at": null,
      "community": 124,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "get /api/v1/embed/stats (kv counters by framing host and day)",
      "rationale": null,
      "source_file": "docs/BACKEND.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "unattended_hero_images_comfyui",
      "label": "Hero images via DGX Spark ComfyUI :8188 (FLUX)",
      "author": null,
      "captured_at": null,
      "community": 14,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "hero images via dgx spark comfyui :8188 (flux)",
      "rationale": "Optional; if the Spark is down the piece ships without a hero and is backfilled later.",
      "source_file": "UNATTENDED.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "evals_test_telemetry_ledger",
      "label": "evals/test_telemetry_ledger.py",
      "author": null,
      "captured_at": null,
      "community": 16,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "evals/test_telemetry_ledger.py",
      "rationale": null,
      "source_file": "scripts/telemetry/README.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "scripts_telemetry_readme_accesslog_source",
      "label": "Source: accesslog (Nginx combined or Caddy JSON)",
      "author": null,
      "captured_at": null,
      "community": 16,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "source: accesslog (nginx combined or caddy json)",
      "rationale": null,
      "source_file": "scripts/telemetry/README.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "scripts_telemetry_readme_build_telemetry",
      "label": "sitegen build_telemetry renders /telemetry/",
      "author": null,
      "captured_at": null,
      "community": 16,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "sitegen build_telemetry renders /telemetry/",
      "rationale": "Sitegen never computes traffic; missing or corrupt JSON skips the page and the previous deploy's page stays up.",
      "source_file": "scripts/telemetry/README.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "scripts_telemetry_readme_contracts",
      "label": "Telemetry contracts: never round, graceful TELEMETRY-NULL, no PII (hashed ip+ua+daily salt), bot taxonomy superset",
      "author": null,
      "captured_at": null,
      "community": 16,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "telemetry contracts: never round, graceful telemetry-null, no pii (hashed ip+ua+daily salt), bot taxonomy superset",
      "rationale": null,
      "source_file": "scripts/telemetry/README.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "scripts_telemetry_readme_edge_source",
      "label": "Source: edge (Cloudflare zone GraphQL httpRequestsAdaptiveGroups)",
      "author": null,
      "captured_at": null,
      "community": 16,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "source: edge (cloudflare zone graphql httprequestsadaptivegroups)",
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      "source_file": "scripts/telemetry/README.md",
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      "id": "scripts_telemetry_readme_traffic_ledger",
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      "author": null,
      "captured_at": null,
      "community": 16,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "traffic ledger (data/telemetry/traffic-latest.json, snippet, 90-day history)",
      "rationale": "Unrounded, cookieless, schema parrot-telemetry/1.",
      "source_file": "scripts/telemetry/README.md",
      "source_location": null,
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    },
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      "id": "scripts_telemetry_readme_doc",
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      "author": null,
      "captured_at": null,
      "community": 16,
      "contributor": null,
      "file_type": "document",
      "norm_label": "scripts/telemetry/readme.md (edge traffic telemetry ledger)",
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      "id": "tier1_migration",
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      "community": 168,
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      "source_file": "tier1/README.md",
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      "id": "tier1_readme_client_keys",
      "label": "Client keys issued by hand (key printed once, sha256 stored)",
      "author": null,
      "captured_at": null,
      "community": 168,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "client keys issued by hand (key printed once, sha256 stored)",
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      "source_file": "tier1/README.md",
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      "id": "tier1_readme_d1_queue",
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      "author": null,
      "captured_at": null,
      "community": 168,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "d1 queue tier1_jobs / tier1_clients",
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      "source_file": "tier1/README.md",
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      "id": "tier1_readme_jobs_api",
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      "author": null,
      "captured_at": null,
      "community": 168,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "post/get /api/v1/jobs (bearer client key; 202 {id, poll}; ops path via parrot_obs_token)",
      "rationale": null,
      "source_file": "tier1/README.md",
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      "id": "tier1_readme_puller",
      "label": "DGX puller (scripts/tier1_pull.sh on parrot-tier1.timer, 2 min)",
      "author": null,
      "captured_at": null,
      "community": 168,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "dgx puller (scripts/tier1_pull.sh on parrot-tier1.timer, 2 min)",
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      "source_file": "tier1/README.md",
