adversarial-review
Skill0 starsChanged 4 months agoMITView on GitHub
Run a second-pass review on meaningful changes with a deliberately skeptical lens: bugs, regressions, security, prompt or tool abuse, data loss, and missing tests. Use after non-trivial diffs or risky agent output.
104 other projects use a version of this.
Adopted by
Most recently taken up by
- revisit-studies/studytheir own version, first seen Nov 9, 2026
- ozt88/skillstheir own version, first seen Nov 8, 2026
- selamy-labs/agent-skillstheir own version, first seen Nov 8, 2026
- kellen-miller/skillstheir own version, first seen Nov 8, 2026
- leinardi/adversarial-review-looptheir own version, first seen Nov 8, 2026
- artberri/skillstheir own version, first seen Nov 8, 2026
Used with
Projects with it also use rethink, root-cause-analysis and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
fabioespindulaSkillrethink
Reframe a plan, idea, or decision before the user commits to it. Use when the user asks to rethink, step back, pressure-test, gut-check, decide, right-size, simplify, think bigger about, or evaluate a concrete plan or decision in product, strategy, technical architecture, career, life, company direction, or personal priorities. This skill improves decision quality before action: clarify the real question, challenge assumptions, compare alternatives, calibrate ambition, classify the operating mode, surface risks, and recommend a next move. Do not use for broad future exploration without a concrete decision; that belongs to a think-big or research-style skill.
Also in 3 projects that use this
MicrosoftSkillroot-cause-analysis
Use when a Regional Retail Manager asks I'm seeing unusual inventory movement at our Northwest stores. Can you help me understand what's happening?
Also in 3 projects that use this
anasahmed07Skillbetter-auth-best-practices
Skill for integrating Better Auth - the comprehensive TypeScript authentication framework.
Also in 4 projects that use this
DockerSkillfix-issue
Fix a single GitHub issue end-to-end: triage, research, write the fix, review, and create a PR. Use when asked to fix an issue: "fix issue 1234", "resolve #500", "create a PR for issue 200".
Also in 3 projects that use this
MicrosoftSkillpull-request
Write concise, focused pull request descriptions for Wassette — at most three sentences on the what and why, with an explicit note on any breaking public-API change and how users adapt. Use when opening or editing a Wassette pull request.
Also in 3 projects that use this
juriwiensSkillcodex-review
Run code review via Codex CLI
Also in 3 projects that use this
- +2 more from microsoft
Other versions104 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 104
- PrefectHQ/fastmcp★ 28ksame name
- jlowin/fastmcp★ 28ksame name
- mengxi-ream/read-frog★ 10ksame name
- epicenter-md/epicenter★ 4.8ksame name
- EpicenterHQ/epicenter★ 4.8ksame name
- basicmachines-co/basic-memory★ 4.5ksame name
- DanMcInerney/architect-loop★ 626same name
- deadlock-mod-manager/deadlock-mod-manager★ 584same name
- boraoztunc/skills★ 454same name
- syahiidkamil/Software-Engineer-AI-Agent-Atlas★ 404same name
94 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
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The file
We split this skill into the rules it gives an agent
5 rules. 0 are common, 4 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 93 edited versions we read keep these.
4
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 10
Do not use when: the task is a trivial copy edit or there is no changed behavior to review.
- Distinctive: line 24
Every non-trivial silent-failure risk calls out the missing test surface.
- Distinctive: line 25
If there are no findings, the response still states the residual risk honestly.
- Very specific: line 29
If clean: an explicit no findings statement plus residual risk or testing gaps.
- Distinctive: line 30
No implementation detours, no rewrite plan, and no style-only padding.
“Common” is measured: kept by at least 6 in 10 of the 93 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Adversarial Review
Metadata
- Trigger when: a meaningful diff, refactor, workflow change, or agent-generated patch deserves a skeptical second pass.
- Do not use when: the task is a trivial copy edit or there is no changed behavior to review.
Skill Purpose
Stress-test a change for correctness, regressions, security, destructive side effects, and missing test coverage before anyone treats it as safe.
Instructions
- Inspect the changed behavior first, not just the diff text. If another model or isolated review path is available, use it; otherwise deliberately switch into a failure-hunting stance.
- Review for the highest-signal risks: correctness bugs, behavior regressions, permission mistakes, prompt or tool abuse surfaces, data loss, destructive side effects, and missing or weak tests.
- Report findings first and tie each one to concrete behavior plus file references. If there are no findings, say that explicitly and mention any residual risk or testing gap that still remains.
Non-Negotiable Acceptance Criteria
- Findings are ordered by severity and grounded in observable behavior.
- Style nits do not outrank bugs, regressions, security flaws, or missing tests.
- Every non-trivial silent-failure risk calls out the missing test surface.
- If there are no findings, the response still states the residual risk honestly.
Output
- A findings-first review with concrete file references and why each issue matters.
- If clean: an explicit
no findingsstatement plus residual risk or testing gaps. - No implementation detours, no rewrite plan, and no style-only padding.
Does it work?
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Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
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