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
1,3931,440 · page 30 / 62
amann-review-processUse when planning around the two-step proposal→invited-review process of the Academy of Management Annals (Annals) — the…brycewang-stanfordamann-topic-selectionUse when judging whether a management/organization literature is an Academy of Management Annals (Annals)-scale review topic —…brycewang-stanfordamann-workflowUse when deciding which amann-* sub-skill to invoke next, or when sequencing a comprehensive review article from topic selection…brycewang-stanfordamann-writing-styleUse when revising an Academy of Management Annals (Annals) review for the house voice — authoritative, integrative…brycewang-stanfordamanthro-literature-positioningUse when positioning an American Anthropologist (AA) manuscript against the literature so it reads as a four-field contribution.…brycewang-stanfordamanthro-rebuttalUse when writing the response to an American Anthropologist (AA) revise-and-resubmit. AA uses anonymous peer review under an…brycewang-stanfordamanthro-review-processUse when you need to understand how American Anthropologist (AA) evaluates a manuscript — editorial screening, anonymous peer…brycewang-stanfordamanthro-workflowUse when starting or navigating any American Anthropologist (AA) manuscript as the entry point. Routes to the right AA sub-skill…brycewang-stanfordamerican-economic-reviewUse when targeting American Economic Review (AER) or deciding whether an economics manuscript fits this venue. Encodes the…brycewang-stanfordamj-rebuttalUse when drafting the revision and response letter after an Academy of Management Journal (AMJ) revise-and-resubmit — structuring…brycewang-stanfordamj-review-processUse when you need to understand or set expectations for the Academy of Management Journal (AMJ) editorial and peer-review process…brycewang-stanfordamr-literature-positioningUse when you must identify which theoretical conversation an Academy of Management Review (AMR) manuscript enters and how it…brycewang-stanfordamr-methodsUse when choosing and applying a theory-construction method for an Academy of Management Review (AMR) manuscript — building…brycewang-stanfordamr-review-processUse when you need to understand the Academy of Management Review (AMR) developmental, multi-round review and interpret a decision…brycewang-stanfordamr-topic-selectionUse when the theoretical puzzle is the bottleneck for an Academy of Management Review (AMR) manuscript — deciding whether an idea…brycewang-stanfordamr-workflowUse when deciding which amr-* sub-skill to invoke next, or when sequencing a theory-building manuscript from theoretical-puzzle…brycewang-stanfordAngular Generic Object Search Filter PipeCreate an Angular pipe that filters an array of objects based on a search input, checking if any property of each object contains…ECNU-ICALKanima-common-errorsDiagnose and fix common Anima SDK design-to-code errors. Use when encountering Figma token errors, code generation failures, node…jeremylongshorewritesanima-prod-checklistProduction readiness checklist for Anima design-to-code pipelines. Use when deploying automated design-to-code services…jeremylongshorewritesanlagen-check-zustellung-redaktion-dsgvoWenn es um Anlagen: Quality-Check vor Zustellung in Anlagen zu Schriftsätzen geht: erstellt den passenden Entwurf aus…Klotzketteanlagen-quality-check-vor-zustellungWenn es um Anlagen: Quality-Check vor Zustellung in Anlagen zu Schriftsätzen geht: erstellt den passenden Entwurf aus…Klotzketteannual-review-of-astronomy-and-astrophysicsUse when targeting Annual Review of Astronomy and Astrophysics (ARA&A) or deciding whether a review proposal fits this invited…brycewang-stanfordannual-review-of-ecology-evolution-and-systematicsUse when targeting Annual Review of Ecology, Evolution, and Systematics (AREES) or deciding whether a proposed synthesis fits…brycewang-stanfordannual-review-of-economicsUse when targeting Annual Review of Economics or deciding whether a synthesis / review manuscript fits this venue. Encodes the…brycewang-stanfordannual-review-of-environment-and-resourcesUse when targeting the Annual Review of Environment and Resources or deciding whether an environment-and-resources synthesis fits…brycewang-stanfordannual-review-of-plant-biologyUse when targeting Annual Review of Plant Biology or deciding whether a plant-biology review proposal fits this invited-review…brycewang-stanfordanwaltliche-rechnungen-reviewWenn es um Rechnungsreview Kanzlei in Bank-Rechtsabteilung geht: ordnet Sachverhalt, Norm, Beweislast, Gegenargumente und…Klotzketteany2pdfConvert Markdown to publication-quality PDF with reportlab — CJK/Latin mixed text, themes, cover pages, watermarks, callouts…cosmicstack-labsaos-review-processUse when you need to understand how Accounting, Organizations and Society (AOS) evaluates a manuscript — triage by the joint…brycewang-stanfordaos-writing-styleUse when polishing the prose of an Accounting, Organizations and Society (AOS) manuscript — sustained argumentative writing that…brycewang-stanfordApp Introduction and Advantage ListingGenerates a brief, synthesized introduction of a specified application and lists its key advantages.ECNU-ICALKapp-rejection-recoveryWhen the user's app or update was rejected by Apple App Review or Google Play Review and they need to diagnose why, fix it, and…Eronredapple-notes-debug-bundleCollect Apple Notes automation debug evidence for troubleshooting. 'jeremylongshorewritesapprentice-first-weekPlan an apprentice's or new laborer's first week so they're useful by Friday and safe from hour one — day-by-day teaching order…mohitagw15856approveApprove a pull request using gh pr review --approvedyoshikawaapsa-styleAPSA style checker for Quarto (.qmd) files. Checks numbers, capitalization, abbreviations, italics, in-text citations, titles of…brycewang-stanfordapsr-literature-positioningUse when positioning an American Political Science Review (APSR) manuscript against the literature so it reads as a…brycewang-stanfordapsr-rebuttalUse when writing the response to an American Political Science Review (APSR) revise-and-resubmit. APSR reserves R&R for papers…brycewang-stanfordapsr-research-designUse when defending the research design of an American Political Science Review (APSR) manuscript — causal identification for…brycewang-stanfordapsr-review-processUse to understand how the American Political Science Review (APSR) evaluates a manuscript — double-anonymous review…brycewang-stanfordapsr-submissionUse when running the final pre-submission preflight for the American Political Science Review (APSR) via Editorial Manager —…brycewang-stanfordapsr-tables-figuresUse when building tables and figures for an American Political Science Review (APSR) manuscript so exhibits are self-contained…brycewang-stanfordapsr-theory-buildingUse when building the theoretical argument of an American Political Science Review (APSR) manuscript into a discipline-level…brycewang-stanfordapsr-workflowUse as the entry point for any American Political Science Review (APSR) manuscript. Routes to the right APSR sub-skill based on…brycewang-stanfordapsr-writing-styleUse when drafting or polishing an American Political Science Review (APSR) manuscript so it reads for the whole discipline…brycewang-stanfordarchitect-reviewMaster software architect specializing in modern architecturesickn33arecon-editor-strategyUse when working with the Annual Review of Economics (ARE) Editorial Committee and production team — negotiating the commissioned…brycewang-stanfordarecon-evidence-standardsUse when appraising the credibility of the primary studies an Annual Review of Economics (ARE) review synthesizes, and when…brycewang-stanford
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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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