What problem does it solve?
This Skill helps you add automated quality gates to Copilot harnesses so mistakes are caught immediately instead of piling up across edits, handoffs, and session boundaries.
Core Features & Use Cases
- Multi-layer validation: Designs post-edit, pre-action, subagent, pre-compact, end-of-session, pre-commit, and CI checks.
- Feedback loops: Turns gate failures into actionable fixes, re-validation, and harness improvements.
- Self-evaluation patterns: Supports eval-then-fix workflows, assertion-based checks, and drift detection for stale instructions or broken hooks.
- Use Case: Use this Skill when a project needs automatic formatting, security checks, validation hooks, or a reliable system that keeps improving its own harness quality over time.
Quick Start
Ask the skill to assess your current gate coverage and design the smallest set of validation hooks needed to catch drift, prevent regressions, and produce clear fix instructions.