feat: explicit associations on remember and create_handoff tool#313
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CalebisGross merged 3 commits intomainfrom Mar 21, 2026
Merged
feat: explicit associations on remember and create_handoff tool#313CalebisGross merged 3 commits intomainfrom
CalebisGross merged 3 commits intomainfrom
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- remember tool now accepts associate_with param to create explicit associations at write time. Targets are stored in raw metadata and created by the encoding agent alongside auto-discovered associations (strength 0.9, user-specified relation type). - New create_handoff MCP tool (22nd tool) stores structured session handoff notes with fields: completed, pending, to_test, known_issues, next_session_hint. Stored as type "handoff" with 0.95 salience. - Both encoding paths (LLM and fallback) handle explicit associations. - Updated CLAUDE.md tool count and table. Closes #308 Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Merge main into feat/associations-and-handoff to incorporate: - dismiss_pattern tool from #306 - bulk forget + exclude_concepts from #307 Resolved conflicts in tools.go, server.go, server_test.go, CLAUDE.md. Tool count now 23 (21 original + dismiss_pattern + create_handoff). Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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Summary
associate_withon remember: New optional param accepts an array of{memory_id, relation}objects. Explicit associations are stored in raw metadata and created by the encoding agent (both LLM and fallback paths) with strength 0.9 alongside auto-discovered associations.create_handofftool: New MCP tool (Fix memory pipeline quality: ranking, LLM gating, decay, noise suppression #22) for structured session handoff notes. Fields:completed,pending,to_test,known_issues,next_session_hint. Stored as type"handoff"with 0.95 salience, surfaced byrecall_project.Test plan
make build && make checkcleango test ./...greenCloses #308
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