Files
Croissant Le Doux cbc4512ffa 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>
2026-07-17 10:52:50 -04:00
..

@novelpad/outreach-core

Domain/data package for the HelmDocs grant-match outreach engine: the Drizzle schema for grants, orgs, org profiles, contacts, matches, and pipeline events, plus the actions/queries that read and write them.

Modeled on packages/core in novelpad-desktop, following the same action/query pattern: every read lives in a domain's queries/, every write in its actions/, both barrel-exported, and route handlers/workflows/hooks never touch db.select()/db.insert() directly.

Domains

  • grants/ — open grant opportunities (Grants.gov, NH state, 990-PF, PND RSS, Candid). Ingestion upserts on sourceUrl; an hourly sweep expires anything past its close date.
  • orgs/ — NH nonprofits, plus org_profiles (LLM/agent-researched enrichment: mission, programs, known funders, budget band, citation sources).
  • matches/ — a scored (org, grant) pair. hard-gates.ts is the deterministic, DB-free pass/fail predicate (entity eligibility, geography, ≥21-day runway, ≥$10k ceiling, application-form support) that runs before the weighted LLM subscoring pass — see its module doc for why it's kept pure.
  • pipeline/ — outreach lifecycle events (enrolledsentopened/replied/... → demo_bookedconverted), synced from Apollo and recorded internally.

Deliberate deviations from @novelpad/core

This package is server-only — there is no client app, so several things @novelpad/core does for its PGlite/OPFS client don't apply here:

  • No PGlite, no client schema, no sync. There's exactly one database handle type (NpOutreachDatabase/NpOutreachTransaction in src/db/db.ts), not the client/server pair (NpClientDatabase vs NpDatabase) @novelpad/core needs to support both a local and a remote copy of the same data.
  • No novelpad_core_dev export condition. @novelpad/core's package.json uses a custom novelpad_core_dev condition so dev builds resolve straight to src/*.ts without a build step. This package's exports map only has plain types/default conditions — run yarn build (or yarn dev for a watch build) before consuming it from a sibling workspace in dev.
  • No build:migration-files bundling step. @novelpad/core's create:migration also runs a script that bundles generated SQL into a TS module the client can import for its OPFS-based local migrator. There is no local migrator here, so bin/create-migration only runs drizzle-kit generate against the single server config.
  • Root index.ts is intentionally small. It exports only the schema, DB types, and the pure hard-gates predicate — not domain client barrels, since every domain here is server-only. Everything else lives behind index.server.ts / the ./server export condition.

Scripts

yarn build            # tsc
yarn dev              # tsc --watch
yarn typecheck        # tsc --noEmit
yarn test             # vitest run
yarn create:migration <name>   # drizzle-kit generate against drizzle.config.ts
yarn migrate           # drizzle-kit migrate
yarn studio             # drizzle-kit studio