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
2,0172,064 · page 43 / 62
imfer-theory-modelUse when an IMF Economic Review (IMFER) manuscript needs an open-economy model to discipline, interpret, or generate…brycewang-stanfordimfer-topic-selectionUse when deciding whether a question is right for an IMF Economic Review (IMFER) manuscript — international macro-finance with…brycewang-stanfordimfer-workflowUse when deciding which imfer-* sub-skill to invoke next, or when sequencing manuscript work from topic through rebuttal for an…brycewang-stanfordimfer-writing-styleUse when an IMF Economic Review (IMFER) manuscript's prose must land for its dual academic/policy audience — a tight intro, an…brycewang-stanfordimpl-validatorValidate whether an implementation matches its stated goal. Use this skill when a skill or agent wants a second opinion on its…Ar9avgsd:inboxTriage and review all open GitHub issues and PRs against project templates and contribution guidelinesdavepoonwritesincident-postmortemUse when an outage, production incident, or significant service degradation has occurred and the team needs to write a structured…githubincident-response-patternsIncident severity classification, runbook templates, root cause analysis, and post-incident reviewvibeevalinfocom-review-processUse when reasoning about how an IEEE INFOCOM submission is evaluated, covering the large-scale double-blind pipeline, automated…brycewang-stanfordinfocom-supplementaryUse when deciding what fits inside an IEEE INFOCOM paper's tight IEEEtran budget, covering the rule that appendices count toward…brycewang-stanfordinsurance-claim-appealAppeal a denied insurance claim — read the real reason for the denial, find the strongest grounds, and draft the appeal with the…mohitagw15856international-economic-reviewUse when targeting International Economic Review (IER) or deciding whether a technically rigorous economics manuscript in theory…brycewang-stanfordinternational-economic-review-cnUse when targeting 《国际经济评论》(International Economic Review — 中国社会科学院主管、世界经济与政治研究所主办的双月刊, 1993 创刊, CN 11-3799/F) or deciding…brycewang-stanfordinterspeech-review-processUse when reasoning about how INTERSPEECH review actually works — area-based assignment inside ISCA's scientific program…brycewang-stanfordinterspeech-workflowUse when managing an INTERSPEECH project across the annual ISCA cycle — backward-planning from the late-February deadline through…brycewang-stanfordinv-016-e-mail-reviewWenn es um Internal Investigation: E-Mail Review in Internal Investigations Praxis geht: prüft Frist, Form, Zuständigkeit…Klotzketteinv-017-chat-reviewWenn es um Internal Investigation: Chat Review in Internal Investigations Praxis geht: prüft Frist, Form, Zuständigkeit…Klotzketteinventory-policySet inventory policy for an item class: segmentation, safety stock, and replenishment method. Use when asked to set safety stock…mohitagw15856invoice-review-narrativesWenn es um Invoice Review Narratives in Kanzlei-Mandant Lifecycle geht: prüft Frist, Form, Zuständigkeit, Rechtsweg und…Klotzketteio-review-processUse to understand how International Organization (IO) evaluates a manuscript — double-blind peer review, expert IR referees…brycewang-stanfordip-patent-analyzerPatent landscape analysis, IP strength assessment, freedom to operate reviewa5c-aiwritesipsn-review-processUse when reasoning about how an IPSN-lineage submission is evaluated, covering double-blind review, the per-track (IP / SPOTS)…brycewang-stanfordiros-author-responseUse when responding to IROS reviews given the traditional no-rebuttal model — pre-answering objections in the paper and video…brycewang-stanfordiros-camera-readyUse when preparing an accepted IROS paper for IEEE Xplore camera-ready — de-anonymization from the double-anonymous cycle…brycewang-stanfordiros-review-processUse when reasoning about IROS peer review — the PaperPlaza Associate-Editor/Editor pipeline, the traditional no-rebuttal…brycewang-stanfordiros-submissionUse when auditing an IROS paper for the PaperPlaza upload — author PINs and metadata, the content-page limit with references…brycewang-stanfordiros-workflowUse when planning an IROS project timeline from venue fit through the spring paper deadline, the separate video deadline, the…brycewang-stanfordisca-artifact-evaluationUse when preparing an accepted ISCA paper's artifact for evaluation under the ACM Review and Badging policy — scoping which…brycewang-stanfordisca-review-processUse when reasoning about how an ISCA submission is evaluated — the two-round review structure with December and February reviewer…brycewang-stanfordisca-workflowUse when planning a full ISCA campaign on a calendar — working back from the expected mid-November abstract and paper deadlines…brycewang-stanfordiso-implementation-guideISO 9001:2015 Quality Management System implementation skill with gap assessment and documentation templatesa5c-aiwritesisr-rebuttalUse when planning and drafting the response to an Information Systems Research (ISR) revise-and-resubmit — prioritizing the…brycewang-stanfordisr-review-processUse to understand how Information Systems Research (ISR) handles a submission — the EIC fit gate, the Senior-Editor-led process…brycewang-stanfordissta-artifact-evaluationUse when packaging an ISSTA tool, benchmark, and results for the artifact-evaluation track, covering the ACM badges (Artifacts…brycewang-stanfordissta-camera-readyUse when preparing an accepted ISSTA paper for the ACM Digital Library camera-ready, covering de-anonymization, the final ACM…brycewang-stanfordissta-review-processUse when explaining or planning around ISSTA peer review, covering double-anonymous reviewing, at least three PC reviews, the…brycewang-stanfordissta-submissionUse when auditing an ISSTA submission for HotCRP readiness, the 18-page (excluding references) limit, ACM sigconf plus review and…brycewang-stanfordissues-in-agricultural-economyUse when targeting 《农业经济问题》(Issues in Agricultural Economy — 中国农业经济学会与中国农业科学院农业经济与发展研究所主办、农业农村部主管的农经综合月刊, 1980 年创刊, 双向匿名、收审稿费…brycewang-stanforditcs-review-processUse to model the ITCS reviewing pipeline — a program committee plus external reviewers, conceptual-novelty weighting, lightweight…brycewang-stanforditcs-workflowUse to plan an ITCS campaign end to end on its single annual cycle — backward from the early-September deadline through the…brycewang-stanforditerate-prIterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until…sickn33j-rigSkill Refiner, the eval-guided improvement loop for SKILL.md files. Runs the bootstrap, score, propose, apply, and status cycle…jeremylongshorewritesjaar-review-processUse to understand how the Journal of the American Academy of Religion (JAAR) evaluates a manuscript — editor pre-screening for…brycewang-stanfordjaar-scholarly-positioningUse when positioning a Journal of the American Academy of Religion (JAAR) article in the scholarly conversation so it reads as a…brycewang-stanfordjaar-topic-selectionUse when deciding whether a project fits the Journal of the American Academy of Religion (JAAR) and how to frame it. JAAR's bar…brycewang-stanfordjacs-auUse when targeting JACS Au or deciding whether a chemistry manuscript fits this gold open-access, broad, high-quality sister…brycewang-stanfordjacs-referee-strategyUse when suggesting/excluding reviewers and pre-empting likely referee objections for a Journal of the American Chemical Society…brycewang-stanfordjae-review-processUse when anticipating or interpreting the Journal of Accounting and Economics (JAE) review process — the editor suitability…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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