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
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creator-content-auditorUse when the user asks to "review this influencer content" or "check if this post meets brand guidelines"; runs the typed STAR…aaron-he-zhudebugging-instrumentsDebug iOS apps and profile performance using LLDB, the interactive Memory Graph Debugger, and Instruments. Use for crashes…dpearson2699earExport Administration Regulations (EAR, 15 CFR Parts 730-774) compliance advisor — ECCN classification across all 10 CCL…Sushegaadbio-pathway-enrichment-visualizationVisualize enrichment results using enrichplot package functions. Use when creating publication-quality figures from…BioTender-maxget-qodo-rulesLoads org- and repo-level coding rules from Qodo before code tasks begin, ensuring all generation and modification follows team…nanocoaiwritesgithub-triageTriages a repository's open GitHub issues and pull requests via the gh CLI. Optionally reviews and merges ready PRs —…trailofbitswritesgroq-sdk-patternsApply production-ready Groq SDK patterns for TypeScript and Python. Use when implementing Groq integrations, refactoring SDK…jeremylongshorewriteshps-academic-paperA review deck on compositional generalization in large language models — the field map, the gap, the evidence, and open…nexu-iohtml-ppt-retro-quarterly-reviewRetro Quarterly Review presentation template in a bold blue + orange editorial language. Use when users ask for a high-impact…nexu-iohtml-ppt-zhangzara-blue-professionalOpen Design's QBR for the executive committee: what moved, what stalled, and the resource reallocation ask. Built as a…nexu-iohtml-ppt-zhangzara-capsuleA year-end self-review for a product manager — the role, the outcomes, the learning, and the ask, all evidence-backed. Built as a…nexu-iohtml-ppt-zhangzara-groveA municipal urban-tree-canopy policy proposal — the public need, the evidence, the options, and the funding decision. Built as a…nexu-iohtml-ppt-zhangzara-monochromeA grant proposal on CRISPR base-editing for sickle-cell disease — the hypothesis, the approach, the milestones, and the risk.…nexu-iohtml-ppt-zhangzara-signalOpen Design's strategy memo: should it monetize the plugin registry now or hold — options, risks, and the recommendation. Built…nexu-iohtml-ppt-zhangzara-vellumA humanities lecture: how Renaissance linear perspective reshaped early cartography — sources, argument, and evidence. Built as a…nexu-iohuashu-annual-letterOpen Design's annual letter to its community: the year's story, what it learned, and where it's going next. Built as a…nexu-iohuashu-keynote-blackOpen Design's all-hands: the year in review, the three priorities, and what every team owns next quarter. Built as a…nexu-iohuashu-slidesA career-pivot story from consultant to product leader — the arc, the proof, and why the next role is the right bet. Built as a…nexu-ioidea-king点子王 (Idea King) — reason from first principles & run adversarial review. A thinking partner for the Partner (搭子) workflow and for…LearnPromptincident-postmortemWrite a structured incident postmortem or post-incident review. Use when asked to write a postmortem, incident report, P1/P2…mohitagw15856lamina-evaluationJudge product usability and evidence quality. Use when running Persona-based walkthroughs on a built product, planning an expert…aryaniyapsLQF_Machine_Learning_Expert_GuideLQF Machine Learning Expert Guide - Routed skill for ML/Statistical Modeling with Critical Discussion Mode. Triggers on: machine…foryourhealth111-pixelwritesmapkitImplement, review, or improve maps and location features in iOS/macOS apps using MapKit and CoreLocation. Use when working with…dpearson2699okr-builderCreate well-structured OKRs (Objectives and Key Results) for product teams, startups, and individuals. Use when asked to write…mohitagw15856orchestrate-batch-refactorPlan and execute large refactors with dependency-aware work packets and parallel analysis.sickn33paper-self-reviewThis skill should be used when the user asks to "review paper quality", "check paper completeness", "validate paper structure"…brycewang-stanfordphx-pr-reviewAddress feedback left on a GitHub pull request: fetch unresolved review threads, make agreed Elixir/Phoenix code fixes, reply…oliver-kriskapr-reviewAddress feedback left on a GitHub pull request: fetch unresolved review threads, make agreed Elixir/Phoenix code fixes, reply…oliver-kriskapr-to-mainCreate a PR to the main branch for feature/fix changes in this pnpm + Changesets monorepo. Use when the user says "PRを作成"…breaking-brakeproduct-health-analysisInterpret product metrics against goals and surface actionable signals. Use when asked to analyse product health, review key…mohitagw15856push-notificationsImplement, review, or debug push notifications in iOS/macOS apps — local notifications, remote (APNs) notifications, rich…dpearson2699qbr-deckBuild a Quarterly Business Review (QBR) deck structure and narrative for a customer account. Use when asked to prepare a QBR…mohitagw15856quality-nonconformanceCodified expertise for quality control, non-conformance investigation, root cause analysis, corrective action, and supplier…sickn33scenario-analyzerSkill that analyzes 18-month scenarios from a news headline. Runs the primary analysis with the scenario-analyst agent and…BaggaT236sentry-local-dev-loopConfigure Sentry for local development with environment-aware settings. Use when setting up dev vs prod DSN routing, enabling…jeremylongshorewritessentry-sdk-patternsBest practices for using Sentry SDK in TypeScript and Python. Use when implementing structured error context with scopes…jeremylongshorewritessetup-bclSet up, build, debug, review, and explain BCL payment gateway, BCL Pay, BCL Payment Link, BCL QR Terminal, BCL Forms…afu-itSingle-Cell Analysis Skills IndexCore skills for single-cell RNA-seq analysis: quality control, cell type annotation, and trajectory inference. These are…BioTender-maxskill-reviewUse when reviewing Codex, Qoder, or repo-local skills and their prompt chains for trigger quality, workflow clarity, progressive…QoderAIslang-shader-engineerUse when working with Slang shaders, shader modules, HLSL-compatible GPU code, graphics pipelines, compute shaders, tessellation…githubstata-modernizeImprove, modernize, and optimize existing Stata code for performance, portability, and maintainability. Use when legacy patterns…brycewang-stanfordstorekitImplement, review, or improve in-app purchases and subscriptions using StoreKit 2. Use when building paywalls with…dpearson2699suede-customer-researchSuede-owned customer-research discipline for interview design, transcript and ticket synthesis, review and forum mining, quote…JasonColapietroswiftui-animationImplement, diagnose, or review SwiftUI motion using explicit and scoped implicit animations, springs, transitions, PhaseAnimator…dpearson2699tactical-dddDetects anemic domain models, validates and refactors them into rich domain models, and enforces tactical DDD patterns (Entities…tech-leads-clubtech-contract-review-parth-desaiContract Review for Tech and general contract. Smart redflagging feature to show the problems.lawve-aitensorboardVisualize training metrics, debug models with histograms, compare experiments, visualize model graphs, and profile performance…Orchestra-Researchutility-pm-criticRun adversarial review on a PM artifact via the pm-critic sub-agent. Returns findings graded P0/P1/P2/P3 with a concrete fix…product-on-purpose
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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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