What problem does it solve?
It helps you reliably understand and validate an implementation after you finish work, by turning “what changed” into a clear summary and then testing your grasp of the key design decisions and tradeoffs.
Core Features & Use Cases
- Post-implementation summary: Produces a structured recap covering what was built, how the pieces connect, which files changed, and the key non-obvious decisions.
- Implementation quiz: Asks 5–7 focused, one-at-a-time questions grounded in the relevant code snippets to surface risks, gaps, and coupling or error-path concerns.
- Workflow-aware scoping: Determines the scope using git diffs/logs relative to a base branch, or prompts for the base branch / file pointers when git context is missing.
Quick Start
Use the evaluate skill after finishing a feature so it can summarize your changes and quiz you on the design decisions and tradeoffs.