code-review
Skill0 starsChanged 3 months agoMITView on GitHub
Strict, ice-cold code review protocol — nothing is assumed, everything is questioned, every claim requires evidence. Reviews a diff or change set across correctness, security, error handling, API contracts, performance, and test integrity, with mandatory severity ratings and a no-rubber-stamp rule. The LLM-driven review pass that diff-review's mechanical checks cannot do.
194 other projects use a version of this.
Adopted by
Most recently taken up by
- doggy8088/spec-kittheir own version, first seen Nov 9, 2026
- strelov1/freehiretheir own version, first seen Nov 9, 2026
- storybookjs/storybooktheir own version, first seen Nov 8, 2026
- codewithmukesh/dotnet-claude-kittheir own version, first seen Nov 8, 2026
- supabase/supabasetheir own version, first seen Nov 8, 2026
- The-Vibe-Company/quivrtheir own version, first seen Nov 8, 2026
Used with
Projects with it also use close-spec, design-with-images 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.
dzhngSkillclose-spec
When a spec under specs/<feature>/ is done shipping (a write-spec build, or any planned task that produced a spec), archive it to specs/done/ and rewrite it from a build-plan into a durable rationale — the why, the principles, the invariants — pointing back to the real code for the how. Use when implementation has landed and the plan no longer matches what shipped, or the user says a feature/spec is finished. Pairs with [write-spec](../write-spec/SKILL.md) (the plan this closes) and [review](../review/SKILL.md) (run before closing).
Also in 5 projects that use this
dzhngSkilldesign-with-images
Explore UI and visual design with image generation, then iterate the real implementation against the user-selected concept. Use when brainstorming visual directions, offering mockup variants, or implementing an approved generated design; do not stop at the mockups or the first code approximation.
Also in 5 projects that use this
PydanticSkilladd-new-model
Add support for a newly-released language or image generation model in pydantic-ai (e.g. openai:gpt-5.6, anthropic:claude-sonnet-5, openai:gpt-image-2). Use when a provider ships a new model id and you need to wire literals, profile flags, adapters, and tests to recognize it. Handles SDK-lag, gateway list conventions, capability probing, and direct image-model geometry.
Also in 9 projects that use this
transitive-bullshitSkillcompare-screenshots
Compare screenshots against the intended design, distinguishing approved references from historical baselines. Use for iterative implementation matching, before/after visual review, objective image telemetry, or checking a lone capture for flat, empty, or badly framed content.
Also in 5 projects that use this
Microsoft AzureSkillazsdk-common-apiview-feedback-resolution
Analyze and resolve APIView review feedback on Azure SDK PRs. **UTILITY SKILL**. USE FOR: APIView comments, API review feedback, SDK API surface changes. DO NOT USE FOR: general code review, non-APIView feedback. INVOKES: azure-sdk-mcp:azsdk_apiview_get_comments, azure-sdk-mcp:azsdk_customized_code_update, azure-sdk-mcp:azsdk_typespec_delegate_apiview_feedback, azure-sdk-mcp:azsdk_run_typespec_validation, azure-sdk-mcp:azsdk_package_generate_code.
Also in 6 projects that use this
Microsoft AzureSkillazsdk-common-generate-sdk-locally
Generate and finalize Azure SDKs locally from TypeSpec, including build, checks, tests, changelog, metadata, and version updates by default. WHEN: "generate SDK locally", "build SDK", "run SDK tests", "run CI checks", "validate package", "run checks", "update changelog", "fix SDK build errors", "resolve SDK generation errors", "customize TypeSpec", "rename SDK client", "rename SDK model", "hide operation from SDK", "fix analyzer errors", "resolve customization drift", "create subclient", "update metadata", "update version". INVOKES: azsdk_verify_setup, azsdk_package_generate_code, azsdk_package_build_code, azsdk_package_run_check, azsdk_package_run_tests, azsdk_customized_code_update, azsdk_package_update_changelog_content, azsdk_package_update_metadata, azsdk_package_update_version.
Also in 6 projects that use this
- +4 more from dzhng
- +2 more from Azure
Other versions194 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 194
- mattpocock/skills★ 309ksame name
- TheAlgorithms/Python★ 226ksame name
- microsoft/vscode★ 195ksame name
- github/spec-kit★ 149ksame name
- ggml-org/llama.cpp★ 134ksame name
- supabase/supabase★ 115ksame name
- storybookjs/storybook★ 91ksame name
- shareAI-lab/analysis_claude_code★ 80ksame name
- shareAI-lab/learn-claude-code★ 80ksame name
- vectorize-io/hindsight★ 60ksame name
184 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 repository69 other files it gives its agents.
