4f35dcdb8d
profileOrgs (nightly 05:45, 25/run, easy-win orgs best-first per the plan's coarse-match-gates-profiling rule): two-pass Gemini flash — Google Search-grounded research (groundingMetadata = citation universe) then JSON-schema extraction citing only from it. Overwrites the stub profile (mission/programs/geography/funders/staff/news/sources/ confidence); re-embeds mission fit from researched text unless identity unconfirmed or confidence <0.5 (then the NTEE embedding stays — unverified research must not steer scoring). Detail page renders researched programs w/ source links, funders, staff. Fixes: org_profiles.confidence is float4 — 0.2 stores as 0.20000000298 so 'confidence <= 0.2' excluded every stub (epsilon comparison); RR7 loader serialization turns unknown into never (hoisted casts). Live: 55 orgs profiled (41 research-grade, 2 low-confidence, 0 failed). Scoring effect verified both directions: Annie's Angels x NIH mammalian models fit 19->12; Seacoast Pathways x Foundation for Seacoast Health fit 25/30 — and the researched knownFunders independently names that funder. 161 tests green. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
@novelpad/outreach-review
Human review queue for (org, grant) matches produced by the scoring pipeline in packages/outreach-core. A reviewer sees each pending match — organization, hero grant, total score, easy-win flag — and approves or rejects it. Approved matches are picked up downstream and synced into Apollo sequences.
Auth
There is no authentication in this app, by design. It is a tiny internal tool intended to run behind:
- Google IAP (Identity-Aware Proxy) in any hosted environment, or
localhostonly, for local development
Do not add better-auth (or any other auth library) to this workspace. If this app ever needs to leave an IAP-fronted network, that's a deliberate follow-up decision, not something to bolt on ad hoc here.
Development
yarn dev # react-router dev
yarn build # react-router build
yarn start # serve the production build
yarn typecheck # react-router typegen && tsc --noEmit
Requires DATABASE_URL pointing at the outreach Postgres instance (see packages/outreach-core). Optional: PG_POOL_MAX, PG_CONNECTION_TIMEOUT_MS.
Data contract
This app is a thin consumer of @novelpad/outreach-core. It assumes the following exports (server-side query/action functions live under the ./server subpath, matching the packages/core convention in novelpad-desktop):
// @novelpad/outreach-core
export const schema: /* drizzle schema */;
export type NpOutreachDatabase = /* PgDatabase<..., typeof schema> */;
export interface PendingReviewMatch {
id: string;
orgName: string;
heroGrantTitle: string;
totalScore: number;
isEasyWin: boolean;
}
export type MatchReviewDecision = 'approved' | 'rejected';
// @novelpad/outreach-core/server
export function serverListPendingReviewMatches(
db: NpOutreachDatabase,
): Promise<PendingReviewMatch[]>;
export function serverSetMatchReview(
db: NpOutreachDatabase,
matchId: string,
decision: MatchReviewDecision,
): Promise<void>;
If packages/outreach-core's matches domain (src/matches/queries, src/matches/actions) lands with different names or a different PendingReviewMatch shape, update app/db.server.ts and app/routes/_index.tsx to match rather than reshaping data client-side.