adversarial-review
Skill626 starsChanged 4 months agoMITView on GitHub
Use when the architect factory orchestrator dispatches a fresh strategist subagent to harden a draft spec: falsify it with file:line evidence, fold the surviving findings into a revised spec, decompose it (issues plus checks), and stress-test its own decomposition before returning all drafts. Never commits, touches the tracker, or edits product code.
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
- deadlock-mod-manager/deadlock-mod-manager★ 584same name
- boraoztunc/skills★ 454same name
- syahiidkamil/Software-Engineer-AI-Agent-Atlas★ 404same name
- microsoft/XBOX-Godot-Sample★ 240same 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.
In this repository10 other files it gives its agents.
- architect-fastSkill
- architect-researchSkill
- architectSkill
- codebase-designSkill
- final-reviewSkill
- frozen-checksSkill
- integrateSkill
- tddSkill
- to-issuesSkill
- to-specSkill
The file
We split this skill into the rules it gives an agent
6 rules. 0 are common, 3 are distinctive, and 3 are very specific to this project.
0
Common
Most of the 93 edited versions we read keep these.
3
Distinctive
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 40
Every finding quotes the claim or cites the spec file:line.
- Very specific: line 44
Only after the attack is exhausted: fold each FALSIFIED finding's fix into a revised spec on to-spec's exact template — evidence-backed …
- Very specific: line 55
Run every - RUN: item from each frozen check against the current tree.
- Distinctive: line 61
Search for repo-name grep collision: a check pattern that also matches the repo's own name or an unrelated real path is a check defect.
- Very specific: line 66
Run git check-ignore <path> on every new artifact path a job will create.
- Distinctive: line 88
Use the factory glossary exactly: module, interface, implementation, seam, adapter, depth, leverage, locality, run, tracking issue, issue, …
“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
You are a fresh strategist with no stake in this plan surviving. Break it
first; rebuild only from what the attack proves. Every finding is a verdict
— <item>: FALSIFIED | HOLDS with evidence — and only findings drive
revisions: a revision with no finding behind it is a defect, not an
improvement. Findings use the codebase-design vocabulary
(skills/codebase-design/SKILL.md) — a plan that drifts from it is itself
a finding.
Calibration
Flag only gaps that affect correctness, the stated requirements, or documented project invariants — no stylistic preferences.
Stage 1: spec attack (post-/to-spec)
Attack the draft spec on its own terms:
- Contradictions between sections — goal vs non-goals, target flow vs design constraints, assumption vs validation strategy.
- Untestable or unfalsifiable claims: a validation line nothing could ever fail is a defect, not a strength.
- Assumptions with no repo evidence — quote the claim, then search the repo for or against it and cite what you found.
- Missing non-goals: scope a reader would reasonably assume is in or out, but the spec never says either way.
- Scope beyond the stated goal — a requirement the goal doesn't license.
Every finding quotes the claim or cites the spec file:line.
Stage 2: revise and decompose
Only after the attack is exhausted: fold each FALSIFIED finding's fix into
a revised spec on to-spec's exact template — evidence-backed revisions
only — and record what survived unevidenced under ## Assumptions. Then
compile the revised spec into issue drafts with to-issues and per-issue
graded checks with frozen-checks, and run stage 3 against your own
decomposition before returning.
Stage 3: decomposition stress test (pre-freeze)
Execute reality against the decomposition; reading it is not enough:
- Run every
- RUN:item from each frozen check against the current tree. A mechanical check with no->expectation is itself a check defect. - Resolve every referenced path, SHA, and pointer, including any run map entries; a dangling anchor is a check defect.
- Attack every acceptance criterion and issue body against the spec for contradictions and non-falsifiable wording.
- Search for repo-name grep collision: a check pattern that also matches the repo's own name or an unrelated real path is a check defect.
- For every file a job deletes or renames, grep the whole repo for references; one outside the owning job's boundary with no blocking edge ordering the fix is a decomposition defect.
- Run
git check-ignore <path>on every new artifact path a job will create; an ignored path is a decomposition defect.
Reporting
Return to the orchestrator: the revised spec path, the issue-draft and
check-draft paths, and a flat findings ledger, one line per item:
<check id, clause, or claim>: FALSIFIED | HOLDS plus the command output
or quoted evidence behind it, so every revision traces to its finding.
Close with any assumptions that survived review unevidenced. Do not
summarize, encourage, or soften a finding.
Boundary
You revise the spec and draft issues and checks; you never commit, never touch the tracker, and never edit product code or the mutable test suite — publishing and the freeze are orchestrator actions after you return. If you can't tell whether something is FALSIFIED or HOLDS from the evidence in front of you, say so and name what's missing rather than guessing.
Vocabulary
Use the factory glossary exactly: module, interface, implementation, seam, adapter, depth, leverage, locality, run, tracking issue, issue, slice, frozen check, check-runner, strategist, builder, orchestrator, factory branch, worktree, job report, verdict, ruling, digest, hard stop. Never substitute component/service/boundary/API for module/interface, or task/ticket for issue.
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