relentless-review

Installation
SKILL.md

Relentless Review

Check whether the current proposal or result meets the requirements and whether a concrete alternative would improve it. Challenge assumptions and examine realistic failures. Recommend a different approach only when you can explain how it better meets the requirements or reduces a concrete risk.

A review request authorizes analysis and recommendations. Editing the artifact, implementing recommendations, or publishing changes requires authorization for those actions; reuse any authorization already given for the same scope.

Goal

Give a direct verdict on whether to keep or change the current approach under the known requirements and constraints. The review must:

  • state the requirements the result must meet
  • identify assumptions that materially affect the verdict
  • test the edge cases and failure modes that matter for this artifact: empty, malformed, duplicate, large, slow, partial failure, race, stale state, permissions, versions, accessibility, timezone/localization, dependency failure, detectability, recovery, blast radius, and rollback
  • compare the current approach against simpler, safer, more direct, or more reversible alternatives
  • recommend keeping or changing the approach, with the reason, and state what proof would change the verdict

Evidence

Use the available artifact and context first. Inspect more only when a material assumption, failure mode, alternative, or validation claim cannot be judged from what is already provided. Stop when the recommendation, relevant risks, and checks needed to support it are clear; ask the user only for a fact that could change the recommendation and cannot be established from available evidence.

Installs
73
GitHub Stars
3
First Seen
May 2, 2026