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      "source_url": null
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      "id": "readme_n6_echo",
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      "captured_at": null,
      "community": 28,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "n6 echo chamber (verbatim phrase migration across outlets/dates)",
      "rationale": null,
      "source_file": "README.md",
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    },
    {
      "id": "readme_parrot_memory_db",
      "label": "data/parrot_memory.db (N6 rolling corpus, Spark-hosted)",
      "author": null,
      "captured_at": null,
      "community": 28,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "data/parrot_memory.db (n6 rolling corpus, spark-hosted)",
      "rationale": null,
      "source_file": "README.md",
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      "author": null,
      "captured_at": null,
      "community": 58,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "architecture b retired dag (parrot run n0-n14) is tooling only",
      "rationale": "Live path is not blinded; the DAG remains as plumbing.",
      "source_file": "CLAUDE.md",
      "source_location": null,
      "source_url": null
    },
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      "id": "evals_harness",
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      "contributor": null,
      "file_type": "concept",
      "norm_label": "evals/harness.py",
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      "source_file": "README.md",
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    },
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      "id": "readme_architecture_b_dag",
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      "author": null,
      "captured_at": null,
      "community": 58,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "architecture b: retired contract-first python dag (n0-n14)",
      "rationale": "Code still works and the live site uses its publish/sitegen/curate/snapshot plumbing, but the DAG is not the live authoring path and the live path is not blinded.",
      "source_file": "README.md",
      "source_location": null,
      "source_url": null
    },
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      "id": "readme_ghost_cms",
      "label": "Ghost CMS (GHOST_ADMIN_API_URL/KEY)",
      "author": null,
      "captured_at": null,
      "community": 58,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "ghost cms (ghost_admin_api_url/key)",
      "rationale": null,
      "source_file": "README.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "readme_golden_labels",
      "label": "evals/golden ground-truth labels",
      "author": null,
      "captured_at": null,
      "community": 58,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "evals/golden ground-truth labels",
      "rationale": null,
      "source_file": "README.md",
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      "source_url": null
    },
    {
      "id": "readme_hormuz_corpus",
      "label": "Checked-in real corpus data/news/us_iran_hormuz_2026-06-16",
      "author": null,
      "captured_at": null,
      "community": 58,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "checked-in real corpus data/news/us_iran_hormuz_2026-06-16",
      "rationale": null,
      "source_file": "README.md",
      "source_location": null,
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    },
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      "id": "readme_k_min_check",
      "label": "K_MIN check (minimum verified contradictions before N8)",
      "author": null,
      "captured_at": null,
      "community": 58,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "k_min check (minimum verified contradictions before n8)",
      "rationale": null,
      "source_file": "README.md",
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    },
    {
      "id": "readme_n0_ingest",
      "label": "N0 ingest (fetch_news live search + corpus files + seeds)",
      "author": null,
      "captured_at": null,
      "community": 58,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "n0 ingest (fetch_news live search + corpus files + seeds)",
      "rationale": null,
      "source_file": "README.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "readme_n10_notify",
      "label": "N10 notify (informational, not an approval gate)",
      "author": null,
      "captured_at": null,
      "community": 58,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "n10 notify (informational, not an approval gate)",
      "rationale": null,
      "source_file": "README.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "readme_n11_feedback",
      "label": "N11 feedback loop (approve rotates few-shot; kill down-weights N2)",
      "author": null,
      "captured_at": null,
      "community": 58,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "n11 feedback loop (approve rotates few-shot; kill down-weights n2)",
      "rationale": "The system tunes its taste, not just its clock.",
      "source_file": "README.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "readme_n1_cluster",
      "label": "N1 cluster window into event candidates",
      "author": null,
      "captured_at": null,
      "community": 58,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "n1 cluster window into event candidates",
      "rationale": null,
      "source_file": "README.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "readme_n2_score",
      "label": "N2 contradiction-surface score + argmax select",
      "author": null,
      "captured_at": null,
      "community": 58,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "n2 contradiction-surface score + argmax select",
