Skills by job · page 3

Coding & review skills

2,081 audited skills for coding & review: 1,590 SAFE, 386 CAUTION, 105 BLOCK. Review diffs, enforce conventions, write and refactor code in a language or framework.

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ModelsAtlas. “Coding & review skills”. Retrieved 29 Oct 2026. https://modelsatlas.com/skills/topic/coding/page/3
2,081 coding & review skills · page 3 of 87 · ranked by trust score, then stars

Update Screenshots

microsoft/vscode

✓SAFE B

Update the committed blocks-ci screenshot hashes after the "Screenshots & Tests" check fails, or investigate a screenshot diff reported on a PR. Use when asked to update, accept, or refresh component screenshot…

★ 194k89/100

Memory Leak Audit

microsoft/vscode

✓SAFE B

Audit code for memory leaks and disposable issues. Use when reviewing event listeners, DOM handlers, lifecycle callbacks, or fixing leak reports. Covers addDisposableListener, Event.once, MutableDisposable,…

★ 194k89/100

Sessions

microsoft/vscode

✓SAFE B

Core principles and workflow router for changes to the Agents Window under src/vs/sessions.

★ 194k89/100

Azure Pipelines

microsoft/vscode

✓SAFE B

Use when validating Azure DevOps pipeline changes for the VS Code build. Covers queueing builds, checking build status, viewing logs, and iterating on pipeline YAML changes without waiting for full CI runs.

★ 194k89/100

Author Contributions

microsoft/vscode

✓SAFE B

Identify all files a specific author contributed to on a branch vs its upstream, tracing code through renames. Use when asked who edited what, what code an author contributed, or to audit authorship before a merge. This…

★ 194k89/100

Accessibility

microsoft/vscode

✓SAFE B

Primary accessibility skill for VS Code. REQUIRED for new feature and contribution work, and also applies to updates of existing UI. Covers accessibility help dialogs, accessible views, verbosity settings, signals, ARIA…

★ 194k89/100

Ponytail

dietrichgebert/ponytail

✓SAFE B

Lazy senior dev mode: the smallest change that fully solves the task, and a reply a busy human understands in one read. Use on any coding task (writing, fixing, refactoring, reviewing, choosing dependencies) and when…

★ 160k89/100

Frontend Code Review

langgenius/dify

!CAUTION B

Use only when the user explicitly requests a review or audit of frontend code under `web/` or `packages/dify-ui/`. Supports pending-change, file-focused, and pasted-diff reviews. Do not use for implementation-only…

★ 159k89/100

Backend Code Review

langgenius/dify

!CAUTION B

Use only when the user explicitly requests a review or audit of backend code under `api/`. Supports pending-change, file-focused, and pasted-diff reviews. Do not use for implementation-only requests, diagnosis without…

★ 159k89/100

Next Dev Loop

vercel/next.js

✓SAFE B

Verify Next.js runtime behavior after editing app code. Use this skill to confirm a change actually works in a running app — not just that it compiles or type-checks. Combines /_next/mcp (Next.js's view) with…

★ 143k89/100

Next Cache Components Optimizer

vercel/next.js

✓SAFE B

Optimize the meaningful UI available immediately from a Next.js route on an initial load (hard navigation) or named client-side navigation (soft navigation). Encode the goal as a failing @next/playwright instant() e2e…

★ 143k89/100

Next Cache Components Adoption

vercel/next.js

✓SAFE B

Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the `cacheComponents` flag, work through a flood of…

★ 143k89/100

Add Community Extension

github/spec-kit

✓SAFE B

Add a community extension to the Spec Kit catalog from a GitHub issue submission. USE FOR: processing extension submission issues, validating catalog entries, updating catalog.community.json and…

★ 142k89/100

Plan Design Review

garrytan/gstack

!CAUTION B

Designer's eye plan review — interactive, like CEO and Eng review. (gstack)

★ 138k89/100

Plan Ceo Review

garrytan/gstack

✓SAFE B

CEO/founder-mode plan review. (gstack)

★ 138k89/100

Design Review

garrytan/gstack

!CAUTION B

Designer's eye QA: finds visual inconsistency, spacing issues, hierarchy problems, AI slop patterns, and slow interactions — then fixes them. (gstack)

★ 137k89/100

Shadcn

shadcn/ui

✓SAFE B

Manages shadcn components and projects — adding, searching, fixing, debugging, styling, and composing UI, including chat interfaces. Provides project context, component docs, and usage examples. Applies when working…

★ 126k89/100

Migrate Radix To Base

shadcn/ui

✓SAFE B

Migrates React projects and components from Radix UI to Base UI. Use when asked to migrate from radix, move to base-ui, convert radix primitives, or switch a shadcn project's base library. Handles single components…

★ 126k89/100

Shadcn

shadcn-ui/ui

✓SAFE B

Manages shadcn components and projects — adding, searching, fixing, debugging, styling, and composing UI, including chat interfaces. Provides project context, component docs, and usage examples. Applies when working…

★ 126k89/100

Electron Chromium Upgrade

electron/electron

✓SAFE B

Guide for performing Chromium version upgrades in the Electron project. Use when working on the roller/chromium/main branch to fix patch conflicts during `e sync --3`. Covers the patch application workflow, conflict…

★ 123k89/100

Review Duplication

google-gemini/gemini-cli

✓SAFE B

Use this skill during code reviews to proactively investigate the codebase for duplicated functionality, reinvented wheels, or failure to reuse existing project best practices and shared utilities.

★ 109k89/100

Async Pr Review

google-gemini/gemini-cli

✓SAFE B

Trigger this skill when the user wants to start an asynchronous PR review, run background checks on a PR, or check the status of a previously started async PR review.

★ 107k89/100

Caveman Review

JuliusBrussee/caveman

✓SAFE B

Compressed code review - one line per finding with location, problem and fix. Use for /caveman-review, "review this PR", or "review the diff".

★ 107k89/100

Triaging Issues

pytorch/pytorch

!CAUTION B

Triages GitHub issues by routing to oncall teams, applying labels, and closing questions. Use when processing new PyTorch issues or when asked to triage an issue.

★ 105k89/100