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sxntixgosxntixgo/frugal-skills/skills/code-review/SKILL.md

code-review

Skill0 starsChanged 4 months agoMITView on GitHub

Reviews a diff or file for correctness, readability, maintainability, and consistency with project patterns, giving actionable feedback with line references. Use when reviewing code, a diff, or a PR, or before merging a change.

194 other projects use a version of this.

Adopted by

Most recently taken up by

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.
  • dzhngSkill

    close-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

  • dzhngSkill

    design-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

  • PydanticSkill

    add-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-bullshitSkill

    compare-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 AzureSkill

    azsdk-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 AzureSkill

    azsdk-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

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 184 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:

    Get the diff/context: Read the change and enough surrounding code to judge it.

    line 37

“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.

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

Code Review

Review for correctness and quality. Report findings with file:line and a fix, rated: 🔴 Must fix · 🟡 Should fix · 🟢 Consider · ✅ Good (call out real strengths too). This is a quality review, not a security audit.

Where this skill adds value

Be honest about what this buys you. On a strong model, this skill does not catch bugs an unaided review would miss. Its value is consistency and coverage: it works through every review dimension (correctness, naming, complexity, error handling, duplication, consistency, tests) so none is skipped, applies one severity scale, and always anchors findings to file:line with a concrete fix. That reliability matters most for a team standard, a large diff, or a weaker model. So: deliver a complete, uniformly rated review, not just the first issue you spot.

Scope

This skill DOES:

  • Review correctness, readability, maintainability, simplicity, and consistency with the codebase's existing patterns.
  • Give specific, actionable feedback anchored to lines, each with a concrete fix.

This skill does NOT:

  • Rewrite the code for the author — suggest; the author decides.
  • Perform a security audit (vuln classes, authz, secrets) — out of scope here.
  • Nitpick style a formatter/linter already enforces.

Steps

Surface as TodoWrite items. Checkpoint findings to ./.claude-skills-work/code-review/<target>/findings.md as you go.

  1. Get the diff/context. Read the change and enough surrounding code to judge it. Note the change's intent and the patterns already used nearby.
  2. Review each dimension (see references/checklist.md for detail): correctness, naming/readability, function/complexity, error handling, duplication & simplicity, consistency, and test adequacy.
  3. Rate and locate. For each finding: severity, file:line, the problem, and a concrete fix. Prioritize correctness over style.
  4. Report in the output format below, most severe first.

Review dimensions (quick reference)

  • Correctness — does it do what it claims? Edge cases, off-by-one, null/empty inputs, error paths, concurrency, resource cleanup. Highest priority.
  • Naming & readability — intent-revealing names; avoid data/tmp/handle; code reads top-to-bottom without puzzle-solving.
  • Function & complexity — small focused units; shallow nesting; guard clauses over deep if trees.
  • Error handling — no silent swallow; failures surface with useful context; the unhappy path is handled.
  • Duplication & simplicity — no copy-paste of real logic (DRY); no speculative generality (YAGNI); simplest thing that works (KISS).
  • Consistency — matches existing project idioms, structure, conventions.
  • Tests — do tests cover the new/changed behavior, including edges? (Assess adequacy; authoring cases is a separate concern.)

Output format

## Code Review: <target>

### 🔴 Must fix
1. **<issue>** (path:line) — <problem> → <fix>

### 🟡 Should fix
1. **<issue>** (path:line) — <problem> → <fix>

### 🟢 Consider
1. **<suggestion>** (path:line)

### ✅ Good
- <genuine strength worth keeping>

Red flags (stop and correct)

If you notice…Do this
Reviewing without reading surrounding contextRead enough to judge before commenting
Vague feedback ("could be cleaner")Name the problem and give a concrete fix
Findings with no line referenceAnchor every finding to file:line
Bikeshedding formatter/lint styleSkip it; focus on correctness and design
Only listing negativesNote real strengths in ✅ Good too
Rewriting the whole change yourselfSuggest; the author owns the code

Done when

  • Each finding has a severity, a file:line, and a concrete fix.
  • Findings are ordered most-severe-first, correctness prioritized.
  • Report follows the output format.

References (load only when needed)

  • references/checklist.md — per-dimension checks with good/bad examples.

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