Skill profile
Use this profile when the main goal is diff analysis: spotting regressions, missing tests, risky assumptions, or release-boundary mistakes before a change merges.
Anthropic Claude Code docs + community skill patterns • Last reviewed 2026-04-01
Install gstack from the upstream repository, then use its documented review workflow inside Claude Code instead of copying a one-off review prompt from a forum thread.
This profile is useful for evaluation and workflow context, but WhichAITools did not verify one direct install command for it. Use the linked source instructions instead of guessing.
Teams that want faster pre-landing review cycles on ordinary product changes while keeping human reviewers focused on judgment and risk.
This profile describes the AI-assisted review pattern around Claude Code: loading the patch or branch context, checking for behavioral regressions, looking for hidden side effects, and turning a large diff into a smaller set of concrete findings that humans can evaluate quickly.
Teams that want faster pre-landing review cycles on ordinary product changes while keeping human reviewers focused on judgment and risk.
The value is not that AI replaces review. The value is that a well-scoped review skill can surface likely failure modes early and make human attention more targeted.
Move back to the category or hub instead of jumping to the homepage and losing context.
Review methodology and manuals before treating a public profile or copied command like production-ready guidance.
When the profile belongs to OpenClaw operations, continue inside the OpenClaw cluster instead of starting over.
Code review is one of the most common Claude Code workflow patterns. Multiple community skill collections implement pre-landing review, diff analysis, and risk checking. This profile covers the general pattern and what to look for when choosing or authoring a review skill.
Claude Code common workflows • SkillsMP — code review skills
Skills overview • Security review category • Methodology • Skills overview • Submit • Advertise
Use this profile when you need an AI-assisted security pass across application code, dependencies, secrets handling, and release surfaces before shipping or inheriting a codebase.
Use this profile when Claude Code is part of a real Git workflow and you need the collaboration pattern around branching, reviewing, and landing work to stay disciplined.
Use this profile when a team needs a repeatable way to screen public skills for hidden assumptions, risky permissions, or maintenance gaps.