daily sync: 3 added, 4 modified, 0 deleted (3 edges)

graph/configurations/hourly-embedding-refresh-timer-with-if-changed-flag-7a3913.md

@@ -6,13 +6,18 @@ tags: [cognitive-memory, systemd, automation, embedding, configuration]
 importance: 0.7
 confidence: 0.8
 created: "2026-02-19T20:53:09.280113+00:00"
-updated: "2026-03-03T05:07:33.051890+00:00"
+updated: "2026-03-03T05:32:47.987847+00:00"
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+    type: RELATED_TO
+    direction: incoming
+    strength: 0.72
+    edge_id: b5ed8a02-b4db-409b-b67f-8b9d7ff8041b
 ---
 
 Created systemd user timer `cognitive-memory-embed.timer` that runs hourly. Uses `claude-memory embed --if-changed` which compares memory IDs in _index.json vs _embeddings.json — skips in ~0.1s when nothing changed, full re-embed (~27s) only when memories were added or deleted. Removed embed from daily timer (cognitive-memory-daily.service) since hourly covers it. Daily timer now only runs decay, core, and symlinks. Both services need `export PATH="/home/cal/.local/bin:$PATH"` because systemd doesn't load user shell profile and `uv` lives in ~/.local/bin. Files: ~/.config/systemd/user/cognitive-memory-embed.{service,timer}.

graph/edges/pr-review-cognitive-memory7-de--RELATED_TO--cognitive-memory-v30-rich-edge-33a0bb.md

@@ -0,0 +1,13 @@
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+id: 33a0bb8c-c614-48cb-ae31-d7cab47d811c
+type: RELATED_TO
+from_id: 1af571c5-cf7a-4e40-b324-6973b56f2502
+from_title: "PR review: cognitive-memory#7 — decay filter in semantic_recall()"
+to_id: 9ea72015-0b85-4a42-9ae1-144866f8d86f
+to_title: "Cognitive Memory v3.0: Rich Edges + Hybrid Embeddings + MCP Server"
+strength: 0.81
+created: "2026-03-03T05:32:47.939579+00:00"
+updated: "2026-03-03T05:32:47.939579+00:00"
+---
+
+Auto-edge: PR review: cognitive-memory#7 — decay filter in semantic_recall() → Cognitive Memory v3.0: Rich Edges + Hybrid Embeddings + MCP Server

graph/edges/pr-review-cognitive-memory7-de--RELATED_TO--converted-memorygraph-mcp-to-c-1005eb.md

@@ -0,0 +1,13 @@
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+id: 1005eb83-94ae-44dc-987a-4d2763b894e9
+type: RELATED_TO
+from_id: 1af571c5-cf7a-4e40-b324-6973b56f2502
+from_title: "PR review: cognitive-memory#7 — decay filter in semantic_recall()"
+to_id: 8e2d1904-24e0-41df-95f2-2edc4407b9f3
+to_title: "Converted MemoryGraph MCP to Claude Code Skill"
+strength: 0.72
+created: "2026-03-03T05:32:47.965929+00:00"
+updated: "2026-03-03T05:32:47.965929+00:00"
+---
+
+Auto-edge: PR review: cognitive-memory#7 — decay filter in semantic_recall() → Converted MemoryGraph MCP to Claude Code Skill

graph/edges/pr-review-cognitive-memory7-de--RELATED_TO--hourly-embedding-refresh-timer-b5ed8a.md

@@ -0,0 +1,13 @@
+---
+id: b5ed8a02-b4db-409b-b67f-8b9d7ff8041b
+type: RELATED_TO
+from_id: 1af571c5-cf7a-4e40-b324-6973b56f2502
+from_title: "PR review: cognitive-memory#7 — decay filter in semantic_recall()"
+to_id: 7a391397-2276-42bf-bca6-e1bb468029cd
+to_title: "Hourly embedding refresh timer with --if-changed flag"
+strength: 0.72
+created: "2026-03-03T05:32:47.987847+00:00"
+updated: "2026-03-03T05:32:47.987847+00:00"
+---
+
+Auto-edge: PR review: cognitive-memory#7 — decay filter in semantic_recall() → Hourly embedding refresh timer with --if-changed flag

graph/solutions/cognitive-memory-v30-rich-edges-hybrid-embeddings-mcp-server-9ea720.md

@@ -6,7 +6,7 @@ tags: [cognitive-memory, mcp, architecture, upgrade]
 importance: 0.9
 confidence: 0.8
 created: "2026-02-19T20:10:42.128691+00:00"
-updated: "2026-03-03T05:07:33.025752+00:00"
+updated: "2026-03-03T05:32:47.939579+00:00"
 relations:
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     type: BUILDS_ON
@@ -73,6 +73,11 @@ relations:
     direction: incoming
     strength: 0.82
     edge_id: 255bd837-327a-4889-a60b-ea5afaa32a11
+  - target: 1af571c5-cf7a-4e40-b324-6973b56f2502
+    type: RELATED_TO
+    direction: incoming
+    strength: 0.81
+    edge_id: 33a0bb8c-c614-48cb-ae31-d7cab47d811c
 ---
 
 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.

graph/solutions/converted-memorygraph-mcp-to-claude-code-skill-8e2d19.md

@@ -6,7 +6,7 @@ tags: [pai, claude-code, memorygraph, skills, architecture, migration]
 importance: 0.9
 confidence: 0.8
 created: "2025-12-07T06:50:12.011310+00:00"
-updated: "2026-03-03T05:07:33.073381+00:00"
+updated: "2026-03-03T05:32:47.965929+00:00"
 relations:
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     type: RELATED_TO
@@ -48,6 +48,11 @@ relations:
     direction: incoming
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     edge_id: 711859b9-fdf3-4b7d-80ec-9dc7668aea4f
+  - target: 1af571c5-cf7a-4e40-b324-6973b56f2502
+    type: RELATED_TO
+    direction: incoming
+    strength: 0.72
+    edge_id: 1005eb83-94ae-44dc-987a-4d2763b894e9
 ---
 
 Converted MemoryGraph from MCP server to Claude Code skill to reduce token cost. MCP tools were always in context (~45 tools eating tokens every turn). Skill loads on-demand only when triggered.

graph/workflows/pr-review-cognitive-memory7-decay-filter-in-semantic-recall-1af571.md

@@ -6,7 +6,23 @@ tags: [pr-reviewer, cognitive-memory, python, decay, embeddings, semantic-recall
 importance: 0.4
 confidence: 0.8
 created: "2026-03-03T05:32:47.623228+00:00"
-updated: "2026-03-03T05:32:47.623228+00:00"
+updated: "2026-03-03T05:32:47.987847+00:00"
+relations:
+  - target: 9ea72015-0b85-4a42-9ae1-144866f8d86f
+    type: RELATED_TO
+    direction: outgoing
+    strength: 0.81
+    edge_id: 33a0bb8c-c614-48cb-ae31-d7cab47d811c
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+    type: RELATED_TO
+    direction: outgoing
+    strength: 0.72
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+  - target: 7a391397-2276-42bf-bca6-e1bb468029cd
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 ---
 
 Reviewed PR #7 in cal/cognitive-memory: "fix: filter archived/dormant memories from semantic_recall() (#3)".