Analyzes existing codebases to understand structure, patterns, and technical debt
Strategies for compressing context to maximize token efficiency
Search-first skill to reduce unnecessary file reads by searching before loading
Monitors context complexity and triggers state dumps before quality degrades
Systematic debugging with persistent state and fresh context advantages
Requires proof before marking work complete — no "trust me, it works"
Executes GSD plans with atomic commits, deviation handling, checkpoint protocols, and state management
Validates plans before execution to catch issues early