- AGENTS.mdAGENTS.md
- skills/AGENTS.mdAGENTS.md
- skills/ultimate-browsing/engine/AGENTS.mdAGENTS.md
- 3d-designSkill
- algorithmic-artSkill
- api-testerSkill
- apple-suiteSkill
- appshotSkill
- astra-initSkill
- blindspotSkill
- changelog-genSkill
- claim-auditSkill
- comment-checkerSkill
- context-budgetSkill
- cron-auditSkill
- css-pro-tipsSkill
- designSkill
- diff-reviewSkill
- doc-readerSkill
- domain-modelingSkill
- env-gateSkill
- ext-scaffoldSkill
- gate-graphSkill
- gh-address-commentsSkill
- gh-fix-ciSkill
- git-masterSkill
- graph-toolsSkill
- grillingSkill
- herdrSkill
- image-genSkill
- json-diffSkill
- linus-levelSkill
- log-analyzerSkill
- log-deviationSkill
- lsp-setupSkill
- merge-quizSkill
- nbj-write-clearlySkill
- net-probeSkill
- open-loopsSkill
- portfolio-auditSkill
- pro-reviewSkill
- proxmox-veSkill
- remove-ai-slopsSkill
- repo-auditSkill
- resume-auditSkill
- sec-headersSkill
- secret-gateSkill
- seo-auditSkill
- session-finderSkill
- session-handoffSkill
- session-rulesSkill
- skill-auditSkill
- skill-creatorSkill
- skill-decaySkill
- skill-optimizerSkill
- skill-pickerSkill
- skill-syncSkill
- social-researchSkill
- subscription-auditSkill
- sys-healthSkill
- The first 60 shown.
The file
We split this skill into the rules it gives an agent
4 rules. 0 are common, 4 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 184 edited versions we read keep these.
4
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
- Distinctive: line 23
No rubber stamps: If you find nothing wrong, say what you verified and how hard you tried to break it — a review without effort is a …
- Distinctive: line 39
Rate every finding: No finding without a severity and a location.
- Distinctive: line 85
Every finding names file:line and the concrete input or sequence that triggers it.
- Distinctive: line 90
If the diff is too large to review honestly, say so and demand it be split.
“Common” is measured: kept by at least 6 in 10 of the 184 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
Code Review
Ice-cold. Everything is questioned. Every claim needs evidence. The default answer to "does this look good?" is "show me why, exactly."
Posture
- Assume nothing works. The diff is guilty until proven correct by reading, not by trusting the author's intent or the commit message.
- Question every assumption. Each unchecked input, each silent fallback, each "this can't happen" is a finding until you can say why it cannot.
- No rubber stamps. If you find nothing wrong, say what you verified and how hard you tried to break it — a review without effort is a finding about the reviewer, not the code.
- No diplomacy. Findings are stated flatly with file:line. The author's feelings are not a review dimension.
Protocol
- Run the mechanical pass first.
diff-review+secret-gate+comment-checkeron the diff. Mechanical findings are pre-adjudicated — do not re-litigate them, do not skip them. - Read the whole diff, then the context around every changed line. A line is only reviewable against what calls it and what it calls.
- For each dimension below, write either findings or an explicit
"verified:
<what you checked>" line. Silence on a dimension is dereliction. - Rate every finding. No finding without a severity and a location.
- Close with the verdict and the conditions.
Dimensions
| Dimension | Questions that must be answered |
| Correctness | Does it do what the claim says, at the boundaries (empty, null, max, concurrent)? Where is the test that would fail if this logic were inverted? |
| Security | What input crosses a trust boundary? What happens when it is hostile? Injection, traversal, authz bypass, secret handling (defer to secret-gate findings). |
| Error handling | What fails silently? Which exceptions are swallowed? Does the error path leave state consistent, and does the caller learn the truth? |
| API contract | What changed that a caller depends on? Signature, semantics, ordering, error shape. Is the change backward compatible, and if not, where is the migration? |
| Performance | What got quadratic? What new allocation/IO is in a hot path? Is there a regression the author did not measure? |
| Test integrity | Do the tests assert behavior or tautologies? Can each new test actually fail? What path is untested that the diff makes riskier? |
| Reversibility | If this ships and is wrong at 3am, how do you unship it? |
Severity taxonomy
- BLOCKER — incorrect, insecure, or data-losing under plausible input. Do not ship.
- MAJOR — fails at an edge the feature will hit in production within weeks.
- MINOR — real but bounded: confusing naming, missing test on a low-risk path, dead code.
- QUESTION — the reviewer cannot prove it wrong but the author should have to explain it.
Output format
VERDICT: SHIP / SHIP WITH CONDITIONS / DO NOT SHIP
BLOCKER:
- <file:line> <finding, stated flatly, with the input that breaks it>
MAJOR:
- <file:line> <finding>
QUESTION:
- <file:line> <what the author must answer>
VERIFIED (no findings, with effort stated):
- correctness: traced <path> for inputs {}, null, <max>; test <name> covers <case>
- security: trust boundary at <point>; hostile input <example> rejected because <reason>
CONDITIONS:
- <what must be true before merge>Rules
- Every finding names file:line and the concrete input or sequence that triggers it. "This could be a problem" without a trigger is a QUESTION, not a finding.
- Praise is out of scope. The absence of findings, after stated effort, is the only compliment this review gives.
- If the diff is too large to review honestly, say so and demand it be split. Reviewing a 2,000-line diff shallowly is worse than refusing.
Pairs with
diff-review (mechanical layer first), merge-quiz (human comprehension
gate after), remove-ai-slops (structural cleanup), blindspot
(pre-implementation risk recon).
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
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.
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Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
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