What problem does it solve?
This Skill helps you catch risky issues before merging by analyzing a pull request diff for SQL/data safety, race/concurrency hazards, and LLM output trust-boundary problems.
Core Features & Use Cases
- Pre-landing diff analysis: reviews the current branch against the base branch to surface structural problems.
- Two-pass safety-first review: focuses first on SQL & data safety, concurrency, LLM trust boundary, and enum/value completeness, then checks secondary issues like conditional side effects and prompt problems.
- Scope and intent sanity checks: detects scope creep and missing requirements by comparing stated intent (PR body/TODOs/commits) to what the diff actually changes.
- Optional Greptile triage: if Greptile comments exist, classifies them into valid/actionable, already-fixed, false positives, or suppressed.
- Test coverage gap mapping: traces changed code and user flows, identifies missing test paths, and enforces the regression-test rule.
Quick Start
Ask your AI to review this PR diff before merging and explicitly include SQL safety, concurrency, and LLM trust-boundary checks.