Agent skills

Code Review & Quality skills

Read straight from the source repositories, not from submitted listings. Every skill shows what it does, what is inside, where it came from — and whether attention around its source is actually growing.

Toolclaude-code 29,140codex 4,755cursor 3,111copilot 976windsurf 55cline 34
CategoryWorkflow & Productivity 4,979AI & Agents 3,037Data & Analytics 2,345Code Review & Quality 1,376Backend & API 1,244Security 1,194Design & Presentation 1,154Documentation 965Content & Marketing 916Testing & QA 777DevOps & Cloud 576Databases 550Frontend 469Business & Finance 328Media & Video 257Other 9,833
2,936 found
2,4012,448 · page 51 / 62
popdevr-rebuttalUse when writing the response to a Population and Development Review (PDR, Wiley / Population Council) revise-and-resubmit. PDR…brycewang-stanfordpopdevr-research-designUse when defending the research design of a Population and Development Review (PDR, Wiley / Population Council) manuscript —…brycewang-stanfordpopdevr-review-processUse when you need to understand how Population and Development Review (PDR, Wiley / Population Council) evaluates a manuscript —…brycewang-stanfordpopdevr-tables-figuresUse when building tables and figures for a Population and Development Review (PDR, Wiley / Population Council) manuscript so…brycewang-stanfordpopdevr-theory-buildingUse when building the argument of a Population and Development Review (PDR, Wiley / Population Council) manuscript into a…brycewang-stanfordpopdevr-writing-styleUse when drafting or polishing a Population and Development Review (PDR, Wiley / Population Council) manuscript so it reads for a…brycewang-stanfordpopl-camera-readyUse when a POPL paper is conditionally accepted — planning the mandatory revision the Review Committee must approve…brycewang-stanfordpopl-review-processUse when interpreting where a POPL submission stands — the full double-blind pipeline from the July HotCRP deadline through…brycewang-stanfordpoq-literature-positioningUse when positioning a Public Opinion Quarterly (POQ) manuscript against the literature so it reads as a contribution to…brycewang-stanfordpoq-workflowUse as the entry point for any Public Opinion Quarterly (POQ) manuscript. Routes to the right POQ sub-skill based on where you…brycewang-stanfordporting-another-repositoryPlan how to port a feature, configuration, or implementation from this repository into another repository. Analyzes the source…dyoshikawapost-review-commentsPost line-level review comments and an overall review comment on a PR in English with a natural, concise writing styledyoshikawaposthog-common-errorsDiagnose and fix common PostHog errors: events not appearing, flags returning undefined, 401/429 errors, SDK initialization…jeremylongshoreppopp-review-processUse when reasoning about how a PPoPP submission is evaluated, covering double-blind review, the Program Committee plus…brycewang-stanfordppopp-submissionUse when auditing a PPoPP research-paper submission for HotCRP readiness, covering the two-column acmart sigplan template, the…brycewang-stanfordppsych-editor-strategyUse when working with the Perspectives on Psychological Science (PoPS) editor and editorial team — proposal-stage scope, what…brycewang-stanfordppsych-tables-figuresUse when building exhibits for a Perspectives on Psychological Science (PoPS) piece — the conceptual/framework figure…brycewang-stanfordppsych-workflowUse when deciding which ppsych-* sub-skill to invoke next, or when sequencing a broad integrative review, theoretical statement…brycewang-stanfordppsych-writing-styleUse when revising a Perspectives on Psychological Science (PoPS) piece for the PoPS voice — broad, provocative, accessible to…brycewang-stanfordgsd:pr-branchCreate a clean PR branch by filtering out .planning/ commits — ready for code reviewdavepoonwritespr-comment-evaluatorUse to judge whether a PR review comment sounds polite.topoteretespr-descriptionWrite a clear pull-request description that gets reviewed fast and merged with confidence. Use when opening a PR, summarizing a…mohitagw15856pr-feedback-quality-gateSafely track pull request feedback, resolve review comments or merge conflicts, validate fixes, and use a read-only cross-review…nexu-iopr-merge-championOptimize pull requests for quick approval and merging by ensuring clean diffs, comprehensive self-reviews, and structured…sickn33pr-review-analysisAnalyze PR review comments from a GitHub PR URL. Fetch review comments, verify each finding against the actual codebase, assess…breaking-brakepr-review-ci-fixAutomated PR review and CI auto-fix for GitHub and GitLab using the Composio CLI. Pulls diffs, fetches failing job logs, posts…composio-communitypr-to-specAnalyze