feat(scoring): v4 — peer precedent, mission-fit floor, LLM match judge
Fixes the federal mismatch class (boys' camp × NIH research center): - Peer precedent: federalPrecedent paginates USASpending (≤500 awards/ program) and name-matches every recipient against primary-ICP NH registry orgs (shared normalizeOrgNameForMatching, also used by the self-match gate). The 25-pt precedent tiers now key off program_state_peer_award_count — Dartmouth renewals and SBIR LLCs no longer grant precedent to community nonprofits. Raw count + peer- annotated award list stay as review evidence (peer badges, peers-first). - Mission-fit floor (12/30, grants_gov only): below it a match is stored with fit_viable=false and hidden from the pending queue, hero selection, and easy-win. Foundation-synthesized grants exempt (generic synopses). - Mission-fit judge live (judgeMatches, 06:15, 200/night best-first): JUDGE_MODEL reads the synopsis against the org profile with an explicit ignore-eligibility-breadth instruction; graded verdict with required citations; deterministic verdict→points map (27/18/8/0) sets missionFit, total, easy-win, and viability. Verdicts survive nightly re-scores via an upsert splice and re-enter the judge queue when the org profile is re-researched (org_profiles.updated_at). First sweep: 81/149 programs have NH history, only 6 have peer history; queue-head judging zeroes the research-mechanism garbage (mismatch) while surfacing genuine strong fits. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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packages/outreach-core/drizzle/server/meta/1784295305_snapshot.json
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@@ -36,6 +36,20 @@
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"when": 1784257140142,
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"tag": "1784257140_federal-precedent",
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"breakpoints": true
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},
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{
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"idx": 5,
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"version": "7",
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"when": 1784295305749,
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"tag": "1784295305_match-judge-and-peer-precedent",
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"breakpoints": true
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},
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{
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"idx": 6,
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"version": "7",
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"when": 1784295739948,
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"tag": "1784295739_org-profile-updated-at",
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"breakpoints": true
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}
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]
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}
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