grant-outreach-engine

christian/grant-outreach-engine

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Author	SHA1	Message	Date
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
Croissant Le Doux	14200edb60	feat: scaffold outreach engine monorepo on the novelpad-desktop stack Workspaces: config (copied), outreach-core (schema + actions/queries + hard gates), outreach-ai (Gemini client + embeddings copies, profiler and mission-fit-judge agent stubs), outreach-worker (DBOS executor with nightly ingest + hourly expiry workflows), outreach-review (RR7 review queue v0). Initial drizzle migration incl. pgvector extension. Stack contract: Yarn 4.5.0 + Turbo, Node 22.16, Drizzle 0.44.6 + pgvector, DBOS 4.17.6, @google/genai on Vertex, gemini-embedding-001 @1536, React Router v7. Files copied from novelpad-desktop carry provenance headers @ 62c56b87. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>	2026-07-16 11:08:24 -04:00

Author

SHA1

Message

Date

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

Croissant Le Doux

14200edb60

feat: scaffold outreach engine monorepo on the novelpad-desktop stack

Workspaces: config (copied), outreach-core (schema + actions/queries +
hard gates), outreach-ai (Gemini client + embeddings copies, profiler and
mission-fit-judge agent stubs), outreach-worker (DBOS executor with
nightly ingest + hourly expiry workflows), outreach-review (RR7 review
queue v0). Initial drizzle migration incl. pgvector extension.

Stack contract: Yarn 4.5.0 + Turbo, Node 22.16, Drizzle 0.44.6 +
pgvector, DBOS 4.17.6, @google/genai on Vertex, gemini-embedding-001
@1536, React Router v7. Files copied from novelpad-desktop carry
provenance headers @ 62c56b87.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

2026-07-16 11:08:24 -04:00

2 Commits