QE Code Intelligence
Knowledge graph-based code understanding with semantic search and 80% token reduction through intelligent context retrieval.
Profile →npx skills add majiayu000/claude-skill-registry --skill qe-code-intelligence-aquariuscook-agent-modus-map --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# QE Code Intelligence ## Purpose Guide the use of v3's code intelligence capabilities including knowledge graph construction, semantic code search, dependency mapping, and context-aware code understanding with significant token reduction. ## Activation - When understanding unfamiliar code - When searching for code semantically - When analyzing dependencies - When building code knowledge graphs - When reducing context for AI operations ## Quick Start ```bash # Index codebase into knowledge graph aqe kg index --source src/ --incremental # Semantic code search aqe kg search "authentication middleware" --limit 10 # Query dependencies aqe kg deps --file src/services/UserService.ts --depth 3 # Get intelligent context aqe kg context --query "how does payment processing work" ``` ## Agent Workflow ```typescript // Build knowledge graph Task("Index codebase", ` Build knowledge graph for the project: - Parse all TypeScript files in src/ - Extract entities (classes, functions, types) - Map relationships (imports, calls, inheritance) - Generate embeddings for semantic search Store in AgentDB vector database. `, "qe-knowledge-graph") // Semantic search Task("Find relevant code", ` Search for c
- Purpose
- Activation
- Quick Start
- Agent Workflow
- Knowledge Graph Operations
- 1. Codebase Indexing
- 2. Semantic Search
- 3. Dependency Analysis
- Token Reduction Strategy
- Knowledge Graph Schema
- Search Results
- CLI Examples
- Coordination
Index codebase into knowledge graph aqe kg index --source src/ --incremental Semantic code search aqe kg search "authentication middleware" --limit 10 Query dependencies aqe kg deps --file src/services/UserService.ts --depth 3 Get intelligent context aqe kg context --query "how does payment processing work" Full reindex aqe kg index --source src/ --force
What does the QE Code Intelligence skill do?
Knowledge graph-based code understanding with semantic search and 80% token reduction through intelligent context retrieval.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill qe-code-intelligence-aquariuscook-agent-modus-map --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.