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Issue #491 — even with the worker→kernel wiring restored (Bug 1/4b), `mineExperiences` mined 0 for every domain on installs with hundreds of indexed experiences. Two stacked bugs in the learning read path: Bug 2 — namespace mismatch (the keystone) ========================================= LearningCoordinator writes every experience with `namespace: 'learning-optimization'`, but the MemoryBackend interface only let writers specify a namespace; reads had no such option. HybridBackend.get/search/has/delete therefore hard-coded `defaultNamespace='default'`. The coordinator could not read back its own data — `learning:experience:index:domain:<d>:*` returned 0 keys even when the DB held 81+ matching rows in the `learning-optimization` namespace. Fix: - Add `RetrieveOptions { namespace? }` to kernel/interfaces.ts (symmetric with the existing `StoreOptions.namespace`). - Extend MemoryBackend.get/has/delete/search to accept the option (backward-compatible — undefined still routes to defaultNamespace). - HybridBackend honors the option in all four methods. - InMemoryBackend likewise; its `search` now also scopes the scan by namespace prefix when one is supplied, so unit-test fakes behave the same as the production hybrid backend. - All 15 read sites in LearningCoordinator pass `LEARNING_NS = { namespace: 'learning-optimization' }`, matching the writes that already specified it. One pre-existing unit test (memory-backend.test.ts) was calling `backend.get(key, 'test-ns')` against the undocumented positional namespace param InMemoryBackend used to accept. Migrated it to the options form — the positional shape was never part of the MemoryBackend interface. Bug 3 — Date vs ISO-string in time-window filter ================================================ `recordExperience` stores `timestamp: new Date()`. JSON.stringify serializes it to an ISO string and JSON.parse does not rehydrate. `TimeRange.contains` does `date >= start`; in `string >= Date`, the string coerces to NaN and every comparison is false — so even with Bug 2 fixed, the window filter would still silently drop every row. Fix: in `getExperiencesByDomainAndTime`, coerce `experience.timestamp` to a real `Date` at the kv-read boundary before calling `timeRange.contains`. Downstream callers receive a hydrated Experience with a proper Date. We deliberately fix this at the boundary rather than making `TimeRange.contains` tolerant of strings — the bug is "kv round-trip drops the Date type", not "the value object is wrong", and a tolerant comparator would mask future type drift everywhere else. Round-trip integration test: tests/integration/learning/coordinator-roundtrip.test.ts pins three assertions: 1. recordExperience → mineExperiences finds the experience back (this returned 0 before either fix). 2. The mined experience's timestamp is a real Date instance, not a string (proves Bug 3 fix is at the boundary). 3. A time window deliberately in the past still excludes recent writes (proves we didn't fix Bug 3 by making the filter a no-op). Verified red→green: with Bugs 2+3 reverted (interface kept), tests 1 and 2 fail with `experienceCount=0` and `rows.length=0` — exactly the symptoms from the issue. With both fixes in place, 3/3 pass in ~30ms. 466/466 kernel unit tests and 335/335 adjacent suites stay green; the only test that needed migration is documented above. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>