feat(memory): hybrid retrieval — navigation index.md + RAG hardening

Expose a navigation layer to the agent and harden RAG, after analyzing the
OKF note and testing on the real KB.

- memory_search.search(): dedupe best-chunk-per-file (a relevant note can no
  longer be buried by another file's chunks) + keyword fallback tagged
  degraded:True when Ollama is unreachable (no more hard crash).
- update_notes_index.py: emit per-folder index.md + root router; prune empty
  folders; fix latent subcategory->project bug.
- Exclude generated index.md from RAG rglob (reindex/incremental) + indexer
  scans + heartbeat freshness check (prevents self-pollution / reindex thrash).
- CLAUDE.md: reframe memory as hybrid (navigation first, RAG for fuzzy recall).
- Delete stale orphan kb/youtube/index.json; correct the OKF source note.
- Tests: dedup, keyword fallback, index.md exclusion. Plan + review in docs/.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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# Index — reflectii/
> 3 note. Citește acest index întâi; deschide doar fișierele relevante.
- **[Audit: Unde prioritizez relațiile peste bani?](2026-02-01_audit-relatii-bani.md)** `@growth #bani #relatii`
*Citește când ai chef de introspecție. Nu e urgent.*
- **[Exercițiu: Dizolvarea vinei](2026-02-01_dizolvare-vina.md)** `@growth #vina`
*Exercițiu puternic. Fă-l când ai timp și spațiu mental.*
- **[Pattern: "Nu merit"](2026-02-01_pattern-nu-merit.md)** `@growth #credinte #merit`
*Exercițiu de Monica Ion. Citește când ești pregătit.*