What problem does it solve?
Coordinating complex development tasks across dozens of specialized skills requires manual routing decisions and sequential execution. This Skill automates intent classification and chains the right skills together, executing them wave-by-wave with parallel agents.
Core Features & Use Cases
- Structured Intent Routing: Extracts action, object, and style from natural language input and maps it to one of 30+ predefined skill chains via a deterministic routing matrix.
- Wave-Based Execution: Groups chain steps into waves, spawning parallel agents via CSV-driven task dispatch, with barrier skills triggering coordinator-side artifact analysis between waves.
- Session Resume & Dry-Run: Supports resuming interrupted sessions from the last incomplete wave and previewing planned chains without execution.
- Use Case: A developer types "implement user authentication with JWT" and the coordinator classifies it as a feature task, runs planning, execution, review, and test-fix skills in sequence, automatically passing artifacts between stages.
Quick Start
Ask the coordinator to implement user authentication with JWT and it will classify the intent, plan the skill chain, and execute each wave automatically.