code changes and detect intent drift using the pr-to-spec CLI — converts a branch, staged edits, or recent commits into a…jeremylongshoreprai-review-process在需要理解《模式识别与人工智能》(Pattern Recognition and Artificial Intelligence, PR&AI)…brycewang-stanfordprdGenerate high-quality Product Requirements Documents (PRDs) for software systems and AI-powered features. Includes executive…githubpre-publish-reviewNuclear-grade 16-agent pre-publish release gate. Runs /get-unpublished-changes to detect all changes since last npm release…code-yeongyuprior-authorization-letterWrite a persuasive prior-authorization / medical-necessity letter to an insurer. Use when asked to write a prior authorization…mohitagw15856prl-cover-letterUse when writing the cover letter for a Physical Review Letters submission, which must justify to APS editors why the work meets…brycewang-stanfordprl-figuresUse when designing or auditing figures for a Physical Review Letters manuscript, where a few high-impact figures must carry the…brycewang-stanfordprl-length-managementUse when a Physical Review Letters manuscript exceeds the strict deductible length limit, where figures, equations, and…brycewang-stanfordprl-methodsUse when deciding what methodological detail belongs in a Physical Review Letters body versus Supplemental Material, so a…brycewang-stanfordprl-referee-strategyUse when choosing suggested and opposed referees for a Physical Review Letters submission and pre-empting the objections APS…brycewang-stanfordprl-results-framingUse when a Physical Review Letters result is correct but its central claim and broad significance are not yet sharp. Structures…brycewang-stanfordprl-revisionUse when responding to Physical Review Letters referee reports or editor decisions — point-by-point reply, resubmission, and the…brycewang-stanfordprl-scope-fitUse when deciding whether a physics result clears Physical Review Letters' importance-and-broad-interest gate, or whether it…brycewang-stanfordprl-workflowUse when deciding which prl-* sub-skill to invoke next, or when sequencing manuscript work from scope-fit through revision for a…brycewang-stanfordprl-writing-styleUse when polishing the prose of a Physical Review Letters manuscript for APS house style, concision, precise notation, and…brycewang-stanfordPROBAST Prediction Model AssessmentPerform a formal risk of bias and applicability assessment of prediction model studies using the PROBAST tool, specifically…ECNU-ICALKproceedings-of-the-ieeeUse when targeting Proceedings of the IEEE or deciding whether an electrical-and-computer-engineering review manuscript fits this…brycewang-stanfordprocess-generatorGenerate process JS files following Babysitter SDK patterns including task definitions, quality gates, breakpoints, and proper io…a5c-aiwritesprocess-pr-reviewsUse when the user asks to process, triage, fetch, view, count, list, or resolve review feedback in a GitHub PR. Supports both…nexu-ioprocess-validatorValidate process JS files for correct SDK patterns, task definitions, syntax, and quality gate implementation.a5c-aiproduct-launch-strategyPlan and execute e-commerce product launches. Pre-launch, launch day, and post-launch playbooks for Amazon, Shopify, and…nexscope-aiproduct-review-analysisProduct review analysis and customer feedback intelligence. Pain point identification, praise pattern analysis, feature request…nexscope-ai
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How the catalog works
What is an agent skill?

A folder with a SKILL.md inside — instructions, and often scripts and assets, that an AI agent loads when the task matches. Claude Code, Codex, Cursor and Copilot all read the same format, so one skill usually works across them.

Where does this catalog come from?

We read 660 source repositories straight from their file trees rather than from submitted listings — what you see is what is actually published. 98 repositories were rejected because they advertise skills but contain none: link lists, not folders.

Why is there no install counter?

Because install counts live in the registry that serves `npx skills add`, and that is not ours — publishing a number we cannot verify would be worse than showing none. Instead we show where a skill comes from and whether attention around its source is actually growing, measured from our own weekly snapshots.

Do you deduplicate?

Yes, and it matters more than expected. Aggregator repositories republish the same skill in several places — one source carried 6,317 SKILL.md files for 2,001 actual skills. We collapse by folder name and keep the canonical copy, so the catalog counts things, not copies.

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