.convoys/scan-visual-catalog-search.md

@@ -14,7 +14,7 @@ skip:
   - a11y
   - design
   - flag
-status: in-progress
+status: shipped
 created: 2026-08-14
 depends_on:
   - improve-scan-card-detection
@@ -113,7 +113,27 @@ unknown-card fallback.
 - [x] Brief 3 — identify kNN route + client escalate order
 - [ ] Threshold bake-off on real crops
 - [ ] Re-measure auto-match % excluding `not_a_card`
-- [ ] Operator: `npm run backfill-embeddings` on prod/staging after migrate
+- [ ] Operator: `AI_GATEWAY_API_KEY` + `npm run backfill-embeddings` on Neon (migrate applied 2026-08-15)
+
+## Post-ship (2026-08-15)
+
+**CI fixes:** PR #162 — `lib/card-embed.js` allowlist + pgvector migration
+graceful skip on non-superuser homelab CI.
+
+**Neon operator:** `1782000000001_add-card-embeddings` applied manually
+(pgvector + columns + index + pgmigrations row). Full backfill pending
+`AI_GATEWAY_API_KEY` in operator env.
+
+**scan_attempts snapshot** (90d, n=250, pre-backfill / no L0 traffic yet):
+
+| Signal | Value | Baseline |
+| --- | --- | --- |
+| L1 escalate | 78.4% (87/111) | 76.7% |
+| L1 matched | 5.4% (6/111) | 5.8% |
+| L2 not_a_card | 43.9% (61/139) | 44.6% |
+| End-to-end auto-match | 10.0% (25/250) | 10.3% |
+
+Re-measure after backfill + preview scanning for L0 `layer=0` rows.
 
 ## Likely file ownership
 

.convoys/scanner-identify-upgrade.md

@@ -169,10 +169,11 @@ on all three (no new routes or visual language).
 - [x] Pull `scan_attempts` baseline (2026-08-14)
 - [x] Open worktree `scanner-identify-upgrade` from `main`
 - [x] Seed sub-convoys #1–#3
-- [ ] Architect: pick up `tighten-scan-identify-hot-path` first
+- [x] Architect: pick up `tighten-scan-identify-hot-path` first
-- [ ] Re-measure `scan_attempts` after #1 ships
+- [ ] Re-measure `scan_attempts` after all phases ship (post-backfill)
-- [ ] Architect: `improve-scan-card-detection` (or parallel if files stay disjoint)
+- [x] Architect: `improve-scan-card-detection`
-- [ ] Architect: `scan-visual-catalog-search` after warped crops exist
+- [x] Architect: `scan-visual-catalog-search` after warped crops exist
+- [ ] Operator: merge #162 CI fix, `npm run migrate up`, `npm run backfill-embeddings`
 
 ## Worktree