Croissant Le Doux d8ca133e95 feat(review): match detail view — evidence for fit at review time
/matches/:matchId shows the org (location, NTEE + description, revenue,
profile mission w/ stub warning, ProPublica + web-search links), the
grant (award band, deadline, eligibility, source link), the full
subscore breakdown with embedding similarity + ignored-gate flags, the
grant synopsis, and — for 990-PF matches — the funder's actual giving
history table (recipient, city, amount, year, purpose; in-state first),
which is the concrete evidence behind the precedent score. Approve/
reject on the detail page redirects back to the queue; queue org names
link through.

Core: serverGetMatchDetail (match+org+grant join, profile, up to 40
funder-grant rows in-state-first).

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-16 21:32:28 -04:00

HelmDocs Grant-Match Outreach Engine

Automated pipeline that matches open grants to NH nonprofits, then runs a personalized email drip whose success metric is a booked demo call. The grant match is the lead magnet — match accuracy is the prime engineering directive.

Architecture doc: docs/plan.md. Build plan and phase status: ~/.claude/plans/helmdocs-outreach.md.

Relationship to novelpad-desktop

This repo deliberately mirrors the novelpad-desktop stack so a future merge is a directory move, not a rewrite:

  • Yarn 4.5.0 + Turbo monorepo, Node 22.16 (volta), TypeScript ^5.9.3
  • Postgres + pgvector + Drizzle (0.44.6, pinned via resolutions), actions/queries pattern
  • DBOS for durable jobs/cron (worker-app pattern)
  • @google/genai on Vertex; embeddings gemini-embedding-001 @ 1536 dims (identical to HelmDocs RAG — never mix embedding models)
  • React Router v7 for the review UI

Merge rules: all packages stay in the @novelpad/ scope with names that never collide with novelpad-desktop workspaces (outreach-*). Files copied from novelpad-desktop carry a provenance header (source path @ commit) — diff against origin at merge time. No live code sharing; drift is fixed at merge, by design.

Boundary: separate repo and separate Postgres on purpose — outreach tooling and sourced contact data stay outside the compliance-scoped product repo/DB.

Workspaces

Workspace Purpose
packages/config Shared tsconfig/tailwind base (copied from novelpad-desktop)
packages/outreach-core Drizzle schema (grants, orgs, profiles, contacts, matches, pipeline_events), actions/queries, hard gates
packages/outreach-ai Gemini client, embeddings, org-profiler + mission-fit-judge agents
apps/outreach-worker DBOS executor: ingestion crons, expiry sweep, scoring runs, Apollo sync
apps/outreach-review Human review queue (RR7). No auth by design — run behind IAP/localhost

Development

yarn install
yarn build
yarn typecheck
yarn test

Migrations: yarn create:migration <name> inside packages/outreach-core (server-only — no client DB in this repo).

Local infrastructure

docker-compose.yml mirrors novelpad-desktop's compose conventions (pgvector image, healthcheck-gated startup), trimmed to this repo: Postgres 16 + pgvector on host port 54341 (novelpad's stacks use 54321/54331 — all three run side by side), plus worker and review services built from the root multi-stage Dockerfile (same image, different command — the novelpad website/auth pattern).

docker compose up -d postgres     # just the database
DATABASE_URL=postgresql://postgres:password@localhost:54341/helmdocs_outreach \
  yarn workspace @novelpad/outreach-core migrate
docker compose up -d              # full stack (worker + review UI on :3100)

Migrations always run from the host — drizzle-kit is a devDependency and deliberately absent from the production image. The DBOS system schema initializes itself into the same database on worker boot (the dbos schema; ignore the misleading *_dbos_sys URL in DBOS's boot log — the shared pool override wins).

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