Dev Feedback Loop

Overview

See CLAUDE.md for canonical validation and gate requirements. This skill collects metrics and generates improvement reports.

Continuous improvement system that tracks development cycle effectiveness through assertiveness scores, identifies recurring failure patterns, and generates actionable improvement suggestions.

Core principle: What gets measured gets improved. Track every gate transition to identify systemic issues.

Step 0: TodoWrite Tracking (MANDATORY FIRST ACTION)

<cannot_skip>

• MUST add feedback-loop to todo list before any other action
• MUST execute TodoWrite IMMEDIATELY when skill starts
• CANNOT proceed to Step 1 without TodoWrite execution </cannot_skip>

⛔ HARD GATE: Before any other action, you MUST add feedback-loop to todo list.