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
1,9692,016 · page 42 / 62
icassp-review-processUse when reasoning about ICASSP peer review — the IEEE Signal Processing Society technical-committee pipeline, EDICS-based…brycewang-stanfordicassp-supplementaryUse when deciding what goes in the four ICASSP pages versus a public release, given that ICASSP has no reviewed appendix —…brycewang-stanfordicassp-workflowUse when planning an ICASSP project timeline — the annual clock from venue fit through the September paper deadline, single-blind…brycewang-stanfordiccv-author-responseUse when ICCV reviews arrive and the one-page rebuttal must be drafted inside the one-week May window, covering the official…brycewang-stanfordiccv-review-processUse when reasoning about ICCV's review pipeline and where authors have leverage, covering the March-to-June OpenReview timeline…brycewang-stanfordicde-review-processUse when explaining or planning around IEEE ICDE peer review: the two-round-per-edition structure, area-chair-coordinated…brycewang-stanfordiclr-author-responseUse when drafting ICLR OpenReview author discussion replies, revision notes, public comments, restricted comments, and responses…brycewang-stanfordiclr-review-processUse when explaining or planning around the ICLR review process, including OpenReview public review, AC/SAC roles, reviewer…brycewang-stanfordiclr-writing-styleUse when revising an ICLR manuscript for learning-representation framing, OpenReview readability, contribution clarity…brycewang-stanfordicml-review-processUse when explaining or diagnosing the ICML review process, including OpenReview, reciprocal reviewing, reviewer/AC behavior…brycewang-stanfordicml-workflowUse when planning or sequencing an ICML manuscript workflow end to end - from topic selection and drafting through OpenReview…brycewang-stanfordicra-camera-readyUse when converting an accepted ICRA paper into its final form — the 8-page total limit including references, de-anonymization…brycewang-stanfordicra-review-processUse when explaining or strategizing around ICRA's review pipeline — the RAS Conference Editorial Board of Editors and Associate…brycewang-stanfordicra-submissionUse when auditing an ICRA paper for upload — PaperPlaza account and metadata, the 6-page-plus-2-reference-page limit, IEEE…brycewang-stanfordicra-workflowUse when planning an ICRA submission calendar end to end — the September paper deadline, the two video-attachment windows, winter…brycewang-stanfordicse-author-responseUse when drafting an ICSE author response or executing a Major Revision, covering criterion-targeted replies to research-track…brycewang-stanfordicse-review-processUse when reasoning about how an ICSE research-track submission is evaluated, covering double-anonymous PC review, the four posted…brycewang-stanfordicse-supplementaryUse when deciding what goes into the 10-page body versus the replication package of an ICSE research-track submission, covering…brycewang-stanfordicsme-review-processUse when reasoning about how an IEEE ICSME research submission is evaluated, covering double-anonymous review, the early-decision…brycewang-stanfordidea-discoveryWorkflow 1: Full idea discovery pipeline. Orchestrates research-lit → idea-creator → novelty-check → research-review to go from a…brycewang-stanfordwritesidea-discovery-robotWorkflow 1 adaptation for robotics and embodied AI. Orchestrates robotics-aware literature survey, idea generation, novelty…brycewang-stanfordwritesidentifyDesign or review identification strategy for the sewage-house-prices project. Produces strategy memos with estimand, assumptions…brycewang-stanfordwritesideogram-debug-bundleCollect Ideogram debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing…jeremylongshoreieeesp-camera-readyUse when converting an IEEE S&P (Oakland) acceptance into a final paper, including working the shepherd against the draft…brycewang-stanfordieeesp-review-processUse when reasoning about IEEE S&P (Oakland) peer review, including the rounds inside each cycle, early-reject notices, the…brycewang-stanfordiep-504-meeting-kitWalk into an IEP or 504 meeting prepared and effective — the process decoded in plain language, the parent-input statement that…mohitagw15856ier-literature-positioningUse when staking an International Economic Review (IER) manuscript's contribution against the frontier and against sibling…brycewang-stanfordier-rebuttalUse when an International Economic Review (IER) decision letter or referee report needs a response strategy and a revision plan.…brycewang-stanfordier-referee-strategyUse when anticipating referee objections before submitting an International Economic Review (IER) manuscript, or when reading the…brycewang-stanfordier-theory-modelUse when the model is the contribution for an International Economic Review (IER) manuscript and its assumptions, results, or…brycewang-stanfordier-topic-selectionUse when deciding whether a question is broad and rigorous enough for an International Economic Review (IER) manuscript, and…brycewang-stanfordier-workflowUse when deciding which ier-* sub-skill to invoke next, or when sequencing manuscript work from topic through rebuttal for an…brycewang-stanfordier-writing-styleUse when an International Economic Review (IER) manuscript's prose, intro, or abstract does not land for a rigor-leaning, broad…brycewang-stanfordigv-genome-browserIGV integration skill for interactive genome visualization and reviewa5c-aiwritesijcai-author-responseUse when drafting IJCAI or IJCAI-ECAI author responses under the official one-page template, concise-response guidance…brycewang-stanfordijcai-review-processUse when explaining or planning around IJCAI or IJCAI-ECAI two-phase review, summary rejection, PC/SPC/AC/SAC roles, author…brycewang-stanfordijoc-review-processUse when calibrating expectations for the INFORMS Journal on Computing (IJOC) review cycle — the Area-Editor desk-reject gate…brycewang-stanfordimage-enhancerImproves the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity. Perfect for preparing…davepoonimage-enhancerImproves the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity. Perfect for preparing…ECNU-ICALKimage-enhancerImprove image and screenshot quality by enhancing resolution, sharpness, and clarity for professional presentations and…nexu-ioimage-enhancerImproves the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity. Perfect for preparing…Prat011imc-author-responseUse when drafting ACM IMC author responses, covering the initial-review rebuttal and — distinctively — the One-Shot-Revision…brycewang-stanfordimc-review-processUse when reasoning about how an ACM IMC submission is evaluated, covering double-blind multi-round review, the Accept /…brycewang-stanfordimf-economic-reviewUse when targeting IMF Economic Review or deciding whether an international macro / finance manuscript fits this venue. Encodes…brycewang-stanfordimfer-literature-positioningUse when the contribution of an IMF Economic Review (IMFER) manuscript relative to the international-macro frontier and the…brycewang-stanfordimfer-rebuttalUse when an IMF Economic Review (IMFER) R&R or decision letter arrived and you need a response-letter strategy for a dual…brycewang-stanfordimfer-referee-strategyUse when anticipating the objections a dual academic/policy IMF Economic Review (IMFER) referee will raise, so a manuscript…brycewang-stanfordimfer-robustnessUse when an IMF Economic Review (IMFER) manuscript's headline cross-country estimate must be shown to survive specification…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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