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refactor: rename preferences/curator to imprints/collector#3

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DannyMor wants to merge 9 commits intomainfrom
refactor/rename-to-imprints
Open

refactor: rename preferences/curator to imprints/collector#3
DannyMor wants to merge 9 commits intomainfrom
refactor/rename-to-imprints

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Summary

  • Rename all terminology: Preference → Imprint, CurationAgent → ImprintCollector, PreferenceStore → ImprintStore
  • Rename curator/ module → collector/, preferences.py routes → imprints.py
  • Update all MCP tool names (add_preference → add_imprint, etc.)
  • Update API endpoints from /api/preferences to /api/imprints
  • Update UI, README, pyproject.toml, CLI, setup text
  • Qdrant collection name engram_preferences intentionally preserved
  • All 67 tests pass

Test plan

  • All unit tests pass
  • Verify UI loads with Imprints terminology
  • Verify MCP tools work with new names

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