craft

Loom Craft

Craft a solution using Loom's multi-agent pipeline. This is the primary orchestration command — use it for complex tasks that benefit from multiple specialist agents working together.

Pipeline

Architect → Security + Quality (parallel) → Coder → Code Review

1. Architect analyzes the task, identifies key files, proposes an approach
2. Security Engineer + Tester audit the design in parallel
3. Coder implements via LocalAgent (tool-calling, git safety, caching, Graphiti memory)
4. Code Reviewer validates the output with severity-classified findings

Modes

• Cloud (default): Agents dispatch through LiteLLM proxy using cloud models
• Local: Agents dispatch through LocalAgent using Ollama models with tool-calling Configure via LOOM_CRAFT_MODE=local

Workflow

1. Call the craft MCP tool with the user's task and optional mode parameter
2. Present phase outcomes as they complete
3. On completion, show:
   • Files created and modified
   • Code review findings (Critical/Major/Minor/Suggestion)
   • Git branch name (if local mode created one)

Verifying Results

After craft completes, use PSKit tools to verify:

• mcp__pskit__build_project — compile check
• mcp__pskit__test_project — test suite
• mcp__pskit__git_diff — review all changes
• mcp__pskit__git_status — confirm clean state

When to Use

Task	Command
Complex multi-phase work	/loom:craft
Quick single-agent task	/loom:agent
Code review only	/loom:review
Debug investigation	/loom:debug
Security audit	/loom:security-audit

Examples

/loom:craft Add rate limiting to the API endpoints
/loom:craft Refactor the authentication module for testability
/loom:craft Build a new CLI command for database migrations