grant-outreach-engine

christian/grant-outreach-engine

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Author	SHA1	Message	Date
Croissant Le Doux	4f35dcdb8d	feat(profiler): Stage 4 grounded research profiler — cited profiles replace NTEE stubs 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>	2026-07-17 00:08:12 -04:00
Croissant Le Doux	a532f0bebf	feat(scoring): nightly grant-embedding workflow (Stage 2, step 1) embedGrants (cron 04:15, after the ingest crons): open grants with a synopsis and no vector → buildGrantEmbeddingText (pure, tested: title+funder+program areas+synopsis, 8K cap) → gemini-embedding-001 @ 1536 dims RETRIEVAL_DOCUMENT (org profiles will embed as RETRIEVAL_QUERY on the other side) → grants.synopsis_embedding. Chunked embed→store (100/chunk) so failures resume from the last stored chunk; 500/run spend cap. Core: serverListGrantsNeedingEmbedding (open+unembedded, closest deadline first), serverSetGrantEmbeddings. Worker gains @novelpad/outreach-ai dep; wired into main.ts and run-once (incl. the missed run-once deps injection). Live-verified: 199/199 open grants embedded in 16s; semantic probe ('after-school STEM education for youth') ranks NCI Youth Enjoy Science R25 first at 0.639 cosine via the hnsw index. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>	2026-07-16 16:26:41 -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

4f35dcdb8d

feat(profiler): Stage 4 grounded research profiler — cited profiles replace NTEE stubs

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>

2026-07-17 00:08:12 -04:00

Croissant Le Doux

a532f0bebf

feat(scoring): nightly grant-embedding workflow (Stage 2, step 1)

embedGrants (cron 04:15, after the ingest crons): open grants with a
synopsis and no vector → buildGrantEmbeddingText (pure, tested:
title+funder+program areas+synopsis, 8K cap) → gemini-embedding-001 @
1536 dims RETRIEVAL_DOCUMENT (org profiles will embed as
RETRIEVAL_QUERY on the other side) → grants.synopsis_embedding.
Chunked embed→store (100/chunk) so failures resume from the last
stored chunk; 500/run spend cap.

Core: serverListGrantsNeedingEmbedding (open+unembedded, closest
deadline first), serverSetGrantEmbeddings. Worker gains
@novelpad/outreach-ai dep; wired into main.ts and run-once (incl. the
missed run-once deps injection).

Live-verified: 199/199 open grants embedded in 16s; semantic probe
('after-school STEM education for youth') ranks NCI Youth Enjoy
Science R25 first at 0.639 cosine via the hnsw index.

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

2026-07-16 16:26:41 -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

3 Commits