      "rationale": "Score-then-select inversion: the 0.85-surface Hormuz story beat a 4-outlet deal at 0.10; remove it and the window halts (T_SELECT).",
      "source_file": "README.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "readme_n3_extract",
      "label": "N3 blinded claim extraction",
      "author": null,
      "captured_at": null,
      "community": 58,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "n3 blinded claim extraction",
      "rationale": null,
      "source_file": "README.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "readme_n4_assemble",
      "label": "N4 re-attach outlets + ground spans to offsets + pair by vector",
      "author": null,
      "captured_at": null,
      "community": 58,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "n4 re-attach outlets + ground spans to offsets + pair by vector",
      "rationale": null,
      "source_file": "README.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "readme_n5_semantic",
      "label": "N5 semantic flags (euphemism/geo/state-ambiguity/math)",
      "author": null,
      "captured_at": null,
      "community": 58,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "n5 semantic flags (euphemism/geo/state-ambiguity/math)",
      "rationale": null,
      "source_file": "README.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "readme_n7_verify",
      "label": "N7 adversarial verification",
      "author": null,
      "captured_at": null,
      "community": 58,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "n7 adversarial verification",
      "rationale": null,
      "source_file": "README.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "readme_n8_voice",
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      "author": null,
      "captured_at": null,
      "community": 58,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "n8 house-voice synthesis",
      "rationale": null,
      "source_file": "README.md",
      "source_location": null,
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    },
    {
      "id": "readme_n9_publish",
      "label": "N9 Ghost Admin API draft (JWT) + local-draft fallback",
      "author": null,
      "captured_at": null,
      "community": 58,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "n9 ghost admin api draft (jwt) + local-draft fallback",
      "rationale": null,
      "source_file": "README.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "readme_verifier_before_prose",
      "label": "Invariant 2: verifier-before-prose (N7 before N8)",
      "author": null,
      "captured_at": null,
      "community": 58,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "invariant 2: verifier-before-prose (n7 before n8)",
      "rationale": null,
      "source_file": "README.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "unattended_ceo_twin_agents",
      "label": "CEO (CEO.md) and twin (MIKE.md) agents defer deploys on operator lock",
      "author": null,
      "captured_at": null,
      "community": 60,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "ceo (ceo.md) and twin (mike.md) agents defer deploys on operator lock",
      "rationale": null,
      "source_file": "UNATTENDED.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "unattended_lock_file_existence_trap",
      "label": "Lock-file existence proves nothing \u2014 test the lock",
      "author": null,
      "captured_at": null,
      "community": 60,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "lock-file existence proves nothing \u2014 test the lock",
      "rationale": "flock never deletes the file, so [ -e lock ] is constant true; CEO and twin deferred forever to a cycle that wasn't running (2026-08-01). Use scripts/lock_is_held.sh or parrot.locks; --reap is deliberately manual.",
      "source_file": "UNATTENDED.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "claude_span_grounding_invariant",
      "label": "Span-grounding invariant (two verbatim spans with URLs)",
      "author": null,
      "captured_at": null,
      "community": 65,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "span-grounding invariant (two verbatim spans with urls)",
      "rationale": null,
      "source_file": "CLAUDE.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "operator_audit_vs_coverage_earned",
      "label": "Audit vs coverage is earned (>=2 hard contradictions or COVERAGE BRIEF)",
      "author": null,
      "captured_at": null,
      "community": 65,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "audit vs coverage is earned (>=2 hard contradictions or coverage brief)",
      "rationale": "Evidence by claim type per VOICE \u00a72 A4, not a blanket two-span creed. Never manufacture a contradiction.",
      "source_file": "OPERATOR.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "operator_corpus_adjudication",
      "label": "Corpus adjudication line inside a VECTOR block",
      "author": null,
      "captured_at": null,
      "community": 65,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "corpus adjudication line inside a vector block",
      "rationale": null,
      "source_file": "OPERATOR.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "operator_cycle",
      "label": "Operator cycle (one cycle per invocation)",
      "author": null,
      "captured_at": null,
      "community": 65,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "operator cycle (one cycle per invocation)",
      "rationale": "Claude replaces the retired DAG nodes: research, house-voice writing, adversarial review, publish \u2014 no ANTHROPIC_API_KEY needed; only hero images need the Spark.",
      "source_file": "OPERATOR.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "operator_evenhandedness",
      "label": "Evenhanded: audit the language, not the politics",
      "author": null,
      "captured_at": null,
