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
1,4411,488 · page 31 / 62
arecon-organizing-frameworkUse when imposing an analytical structure or taxonomy on a literature for an Annual Review of Economics (ARE) review — the…brycewang-stanfordarecon-proposal-framingUse when getting a review topic in front of the Annual Review of Economics (ARE) Editorial Committee or shaping an accepted…brycewang-stanfordarecon-review-processUse when calibrating expectations for the Annual Review of Economics (ARE) Editorial Committee review cycle on an invited article…brycewang-stanfordarecon-tables-figuresUse when building exhibits for an Annual Review of Economics (ARE) review — summary "who-found-what" tables, the…brycewang-stanfordarecon-topic-selectionUse when judging whether a literature is an Annual Review of Economics (ARE)-scale review topic — mature, important, and…brycewang-stanfordarecon-workflowUse when deciding which arecon-* sub-skill to invoke next, or when sequencing an invited review article from topic through…brycewang-stanfordarecon-writing-styleUse when revising an Annual Review of Economics (ARE) review for the ARE voice — authoritative, accessible to economists outside…brycewang-stanfordarpsych-editor-strategyUse when managing scope, length, deadlines, and the production relationship with the Annual Review of Psychology (ARPsych) Editor…brycewang-stanfordarpsych-tables-figuresUse when designing the summary tables and conceptual figures for an Annual Review of Psychology (ARPsych) review — the…brycewang-stanfordarpsych-topic-selectionUse when judging whether a psychology topic is mature, important, and synthesis-ready enough to warrant an Annual Review of…brycewang-stanfordarpsych-transparency-and-reproducibilityUse when documenting the literature search and making any embedded meta-analysis reproducible for an Annual Review of Psychology…brycewang-stanfordarpsych-workflowUse when deciding which arpsych-* sub-skill to invoke next, or when sequencing an invited review article from topic through…brycewang-stanfordarpsych-writing-styleUse when drafting or polishing prose for an Annual Review of Psychology (ARPsych) review so it lands the…brycewang-stanfordarsoc-editor-strategyUse when working with the Annual Review of Sociology (ARSoc) Editorial Committee and Annual Reviews production team — negotiating…brycewang-stanfordarsoc-organizing-frameworkUse when imposing an analytical structure or taxonomy on a sociology literature for an Annual Review of Sociology (ARSoc) review…brycewang-stanfordarsoc-proposal-and-commissioningUse when getting a review topic in front of the Annual Review of Sociology (ARSoc) Editorial Committee or shaping an accepted…brycewang-stanfordarsoc-tables-figuresUse when building exhibits for an Annual Review of Sociology (ARSoc) review — summary "who-found-what" tables, the…brycewang-stanfordarsoc-topic-selectionUse when judging whether a sociology literature is an Annual Review of Sociology (ARSoc)-scale review topic — mature, broadly…brycewang-stanfordarsoc-workflowUse when deciding which arsoc-* sub-skill to invoke next, or when sequencing an invited review article from topic through…brycewang-stanfordartbull-images-and-permissionsUse to plan and execute the illustration, copyright-permission, and reproduction-quality workflow for an Art Bulletin article —…brycewang-stanfordartbull-review-processUse to understand how The Art Bulletin evaluates a submission — double-blind peer review, what referees and the editor look for…brycewang-stanfordArticle Architect for Multi-Agent Content GenerationDeconstructs article specifications into detailed, individual prompts for multiple AI agents to write cohesive sections, ensuring…ECNU-ICALKartpavilion_content_strategistGenerates structured weekly social media calendars and specific high-quality posts (Monday Educational, Thursday Throwback) for…ECNU-ICALKase-review-processUse when reasoning about how an ASE (IEEE/ACM Automated Software Engineering) research submission is evaluated, covering…brycewang-stanfordasia-pacific-economic-reviewUse when targeting 《亚太经济》(Asia-Pacific Economic Review — 福建社会科学院主办的双月刊, 1984 创刊, CN 35-1014/F, 不收版面费/审稿费) or deciding whether an…brycewang-stanfordask-copilotUse GitHub Copilot CLI in non-interactive mode to ask questions, review code, or generate snippets without manual interaction.sickn33asplos-review-processUse when reasoning about how an ASPLOS submission will be judged — the two-page rapid-review screen and what it filters, full…brycewang-stanfordasplos-writing-styleUse when drafting or revising ASPLOS prose — engineering the first two pages that rapid review actually reads, stating the…brycewang-stanfordasq-review-processUse when understanding and navigating Administrative Science Quarterly's (ASQ) developmental, multi-round review process —…brycewang-stanfordasr-literature-positioningUse when positioning an American Sociological Review (ASR) manuscript against the literature so it reads as a broad sociological…brycewang-stanfordasr-rebuttalUse when writing the response to an American Sociological Review (ASR) revise-and-resubmit. ASR R&Rs typically demand substantial…brycewang-stanfordasr-research-designUse when defending the research design of an American Sociological Review (ASR) manuscript — causal/observational inference for…brycewang-stanfordasr-review-processUse to understand how the American Sociological Review (ASR) evaluates a manuscript — masked (anonymous) peer review, what…brycewang-stanfordasr-submissionUse when running the final pre-submission preflight for the American Sociological Review (ASR) via Sage Track — masked-manuscript…brycewang-stanfordasr-tables-figuresUse when building tables and figures for an American Sociological Review (ASR) manuscript. ASR excludes tables and figures from…brycewang-stanfordasr-theory-buildingUse when building the theoretical argument of an American Sociological Review (ASR) manuscript into a portable contribution — for…brycewang-stanfordasr-workflowUse as the entry point for any American Sociological Review (ASR) manuscript. Routes to the right ASR sub-skill based on the…brycewang-stanfordasr-writing-styleUse when drafting or polishing an American Sociological Review (ASR) manuscript so it reads for the whole discipline, follows the…brycewang-stanfordassemblyai-common-errorsDiagnose and fix AssemblyAI common errors and exceptions. Use when encountering AssemblyAI errors, debugging failed…jeremylongshoreassemblyai-debug-bundleCollect AssemblyAI debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing…jeremylongshoreassemblyai-sdk-patternsApply production-ready AssemblyAI SDK patterns for TypeScript and Python. Use when implementing AssemblyAI integrations…jeremylongshorewritesat-self-evalSummarize a contributor's Git history, a provided work log, or both into a concise, review-friendly self-evaluation for…kairyouatc-reproducibilityUse when building the reproducibility story for an ATC (ACM SIGOPS Annual Technical Conference, formerly USENIX ATC) systems…brycewang-stanfordatc-review-processUse when reasoning about how an ATC (ACM SIGOPS Annual Technical Conference, formerly USENIX ATC) submission is evaluated — the…brycewang-stanfordatc-supplementaryUse when deciding what belongs in the ATC (ACM SIGOPS Annual Technical Conference, formerly USENIX ATC) two-page extended…brycewang-stanfordatc-workflowUse when planning an ATC (ACM SIGOPS Annual Technical Conference, formerly USENIX ATC) campaign end to end — running the year…brycewang-stanfordatmospheric-chemistry-and-physicsUse when targeting Atmospheric Chemistry and Physics (ACP) or deciding whether an atmospheric-composition manuscript fits this…brycewang-stanfordattribution-setupWhen the user wants to set up, debug, or interpret app install attribution — including SKAdNetwork (SKAN), Apple's…Eronred
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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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