What it does

Analyzes task descriptions → classifies type (software, content, research, design, infrastructure, data), detects domains (frontend, backend, security, devops, testing, database, docs), estimates complexity + iterations, recommends specialists from recurring feedback.

When to use

1. New task → Determine CFN Loop config and agents
2. Estimate iterations → How many loops before gates pass
3. Recurring issues → After 3 security feedback, recommend security-specialist
4. Multi-agent coordination → Identify domains and dependencies

When NOT to use

1. Task already classified → Proceed with execution
2. Simple type check → Use /write-plan instead
3. Agent failure debugging → Use /cfn-check-errors
4. Adjust teams mid-execution → Use /cfn-agent-lifecycle