ryan-relevanceai

This skill should be used when reviewing code or running /uw:review. It contains 47 issue patterns with severity tiers, team standards to enforce, and implementation checklists for the Unit Work review system.

This skill should be used when implementing features with human-in-the-loop verification. It provides the core Unit Work methodology including checkpoint-based development, confidence assessment, memory integration with Hindsight, and verification strategies. Use this skill for planning features, executing with checkpoints, reviewing code, and compounding learnings.