Files
grant-outreach-engine/packages/outreach-core
Croissant Le Doux 0ee478ec3d feat(scoring): match-generation workflow — scoring engine v1 (Stage 2, step 2)
matchGrants (nightly 05:15): per candidate org (NH + good standing +
primary ICP) ensure a v0 NTEE-derived profile embedding (RETRIEVAL_QUERY,
confidence 0.2 stub the Stage 4 profiler upgrades in place), retrieve
top-50 open grants by pgvector cosine with SQL-enforced cheap gates
(deadline >=21d, ceiling >=10K), run entity/geography gates in TS,
score deterministically, upsert pair-keyed matches, reassign hero.

Scoring: pure scoreMatch (mission fit 30 / capacity 15 / competition 15
/ effort 10 / runway 5; precedent's 25 reserved until the 990-PF index;
easy win >= 50/75). Eligibility gate now pattern-matches Grants.gov
applicantTypes prose, conservatively (ambiguous entries do not admit).
application_form_supported ignored for pass/fail per the manual-first
decision, still recorded in rationale.

Schema: unique (org_id, grant_id) on matches; unique org_id on
org_profiles (latest-profile semantics). Review queue query now ordered
hero > easy-win > score and capped at 100.

Live run: 64 orgs -> 3,200 matches in 28s, 0 easy wins / max 39 — the
honest result of an NIH-heavy 200-grant corpus vs NH service nonprofits;
engine mechanics verified, corpus breadth is the next lever.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-16 16:55:10 -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