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
2,2572,304 · page 48 / 62
mlsys-experimentsUse when designing or auditing the evaluation of an MLSys paper, selecting representative workloads and hardware, tuning…brycewang-stanfordmlsys-review-processUse when reasoning about how MLSys peer review works, covering the OpenReview workflow, the mixed ML-and-systems reviewer pool…brycewang-stanfordmobicom-review-processUse when reasoning about where a MobiCom paper sits in the two-round review process — the early-reject cut after round one, the…brycewang-stanfordmobicom-workflowUse when planning a MobiCom campaign across the rolling two-deadlines-per-year calendar — deciding which round to target and…brycewang-stanfordmobisys-review-processUse when explaining or planning around MobiSys peer review — the two-round process with an early-reject cut after round 1, the…brycewang-stanfordmobisys-workflowUse when planning a MobiSys project timeline backward from the single early-December paper deadline through registration…brycewang-stanfordmodel-selection-advisorChoose the right LLM for a task by trading off quality, cost, latency, and constraints. Use when asked which model to use…mohitagw15856modern-economic-researchUse when targeting 《现代经济探讨》(Modern Economic Research — 江苏省社会科学院主管主办的综合性经济理论月刊, 1982 年创刊, 匿名审稿、不收版面费) or deciding whether a…brycewang-stanfordmodern-economic-scienceUse when targeting 《当代经济科学》(Modern Economic Science — 教育部主管、西安交通大学主办的综合性经济学双月刊, 1979 年创刊, 双向匿名审稿、不收版面费) or deciding whether a…brycewang-stanfordmodern-financial-researchUse when targeting 《现代金融研究》(Modern Financial Research — 中国工商银行与中国现代金融学会主办、2024 年由《金融论坛》改为现名、不收任何费用、仅邮箱投稿) or deciding whether a…brycewang-stanfordModern Node.js Code OptimizationRefactor and optimize Node.js code to utilize the latest ECMAScript (ES) and ESM features, and replace outdated packages with…ECNU-ICALKmonthly-business-reviewWenn es um Monthly Business Review in Kanzlei-Mandant Lifecycle geht: prüft Frist, Form, Zuständigkeit, Rechtsweg und…Klotzkettemsom-review-processUse to understand how Manufacturing & Service Operations Management (M&SOM) review and decisions work — the author-routed…brycewang-stanfordmulti-agent-brainstormingSimulate a structured peer-review process using multiple specialized agents to validate designs, surface hidden assumptions, and…sickn33multi-agent-task-orchestratorRoute tasks to specialized AI agents with anti-duplication, quality gates, and 30-minute heartbeat monitoringsickn33multilingual-scoreScore localized content quality. Use when: checking translation accuracy, cultural adaptation, or voice preservation.indranilbanerjeemusic-theory-spectrumUse when targeting Music Theory Spectrum or deciding whether a music-theory manuscript fits this venue. Encodes the journal's…brycewang-stanfordmw-literature-review用于撰写或修改《管理世界》稿件的文献综述章节,建立国际脉络—本土研究—本文位置的三层对话式结构。Use when…brycewang-stanfordnaacl-author-responseUse when writing the ARR author response for a paper headed to NAACL — deciding which reviewer objections to spend the window on…brycewang-stanfordnaacl-review-processUse when reasoning about how a NAACL decision actually gets made — the division of labor between ACL Rolling Review (reviews…brycewang-stanfordnankai-business-reviewUse when targeting 《南开管理评论》(Nankai Business Review) — a top Chinese business-school journal for strategy, organizational…brycewang-stanfordnapari-image-viewerInteractive viewer for microscopy. Displays 2D/3D/4D arrays as Image, Labels, Points, Shapes, Tracks layers; supports annotation…BioTender-maxnarrative-registryUse when the user asks to record/query the brand narrative canon, tagline, message hierarchy, voice/naming rules, or a canon…aaron-he-zhunational-science-reviewUse when targeting National Science Review (NSR) or deciding whether a multidisciplinary manuscript fits China's flagship…brycewang-stanfordnature-reviews-chemistryUse