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feat(mcp): Phase 5 — write-time near-duplicate gate (update-over-create)
#755 Phase 5. create_note / create_task now BLOCK a near-duplicate instead of
silently inserting: they return {"duplicate": true, "existing_id", message}
pointing at the record to UPDATE. Fights store bloat and stale competing copies
that semantic search (RAG) would otherwise resurface for reconciliation. A
force=true override creates anyway for genuinely-distinct records.

- services/dedup.py: find_duplicate_note — two signals, scoped to owner + same
  project + same kind: (1) normalized-title exact match (cheap, always); (2)
  semantic cosine ≥ 0.90 but ONLY when body ≥ 200 chars (short/title-only
  embeddings false-positive — the pre-pivot lesson). Project-less (orphan)
  records compare only to other orphans on BOTH signals (orphan_only on the
  semantic call) — they're not matched across every project.
- Gate wired into the MCP create_note/create_task tools (the LLM write path)
  with force override; _INSTRUCTIONS documents the duplicate response + force.
- Opt-in by design: the service helper is only called from the interactive
  create tools. Internal/programmatic creates (recurrence spawn, imports) go
  straight through services.create_note and are NOT gated — a recurring task
  spawning its next same-titled instance must not be blocked.
- Scope v1: MCP tools only. REST/web (human CRUD, needs a UI affordance) and
  create_rule (not a RAG surface; _INSTRUCTIONS already steer it) are follow-ups.
- tests: dedup service (title/semantic/body-gate/type-filter) + tool gate
  (blocks, force bypasses) for notes and tasks.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-14 13:21:35 -04:00
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