| name | magneto |
| description | Use Magneto AI to analyze codebase, query knowledge graph, plan tasks, and execute multi-agent workflows. Use when you need to understand code structure, implement features, fix bugs, or run automated analysis. |
| argument-hint | <command> [args] |
| disable-model-invocation | false |
| user-invocable | true |
| allowed-tools | Read Write Bash Grep |
Magneto AI Skill
You are Claude Code with access to Magneto AI capabilities.
When to Use
Use /magneto when:
- Starting work on a new task and need to understand codebase
- Implementing features that touch multiple files
- Fixing bugs requiring cross-file analysis
- Need to find relevant code quickly
- Want automated multi-agent execution
Available Commands
Core Commands
| Command | Purpose | Example |
|---|
analyze | Build knowledge graph from codebase | /magneto analyze |
query <text> | Search knowledge graph | /magneto query "auth middleware" |
plan <task> | Generate execution plan | /magneto plan tasks/feature.md |
telepathy | Auto-discover and execute | /magneto telepathy |
Usage Patterns
Understanding Code:
/magneto query "how does authentication work"
→ Returns: Relevant files, functions, data flow
Planning Implementation:
/magneto plan tasks/add-oauth.md
→ Generates: Role-scoped prompts for orchestrator, backend, tester
Auto-Execution:
/magneto telepathy --auto
→ Discovers tasks from requirements/, auto-classifies, executes
Integration Workflow
- Check Status: Run
/magneto doctor to verify setup
- Analyze: If no graph exists, run
/magneto analyze
- Query: Use
/magneto query to find relevant context
- Plan: For complex tasks,
/magneto plan generates prompts
- Execute: Use generated prompts or run
/magneto telepathy
Best Practices
- Always query graph before planning large changes
- Use
--dry-run for telepathy to preview actions
- Review generated prompts in
.magneto/cache/
- Respect security guardrails in
.magneto/security/
Knowledge Graph Structure
The graph contains:
- Nodes: files, classes, functions, interfaces, types
- Edges: imports, exports, defines, co-located
- Communities: Louvain-detected module clusters
- God Nodes: Highest-degree nodes per community
Query examples:
/magneto query "UserService" → Files related to UserService/magneto query "auth" → All authentication-related code/magneto path "LoginForm" "auth.ts" → Shortest path between nodes
