relate: ab3ffc18 --BUILDS_ON--> 9ea72015
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id: 13e98a58-b81d-49b0-89b9-0f23d3d24657
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type: BUILDS_ON
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from_id: ab3ffc18-1707-42ff-ad7e-bffb16f6fdef
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from_title: "Auto-edge implementation: design analysis findings and fixes"
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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: 0.75
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created: "2026-03-01T04:13:06.123582+00:00"
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updated: "2026-03-01T04:13:06.123582+00:00"
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---
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Fixes to auto-edge design build on the cognitive-memory v3.0 edge infrastructure
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@ -6,13 +6,18 @@ tags: [cognitive-memory, edges, code-review, design-patterns, mcp-server, auto-e
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importance: 0.7
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confidence: 0.8
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created: "2026-03-01T04:12:45.563773+00:00"
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updated: "2026-03-01T04:13:00.120556+00:00"
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updated: "2026-03-01T04:13:06.123582+00:00"
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relations:
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- target: ee85bf89-93f0-48e4-b911-7ddc18a735b5
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type: RELATED_TO
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direction: outgoing
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strength: 0.9
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edge_id: 34ca4c9a-5f16-4e37-b333-5ac7921bdb1a
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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: 0.75
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edge_id: 13e98a58-b81d-49b0-89b9-0f23d3d24657
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---
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# Auto-edge Implementation: Design Analysis Findings and Fixes
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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: "2026-03-01T04:13:04.584719+00:00"
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updated: "2026-03-01T04:13:06.123582+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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@ -48,6 +48,11 @@ relations:
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direction: incoming
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strength: 0.85
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edge_id: bc703713-c85f-478c-be2c-0f0cd35f53c7
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- target: ab3ffc18-1707-42ff-ad7e-bffb16f6fdef
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type: BUILDS_ON
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direction: incoming
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strength: 0.75
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edge_id: 13e98a58-b81d-49b0-89b9-0f23d3d24657
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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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