when targeting Nature Reviews Chemistry (Nat Rev Chem) or deciding whether a chemistry review proposal fits this…brycewang-stanfordnature-reviews-clinical-oncologyUse when targeting Nature Reviews Clinical Oncology or deciding whether a clinical-oncology review or perspective fits this…brycewang-stanfordnature-reviews-drug-discoveryUse when targeting Nature Reviews Drug Discovery (Nat. Rev. Drug Discov.) or deciding whether a drug-discovery review or analysis…brycewang-stanfordnature-reviews-earth-and-environmentUse when targeting Nature Reviews Earth & Environment (Nat. Rev. Earth Environ.) or deciding whether a review-type Earth or…brycewang-stanfordnature-reviews-materialsUse when targeting Nature Reviews Materials (Nat Rev Mater) or deciding whether a materials review proposal fits this…brycewang-stanfordnature-reviews-physicsUse when targeting Nature Reviews Physics (Nat Rev Phys) or deciding whether a review proposal across any area of physics fits…brycewang-stanfordnbr-china-contextUse to contextualize theory for 《南开管理评论》 (Nankai Business Review) — showing how the China context changes construct meanings…brycewang-stanfordnbr-discussion-contributionUse to write the discussion section for 《南开管理评论》 (Nankai Business Review) so it loops back to the introduction's gap and advances…brycewang-stanfordnbr-experimentUse for experimental studies submitted to 《南开管理评论》 (Nankai Business Review) — design (between/within, scenario/vignette…brycewang-stanfordnbr-fit-positioningUse to judge whether a manuscript fits 《南开管理评论》 (Nankai Business Review) before investing in revision, and to re-route off-fit…brycewang-stanfordnbr-hypothesis-developmentUse to develop hypotheses for 《南开管理评论》 (Nankai Business Review) so each is backed by an explicit theoretical mechanism, not…brycewang-stanfordnbr-measurementUse for measurement rigor in 《南开管理评论》 (Nankai Business Review) survey studies — reliability (Cronbach's α, composite…brycewang-stanfordnbr-rebuttalUse to draft the revise-and-resubmit (R&R) response letter for 《南开管理评论》 (Nankai Business Review) — addressing reviewer concerns…brycewang-stanfordnbr-submissionUse for the pre-submission preflight to 《南开管理评论》 (Nankai Business Review) — checking abstract/keyword limits, manuscript length…brycewang-stanfordnbr-workflowUse when deciding which nbr-* sub-skill to invoke next, or when sequencing manuscript work from fit judgment through rebuttal for…brycewang-stanfordndss-review-processUse when interpreting where an NDSS submission stands — the two-round pipeline inside each cycle, the early reject with Round-1…brycewang-stanfordnestjs-patternsNestJS architecture patterns for modules, controllers, providers, DTO validation, guards, interceptors, config, and…mturacneurips-review-processUse when explaining or diagnosing the NeurIPS main-track review process, including OpenReview, reviewer and AC roles…brycewang-stanfordneurips-workflowUse when planning and sequencing a full NeurIPS manuscript workflow from topic and track selection through writing, the mandatory…brycewang-stanfordnew-skillScaffold a new brooks-lint analysis skill so it passes `npm run validate` and `npm run evals` on the first try — generates…hyhmrrightnewms-review-processUse when anticipating how a New Media & Society (NM&S) manuscript will be judged — anonymous (double-anonymized) peer review…brycewang-stanfordnewsletter-monetization-plannerUse when the user asks to "monetize my newsletter", "build a sponsorship rate card", or "model paid-subscription revenue"…aaron-he-zhunode-inspect-debuggerDebug Node.js with node inspect, --inspect, breakpoints, CDP, heap, and CPU profiles.Health-Yangnode-inspect-debuggerDebug Node.js via --inspect + Chrome DevTools Protocol.HezaoHezaowrites
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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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