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claude-memory/graph/general/notediscovery-skill-creation-mcp-to-skill-migration-991e11.md
Cal Corum b140d4d82a migrate: 313 memories from MemoryGraph 
- 313 new markdown files created
- 30 relationships embedded
- 313 entries indexed
- State initialized with usage data
2026-02-13 11:11:48 -06:00

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id type title tags importance confidence created updated relations
991e1162-d73c-4b6c-a27f-77aa0f9b9a68 general NoteDiscovery Skill Creation - MCP to Skill Migration
pai
claude-code
skills
notediscovery
architecture
migration
0.7 0.8 2025-12-06T16:25:58.700151+00:00 2025-12-06T16:25:58.700190+00:00
target type direction strength context
d0d1a325-a308-474a-baf7-6939a76a136b RELATED_TO outgoing 0.5 Both part of PAI infrastructure improvements - NoteDiscovery skill migration and MemoryGraph setup happened in same session as part of context management strategy

Converted NoteDiscovery from MCP to Skill for more dynamic CRUD operations. MCP required restart for changes and had static tool definitions. Skill approach provides: natural language routing, on-demand context loading, composable operations, immediate extensibility via SKILL.md edits. Created ~/.claude/skills/notediscovery/ with SKILL.md (triggers, workflows, folder conventions) and client.py (HTTP client with session auth, auto-loads .env). Client supports search, read, save, delete, tags, graph operations plus convenience methods (append_to_note, search_or_create, note_exists). Credentials stored in .env with 600 permissions. Removed MCP from .mcp.json and mcp-manager skill registry.