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songjiun10-collabsongjiun10-collab/Senior-thinking-skills/adversarial-review/SKILL.md

adversarial-review

Skill87 starsChanged 34 days agoMITView on GitHub

Materialize a review posture biased to disprove, not approve, before a non-trivial decision stands. Use for architectural decisions made under uncertainty, non-trivial code about to be committed, non-obvious claims ("this is safe", "this scales"), or unfamiliar code — while course-correction is still cheap, not just at the end. Sharper version of fresh-context-review — the framing of the review request decides the answer.

104 other projects use a version of this.

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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.
  • fabioespindulaSkill

    rethink

    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

  • MicrosoftSkill

    root-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

  • anasahmed07Skill

    better-auth-best-practices

    Skill for integrating Better Auth - the comprehensive TypeScript authentication framework.

    Also in 4 projects that use this

  • DockerSkill

    fix-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

  • MicrosoftSkill

    pull-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

  • juriwiensSkill

    codex-review

    Run code review via Codex CLI

    Also in 3 projects that use this

  • +2 more from microsoft

The file

We split this skill into the rules it gives an agent

1 rule. 0 are common, 1 is distinctive, and 0 are very specific to this project.

  • 0

    Common

    Most of the 93 edited versions we read keep these.

  • 1

    Distinctive

    This author's own choices. Worth a look.

  • 0

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    Read the file matching the model actually running before applying this skill.

    line 23

“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.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Disprove-Biased Review (router)

This skill is tuned per model. Pick the file that matches the model actually running, and apply it in full — the core procedure is the same everywhere, but how hard to push, how much to delegate, and how much narration to expect differs by tier.

ModelFile
Claude Opus 5.5opus-5-5.md
Claude Fable 5.1fable-5-1.md
Claude Sonnet 5sonnet-5.md
Claude Sonnet 5.5sonnet-5-5.md
Claude Haiku 5.5haiku-5-5.md
OpenAI GPT-6 Astragpt-6-astra.md
OpenAI GPT-6 Solgpt-6-sol.md
OpenAI GPT-6.1 Solgpt-6-1-sol.md
OpenAI GPT-6 Lunagpt-6-luna.md

Read the file matching the model actually running before applying this skill.

Running a model not listed above (an older generation, a different model family entirely)? sonnet-5.md carries the fullest general-purpose version of the underlying procedure — read that one rather than skipping this skill.

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What did you use it for? e.g. Reviewing pull requests in a Rails app

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