      "community": 65,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "evenhanded: audit the language, not the politics",
      "rationale": null,
      "source_file": "OPERATOR.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "operator_explore_verifier",
      "label": "Read-only Explore agent as independent span verifier",
      "author": null,
      "captured_at": null,
      "community": 65,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "read-only explore agent as independent span verifier",
      "rationale": null,
      "source_file": "OPERATOR.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "operator_ledger",
      "label": "Ledger (JSON of every live piece)",
      "author": null,
      "captured_at": null,
      "community": 65,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "ledger (json of every live piece)",
      "rationale": null,
      "source_file": "OPERATOR.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "operator_notify",
      "label": "Notify after every cycle (print or PushNotification)",
      "author": null,
      "captured_at": null,
      "community": 65,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "notify after every cycle (print or pushnotification)",
      "rationale": null,
      "source_file": "OPERATOR.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "operator_review_gate",
      "label": "THE REVIEW GATE (adversarial self-review that replaces the human)",
      "author": null,
      "captured_at": null,
      "community": 65,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "the review gate (adversarial self-review that replaces the human)",
      "rationale": "Grounding, earned kind, evenhandedness, novelty, voice; a verifier must never be able to write or publish.",
      "source_file": "OPERATOR.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "operator_search_fts",
      "label": "Operator search (FTS over published spans and prose)",
      "author": null,
      "captured_at": null,
      "community": 65,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "operator search (fts over published spans and prose)",
      "rationale": "Read-only, derived from run folders, auto-rebuilds when stale; beats eyeballing the ledger for novelty checks.",
      "source_file": "OPERATOR.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "operator_span_grounding",
      "label": "Hard invariant: span-grounding (verbatim quotes with real URLs)",
      "author": null,
      "captured_at": null,
      "community": 65,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "hard invariant: span-grounding (verbatim quotes with real urls)",
      "rationale": null,
      "source_file": "OPERATOR.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "operator_standing_orders",
      "label": "Standing orders (always improve, publish without the human, notify, always ship)",
      "author": null,
      "captured_at": null,
      "community": 65,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "standing orders (always improve, publish without the human, notify, always ship)",
      "rationale": null,
      "source_file": "OPERATOR.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "operator_state_md",
      "label": "data/operator/state.md (open threads + backlog)",
      "author": null,
      "captured_at": null,
      "community": 65,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "data/operator/state.md (open threads + backlog)",
      "rationale": null,
      "source_file": "OPERATOR.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "operator_task_selection",
      "label": "Task selection: FOLLOW-UP > NEW > IMPROVE",
      "author": null,
      "captured_at": null,
      "community": 65,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "task selection: follow-up > new > improve",
      "rationale": "Pace pressure is a reason to look harder for a genuine story, never to lower the bar.",
      "source_file": "OPERATOR.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "operator_two_pass_qc",
      "label": "Two-pass QC (QC-JUDGE.md: Pass A evidence/lint before voice/taste)",
      "author": null,
      "captured_at": null,
      "community": 65,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "two-pass qc (qc-judge.md: pass a evidence/lint before voice/taste)",
      "rationale": null,
      "source_file": "OPERATOR.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "operator_vector_block",
      "label": "VECTOR block (hard contradiction; only kind that counts)",
      "author": null,
      "captured_at": null,
      "community": 65,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "vector block (hard contradiction; only kind that counts)",
      "rationale": null,
      "source_file": "OPERATOR.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "readme_blinding",
      "label": "Blinding (SOURCE_1..N codes so extraction never sees outlet identity)",
      "author": null,
      "captured_at": null,
      "community": 65,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "blinding (source_1..n codes so extraction never sees outlet identity)",
      "rationale": "An Architecture-B property only; in the live cycle the operator sees outlets and the discipline is grounding plus the conduct rule that outlet identity must not sway credibility.",
      "source_file": "README.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "readme_span_grounding",
      "label": "Invariant 1: span-grounding (>=2 verbatim spans with URLs)",
      "author": null,
      "captured_at": null,
      "community": 65,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "invariant 1: span-grounding (>=2 verbatim spans with urls)",
      "rationale": null,
      "source_file": "README.md",
      "source_location": null,
      "source_url": null
    },
    {
      "id": "scripts_attic_readme_quarantine",
