Initial commit: Multi-repository role-based knowledge graphs

kg/learning_capture.md

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+# Learning Capture Knowledge Graph
+
+## Role: Learning Capture System
+
+This knowledge graph provides semantic search capabilities for the learning capture system.
+
+## Thesaurus
+
+- **Source**: `learning_thesaurus.json`
+- **Purpose**: Map synonyms for enhanced search
+- **Coverage**: Learning, configuration, git, AI assistant, tools, storage, context, retrieval, failure, documentation
+
+## Key Concepts
+
+### Knowledge (ID: 1)
+- learning, knowledge, lesson, insight, discovery
+
+### Configuration (ID: 2)
+- setup, configuration, install, deployment, initialize
+
+### Git (ID: 3)
+- gitea, git, github, repository, version control
+
+### AI Assistant (ID: 4)
+- terraphim, ai assistant, agent, claude, kimi
+
+### Tool (ID: 5)
+- skill, tool, capability, function, feature
+
+### Storage (ID: 6)
+- memory, storage, persistence, database
+
+### Context Management (ID: 7)
+- arscontexta, onecontext, context, progress
+
+### Retrieval (ID: 8)
+- search, retrieval, query, find, lookup
+
+### Failure (ID: 9)
+- error, failure, mistake, bug, issue, problem
+
+### Documentation (ID: 10)
+- documentation, docs, guide, manual, readme
+
+## Usage
+
+When querying learnings, the system will:
+1. Normalize search terms using the thesaurus
+2. Expand queries to include synonyms
+3. Match against learning titles and content
+
+Example:
+- Query "setup" → Matches: setup, configuration, install, deployment
+- Query "error" → Matches: error, failure, mistake, bug, issue, problem