code-review
Skill2 starsChanged 27 days agoMITView on GitHub
Use when reviewing a pull request or local change in this repository; orients the reviewer to the project's standards (AGENTS.md, project profile, defensive patterns, Agent Notes, documentation standard, executed checks) and the review checks that code alone cannot show.
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 repository17 other files it gives its agents.
- agent-experienceSkill
- agent-notesSkill
- docs-standardSkill
- error-handlingSkill
- find-simplificationsSkill
- lifecycle-reviewSkill
- perf-evidenceSkill
- pre-push-checksSkill
- prose-standardSkill
- record-browser-gifSkill
- responsive-uiSkill
- stacked-prsSkill
- test-reliabilitySkill
- trim-cot-leakageSkill
- ui-ux-reviewSkill
- upgrade-guideSkill
- vibe-harness-bootstrapSkill
The file
We split this skill into the rules it gives an agent
10 rules. 0 are common, 6 are distinctive, and 4 are very specific to this project.
0
Common
Most of the 184 edited versions we read keep these.
6
Distinctive
This author's own choices. Worth a look.
4
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 26
When the profile enables surfaces.ui, the ui-ux-review and responsive-ui skills.
- Distinctive: line 30
New prose receives semantic review: Use prose-standard on every added or changed Markdown passage, API doc, comment, prompt, description, …
- Distinctive: line 33
Required evidence exists: Verify that the author ran the relevant checks for the diff (see pre-push-checks) and that CI covers the rest.
- Very specific: line 34
Localized UI copy: When the profile enables surfaces.localized-ui, reject product text embedded in markup, templates, helper returns, …
- Very specific: line 35
Breaking changes are recorded: When the profile enables surfaces.public-api, an externally perceptible break carries an upgrade guide in …
- Distinctive: line 46
Model perspective: when the project sends prompts, tool schemas, or results to a model, inspect the exact text the model receives across …
- Distinctive: line 47
Enforcement: follow every denial path to the operation that executes it.
- Distinctive: line 53
Negative controls: verify that a deliberately invalid case fails through the real runner for each changed acceptance rule.
- Distinctive: line 56
Implemented Agent Notes match shipped reality: when a change implements a proposed note, move and rewrite it as present-tense shipped state …
- Very specific: line 57
Translations: when the profile enables surfaces.bilingual-docs or surfaces.localized-ui, compare meaning and terminology on both sides …
“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
Reviewing a change
This skill is guidance, not a complete checklist. Verify and fetch the change's live base and exact head, then list the changed paths with the profile's commands.change-scope (or git diff --name-status <base>...<head> for a head that is not checked out) before reading the diff and enough surrounding code to understand the design. Re-establish the base after a retarget or merge. Prioritize correctness, lifecycle, security, and broken required behavior over style; a short review with one substantiated blocker is better than a list of nits.
Read the requirements before judging the diff. Map the changed paths to the sources below, open each owning page, and only then read the diff against those requirements. Judging a diff against memory of the rules is how a violation passes review.
Sources of truth
AGENTS.mdat the root and in each touched subtree: standing orders..agents/project-profile.md: commands, enabled surfaces, evidence per surface, and project-specific rules.docs/defensive-patterns/: rules enforced in review, one page per artifact family; read every page the diff touches.docs/AGENTS.mdand docs-standard: documentation placement and discipline.- prose-standard: required coverage and editorial judgment for comments, docs, prompts, and visible strings.
- error-handling: failure classification, ownership, containment, guarantees, and reports.
- lifecycle-review: singleton state, unreversed effects, and cleanup ordering in plugins, services, and components.
- test-reliability: isolation and regression proof for resource-owning, asynchronous, or flaky tests.
- trim-cot-leakage: narration, review history, and reasoning residue in changed comments and docs.
- perf-evidence: measurement for changes that can move the cost of a hot path.
- agent-experience: changes to prompts, tool definitions, or results a model receives.
.agents/notes/and agent-notes: design rationale. Treat disagreement with an Agent Note as a design discussion, not an automatic veto.- When the profile enables
surfaces.ui, theui-ux-reviewandresponsive-uiskills.
Blocking requirements
- New prose receives semantic review. Use prose-standard on every added or changed Markdown passage, API doc, comment, prompt, description, diagnostic, and visible string. Automated checks do not establish accuracy, placement, or coverage.
- Docs match the code. Configuration, defaults, errors, wire fields, events, and public behavior update the owning README and API docs in the same diff. Flag implementation narration, test walkthroughs, review history, and duplicated rationale.
- Ownership and cleanup. For plugin, service, or component code with a lifecycle, apply lifecycle-review to the changed behavior and affected consumers. Each new registration proves its disposal.
- Required evidence exists. Verify that the author ran the relevant checks for the diff (see pre-push-checks) and that CI covers the rest; review the semantic gaps neither can detect.