      "label": "The attic: quarantined unreferenced scripts (2026-08-08)",
      "author": null,
      "captured_at": null,
      "community": 65,
      "contributor": null,
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      "file_type": "concept",
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      "file_type": "concept",
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      "file_type": "concept",
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      "file_type": "concept",
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      "file_type": "concept",
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      "file_type": "document",
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      "contributor": null,
      "file_type": "concept",
      "norm_label": "golive gate (staged pieces excluded from site, embeds, api)",
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      "contributor": null,
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      "contributor": null,
      "file_type": "concept",
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    },
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      "contributor": null,
      "file_type": "concept",
      "norm_label": "follow-up via --supersedes (new url, old piece to /archive)",
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      "contributor": null,
      "file_type": "concept",
      "norm_label": "optional hero image via spark comfyui",
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      "contributor": null,
      "file_type": "concept",
      "norm_label": "operator-pinned homepage hero (data/operator/pinned_lead.json)",
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    },
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      "file_type": "concept",
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      "contributor": null,
      "file_type": "concept",
      "norm_label": "parrot publish (one command: audit.json rebuild, curate, sitegen, deploy)",
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    },
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      "contributor": null,
      "file_type": "concept",
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    },
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      "contributor": null,
      "file_type": "concept",
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      "source_file": "OPERATOR.md",
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    },
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      "community": 89,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "verify live (curl 200 on /audits/<slug>)",
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      "source_file": "OPERATOR.md",
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    },
    {
      "id": "readme_autonomous_publication",
      "label": "Invariant 5: autonomous publication + after-the-fact retraction",
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      "captured_at": null,
      "community": 89,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "invariant 5: autonomous publication + after-the-fact retraction",
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      "source_file": "README.md",
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    },
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      "community": 89,
      "contributor": null,
      "file_type": "concept",
      "norm_label": "data/operator/approved (golive allowlist)",
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    },
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      "contributor": null,
      "file_type": "concept",
      "norm_label": "auto-golive (parrot golive adds to data/operator/approved + deploys)",
      "rationale": "publish deliberately leaves a run excluded from the build until cleared; the gate exists as a record and the operator clears it after its own review.",
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    },
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      "file_type": "concept",
      "norm_label": "homepage hero is human-only (parrot hero + pinned_lead.json)",
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      "file_type": "concept",
      "norm_label": "tier 1 jobs api (/api/v1/jobs, d1 tier1_jobs)",
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      "file_type": "concept",
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      "source_file": "OPERATOR.md",
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      "contributor": null,
      "file_type": "concept",
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    },
    {
      "id": "operator_discrepancy_audit_skill",
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      "_origin": "ast",
      "confidence": "EXTRACTED",
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        "parrot_sitegen"
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      "confidence": "EXTRACTED",
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        "tier1_readme_d1_queue",
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        "tier1_readme_openrouter_judge",
        "tier1_readme_ledger_certification"
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      "confidence": "EXTRACTED",
      "confidence_score": 1.0
    },
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        "operator_write_piece",
        "operator_review_gate",
        "operator_publish_command",
        "unattended_auto_golive",
        "operator_cloudflare_pages_deploy",
        "docs_backend_sync_d1",
        "unattended_bluesky_announcer"
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      "relation": "flow",
      "source_file": "OPERATOR.md",
      "confidence": "INFERRED",
      "confidence_score": 0.85
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}