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
2,7372,784 · page 58 / 62
sigcomm-review-processUse when explaining or planning around ACM SIGCOMM peer review — double-blind HotCRP reviewing, the early-reject cut for…brycewang-stanfordsigcomm-workflowUse when planning an ACM SIGCOMM project timeline around the single yearly deadline — venue fit, evidence lock, abstract…brycewang-stanfordsiggraph-experimentsUse when designing or auditing the evaluation of a SIGGRAPH / TOG paper, covering head-to-head comparisons against the strongest…brycewang-stanfordsiggraph-review-processUse to model the SIGGRAPH / SIGGRAPH Asia Technical Papers review pipeline and calibrate expectations, covering the single…brycewang-stanfordsiggraph-writing-styleUse when structuring or revising a SIGGRAPH / TOG technical paper, covering the teaser figure, a results-first first page, the…brycewang-stanfordsigir-review-processUse when reasoning about how SIGIR evaluates submissions — the per-track OpenReview machinery, double-blind full/short review…brycewang-stanfordsigir-supplementaryUse when deciding what goes inside a SIGIR paper's page budget versus the cited repository — SIGIR counts appendices inside the…brycewang-stanfordsigmetrics-artifact-evaluationUse when packaging an ACM SIGMETRICS artifact for the ACM Artifact Review and Badging scheme (Artifacts Available, Evaluated…brycewang-stanfordsigmetrics-review-processUse when reasoning about how an ACM SIGMETRICS submission is evaluated, covering the hybrid conference-journal model…brycewang-stanfordsigmetrics-submissionUse when auditing an ACM SIGMETRICS submission for HotCRP readiness, covering the choice among the three rolling deadlines…brycewang-stanfordsimplify-codeReview a diff for clarity and safe simplifications, then optionally apply low-risk fixes.sickn33simplifyThis skill should be used when the user asks to "simplify", "clean up the diff", "run simplify", "simplify the changes", "review…fcakyonskill-checkValidate Claude Code skills against the agentskills specification. Catches structural, semantic, and naming issues before users…sickn33skill-curatorAutonomous skill lifecycle manager. Reviews skill-compounder drafts, promotes high-confidence patterns, merges duplicates…vibeevalskill-fusionFuse two skills from this library into one hybrid brief for a task that sits between them — the meta-skill. Use when a task…mohitagw15856skill-improverIteratively improve a Claude Code skill using the skill-reviewer agent until it meets quality standards. Use when improving a…sickn33slide-excellenceMulti-agent review for research presentation slides in the sewage-house-prices project (visual, econometric fidelity…brycewang-stanfordwritesslo-error-budgetDefine Service Level Objectives (SLOs) and an error budget policy for a service. Use when asked to write SLOs, define SLIs…mohitagw15856smart-commitRun quality gates, review staged changes for issues, and create a well-crafted conventional commit. Use when saying "commit"…rohitg00smj-rebuttalUse when drafting the response letter and revising a Strategic Management Journal (SMJ) manuscript after an R&R decision.…brycewang-stanfordsmj-review-processUse when interpreting the Strategic Management Journal (SMJ) review process and a decision letter, and planning the revision…brycewang-stanfordSnarky Tech Lead Code ReviewerA tech team lead persona that scrutinizes code with a sarcastic, derogatory tone, using lowercase and roasting the user in…ECNU-ICALKsnowflake-advanced-troubleshootingApply advanced Snowflake debugging with query profiling, spill analysis, lock contention, and performance deep-dives using…jeremylongshoresnowflake-debug-bundleCollect Snowflake debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing…jeremylongshoresocc-artifact-evaluationUse when packaging an ACM SoCC artifact for the ACM Artifact Review and Badging scheme (Artifacts Available, Evaluated Functional…brycewang-stanfordsocial-sellingWhen the user wants to sell through social media, optimize LinkedIn for sales, build DM sequences, or convert content engagement…tech-leads-clubsocs-theory-dialogueUse to build genuine dialogue with classic and contemporary sociological theory for 《社会学研究》 (Sociological Studies) — entering a…brycewang-stanfordsoctheory-review-processUse when you need to understand Sociological Theory (ST)'s double-anonymous peer review and interpret a decision letter focused…brycewang-stanfordsoctheory-topic-selectionUse when deciding whether an idea is a genuine theoretical problem and a fit for Sociological Theory (ST) rather than an…brycewang-stanfordsoctheory-workflowUse when deciding which soctheory-* sub-skill to invoke next, or when sequencing a Sociological Theory manuscript from…brycewang-stanfordsoda-author-responseUse when drafting the SODA (ACM-SIAM Symposium on Discrete Algorithms) rebuttal — the roughly three-day window between review…brycewang-stanfordsoda-review-processUse when reasoning about how a SODA (ACM-SIAM Symposium on Discrete Algorithms) submission is evaluated — the per-edition program…brycewang-stanfordsoft-screening-startupActivate for ANY startup evaluation, investment screening, or company assessment. Triggers include: "evaluate this startup"…davepoonsoftware-architectureGuide for quality focused software architecture. This skill should be used when users want to write code, design architecture…sickn33sop-meeting-prepPrepare an S&OP cycle readout that surfaces the demand-supply gaps and forces the three decisions the meeting must make. Use when…mohitagw15856sop-writerWrite a Standard Operating Procedure (SOP) for any operational task. Use when asked to write an SOP, standard operating…mohitagw15856sosp-artifact-evaluationUse when preparing a SOSP artifact for the post-acceptance evaluation run by the sysartifacts community, registering within days…brycewang-stanfordsosp-review-processUse when reasoning about how a SOSP submission is evaluated — double-blind HotCRP reviewing, staged review rounds…brycewang-stanfordsosp-supplementaryUse when deciding what belongs in a SOSP supplementary document versus the 12-page paper, packaging proofs, extended analyses…brycewang-stanfordsouth-china-journal-of-economicsUse when targeting 《南方经济》(South China Journal of Economics — 广东省社会科学院/广东经济学会主办的经济学月刊, 匿名审稿、不收版面费) or deciding whether a Chinese…brycewang-stanfordspeckit-checklistGenerate custom quality checklists for validating requirements completeness and clarity. Use to create unit tests for English…foryourhealth111-pixelspeckit-constitutionCreate or update project governing principles and development guidelines. Use at project start to establish code quality, testing…foryourhealth111-pixelspezial-review-sonderfall-und-edge-caseWenn es um Review: Sonderfall und Edge-Case-Prüfung in Plugin: Gewerblicher Rechtsschutz geht: prüft Frist, Form, Zuständigkeit…Klotzkettespq-literature-positioningUse when positioning a Social Psychology Quarterly (SPQ) manuscript against the literature so it reads as a contribution to…brycewang-stanfordspq-review-processUse to understand how Social Psychology Quarterly (SPQ) evaluates a manuscript — masked (blinded) review, the blinding check that…brycewang-stanfordss-lintQuick automated lint — detects common design system violations in secondsbitjaruwritesss-scoreScore a visual artifact's implementation quality 0-100 against its composed StyleSeed rule set — category breakdown, evidence…bitjaruwritesssc-abstract-keywordsUse when writing or fixing the abstract and keywords for 《中国社会科学》 (Social Sciences in China) — a 200–300 Chinese-character…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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