- Localized UI copy. When the profile enables
surfaces.localized-ui, reject product text embedded in markup, templates, helper returns, accessibility attributes, or component defaults; require the locale mechanism and evidence in each affected locale. User, model, and wire data stay verbatim. - Breaking changes are recorded. When the profile enables
surfaces.public-api, an externally perceptible break carries an upgrade guide in the same diff (see upgrade-guide).
Manual checks
- UI review coverage: when the profile enables
surfaces.ui, apply theui-ux-reviewskill's UI change workflow to the cumulative visible diff and verify its minimum checks for the changed properties and consumers. Missing required inspection remains a gap; missing optional reports do not. Do not demand full-audit records for ordinary changes, and recheck only new interactions or invalidated evidence. The project's test requirements, GIF evidence, and design or product review stay required under their original triggers. - Intent and interface contracts: trace both sides of every changed interface. Confirm the implementation matches the description and any Agent Note, including errors, cancellation, ownership, and disposal.
- Error handling: apply error-handling to changed failure paths, including their state guarantees and final user-visible reports. Reject catch-and-continue unless the state owner establishes that later work's preconditions hold, including after recovery.
- Lifecycle and concurrency: for async setup, callbacks, processes, or teardown, check races before publication, cancellation during awaits, independent error reporting, callback containment, ownership before reentry, complete detach cleanup, and quiescent disposal.
- Scope, ownership, and necessity: first identify the required behavior behind each new distinction, field, adapter, state machine, option, defensive copy, and compatibility path. A requirement, check, or Agent Note introduced by the change is a design choice to assess, not independent evidence of necessity. Compare existing source fields, discriminants, and their consumers before accepting another representation; distinguish deleting a concept from relocating its declaration. Moving an unnecessary concept closer to its owner is not a simplification. Challenge unrelated features and speculative generality.
- Capability and consumer fit: trace every current consumer, then flag consumer-specific behavior leaking into a shared interface. For required behavior, prefer an existing extension point near its producer or consumer when the local implementation adds little complexity, following the ownership rule; compare an extension owned by the producer or consumer with a change to a distant core or shared type declaration. Flag the inverse too: a new public method on a generic service whose only caller is one internal consumer; prefer a private capability handed to that consumer at construction.
- Configuration and public choices: trace authoritative reads and precedence before accepting another command-line or configuration pass-through; a forwarded value may be shadowed before use. Ask what current-consumer evidence or prior art supports each default, public operation set, format, or imported external concept. Require an explicit choice or deferral when that evidence is absent.
- Model perspective: when the project sends prompts, tool schemas, or results to a model, inspect the exact text the model receives across affected modes, using agent-experience. Flag concepts outside the model's task, and verify stable text verbatim and dynamic behavior through tests or snapshots.
- Enforcement: follow every denial path to the operation that executes it; exercise direct and alternate callers that can bypass schemas, prompts, facades, wrappers, or listener ordering.
- Borrowed and derived state: determine whether each retained value is borrowed or owned, then trace notifications and every cache, prompt, UI echo, replay, and query view to the documented success point and authoritative source.
- Bounds cover the final operation: locate the owner of the complete emitted or retained result, including wrappers and metadata. Probe tiny and exact limits, oversized single chunks, and multibyte text for byte limits.
- Real entry path: tests exercise the shipped loader, binary, worker, or subprocess where relevant. A hand-assembled test setup does not catch invalid exports.
- Test strength: assertions fail on the intended regression and verify external state, logs, events, or disposal rather than restating the implementation or trusting an agent's report. Coverage is necessary but not evidence that the scenario is correct.
- Test reliability: for a resource-owning, asynchronous, platform-sensitive, or flaky test, apply test-reliability to the real worker and job topology, resource allocation, global-state restoration, synchronization, timeout budget, and quiescent teardown.
- Negative controls: verify that a deliberately invalid case fails through the real runner for each changed acceptance rule.
- Expected output: a user-, model-, or terminal-visible change updates the snapshot or end-to-end expectation that owns it (the profile's "Evidence by surface"), or explains why none applies. Review expected-output diffs as behavior changes, not formatting noise.
- Performance: a change that can move the cost of a hot path carries before-and-after measurements under perf-evidence.
- Implemented Agent Notes match shipped reality: when a change implements a proposed note, move and rewrite it as present-tense shipped state in the same diff, then verify its paths, names, and mechanisms against the implementation.
- Translations: when the profile enables
surfaces.bilingual-docsorsurfaces.localized-ui, compare meaning and terminology on both sides against the project's translation rules; matching structure does not prove translation quality.
Reporting findings
State the defect, location, impact, and evidence. Place a localized defect inline on the tightest relevant diff range; use a top-level comment for cross-cutting architecture, scope, or synthesis. Separate blockers from suggestions, and omit issues already enforced by a passing check. Reply in the existing review thread. When receiving review, verify each claim and fix or rebut it on technical grounds, without performative agreement.
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