relate: 8023fae6 --BUILDS_ON--> 9ea72015
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---
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id: 454fe3a6-e243-4cc0-bb9a-f12426f8deb3
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type: BUILDS_ON
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from_id: 8023fae6-eec1-4c93-bac8-1bd85dd61bae
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from_title: "Test auto-edge followup"
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to_id: 9ea72015-0b85-4a42-9ae1-144866f8d86f
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to_title: "Cognitive Memory v3.0: Rich Edges + Hybrid Embeddings + MCP Server"
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strength: 0.76
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created: "2026-03-01T04:10:46.037508+00:00"
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updated: "2026-03-01T04:10:46.037508+00:00"
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---
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Auto-edge: Test auto-edge followup → Cognitive Memory v3.0: Rich Edges + Hybrid Embeddings + MCP Server
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@ -6,7 +6,13 @@ tags: [test, auto-edge]
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importance: 0.1
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confidence: 0.8
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created: "2026-03-01T04:10:45.439178+00:00"
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updated: "2026-03-01T04:10:45.439178+00:00"
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updated: "2026-03-01T04:10:46.037508+00:00"
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relations:
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- target: 9ea72015-0b85-4a42-9ae1-144866f8d86f
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type: BUILDS_ON
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direction: outgoing
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strength: 0.76
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edge_id: 454fe3a6-e243-4cc0-bb9a-f12426f8deb3
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---
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Verify fixes #3 #7 #9 work correctly.
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@ -6,7 +6,7 @@ tags: [cognitive-memory, mcp, architecture, upgrade]
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importance: 0.9
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confidence: 0.8
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created: "2026-02-19T20:10:42.128691+00:00"
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updated: "2026-03-01T04:06:13.209575+00:00"
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updated: "2026-03-01T04:10:46.037508+00:00"
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relations:
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- target: dc6b6c6f-1319-47cf-a691-dd40751ff121
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type: BUILDS_ON
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@ -38,6 +38,11 @@ relations:
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direction: incoming
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strength: 0.8
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edge_id: 2f7fc7c4-66b6-44d1-be62-2ba56af9b687
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- target: 8023fae6-eec1-4c93-bac8-1bd85dd61bae
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type: BUILDS_ON
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direction: incoming
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strength: 0.76
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edge_id: 454fe3a6-e243-4cc0-bb9a-f12426f8deb3
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---
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Major upgrade to cognitive-memory skill. Phase 1: Rich edges as first-class markdown files in graph/edges/ with bidirectional frontmatter refs (edge_id field). relate() returns edge_id string instead of bool. Cascade deletion on memory delete. CLI: edge-get, edge-search, edge-update, edge-delete. Phase 2: Hybrid embedding providers (Ollama local + OpenAI optional) with automatic fallback chain. _config.json stores provider settings (gitignored). Dimension mismatch safety triggers re-embedding on provider switch. Phase 3: MCP server (mcp_server.py) with 18 tools via JSON-RPC 2.0 stdio protocol. Registered in ~/.claude.json. Phase 4: Updated SKILL.md, SCHEMA.md, feature.json to v3.0.0. Index version bumped from 1 to 2 (adds edges section). All stdlib-only, no external dependencies.
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