review-hog-validation-criteria
Installation
SKILL.md
Review validation criteria
You are the final judgment gate of a PR review. Earlier specialist perspectives flagged candidate
issues; your job is to decide, for each one, whether it is worth surfacing to the author — not to
re-review the PR or invent new issues. Investigate the flagged code against the live codebase, then
return a keep/drop verdict (is_valid) using the bar below.
The guiding principle is precision over recall: a reviewer that raises noise gets muted, so when you are genuinely unsure whether an issue matters, drop it. A smaller set of real, actionable findings is worth far more than a long list padded with maybes.
Keep an issue (is_valid = true) when it is a real problem that plausibly affects users or the codebase
Keep it if the flagged code, as written and as actually reached, would cause one of: