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
2,6892,736 · page 57 / 62
rof-review-processUse when interpreting Review of Finance desk screening, Screen Reports, double-blind review, top-three-finance-journal referee…brycewang-stanfordrof-topic-selectionUse when judging whether a finance idea clears the Review of Finance (RoF) general-interest bar before any estimation or modeling…brycewang-stanfordrof-workflowUse when deciding which rof-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal…brycewang-stanfordrof-writing-styleUse when revising a Review of Finance manuscript for a 150-word abstract, double-blind wording, Chicago-style references…brycewang-stanfordroot-cause-analysisPerforms systematic root cause analysis to identify the true source of bugs, errors, and unexpected behavior through structured…rohitg00rss-artifact-evaluationUse when packaging the artifacts behind an RSS (Robotics: Science and Systems) paper — code, trained policies, trial ledgers…brycewang-stanfordrss-review-processUse when explaining or strategizing around RSS (Robotics: Science and Systems) peer review — the double-blind OpenReview…brycewang-stanfordrt-simulated-refereeUse to rehearse peer review before submitting — a calibrated Associate Editor desk-screen plus 2–3 distinct-lens referees for the…brycewang-stanfordrt-workflowUse to sequence a manuscript across venues — which cross-journal toolkit skill to invoke next, from picking a target journal…brycewang-stanfordruff-recursive-fixRun Ruff checks with optional scope and rule overrides, apply safe and unsafe autofixes iteratively, review each change, and…githubrunway-debug-bundleRunway debug bundle \u2014 AI video generation and creative AI platform.\n\ Use when working with Runway for video generation…jeremylongshorewritessalesforce-advanced-troubleshootingApply Salesforce advanced debugging with debug logs, SOQL query plans, and EventLogFile analysis. Use when standard…jeremylongshoresalesforce-sdk-patternsApply production-ready Salesforce jsforce patterns for TypeScript and Python. Use when implementing Salesforce integrations…jeremylongshorewritessanta-methodMulti-agent adversarial verification with convergence loop. Two independent review agents must both pass before output ships.mturacscholar-evaluationApply the ScholarEval framework to systematically evaluate scholarly work across quality dimensions (novelty, rigor…brycewang-stanfordwritessci-cover-letterUse when writing the editor-facing cover letter for Science (AAAS) — a tight, significance-forward pitch, not a summary, that…brycewang-stanfordscientific-critical-thinkingEvaluate research rigor. Assess methodology, experimental design, statistical validity, biases, confounding, evidence quality…brycewang-stanfordwritesscientific-figure-generatorSkill for generating publication-quality scientific figuresa5c-aiwritesliterature-reviewSystematic literature-review workflow for academic, biomedical, technical, and scientific topics, including search planning…mturacscholar-evaluationStructured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation…mturacscientify-write-review-paperWrite literature reviews and survey papers from collected papersbrycewang-stanfordscoping-review-guideScoping review methodology for broad evidence mappingbrycewang-stanfordscoring-checksAdd a new deterministic scoring check in src/scoring/checks/ that evaluates config quality. Follows the Check[] return pattern…caliber-ai-orgsdlc_technical_report_reviewerReviews specific chapters of a product accountability report against a provided SDLC structure, evaluating adherence, logical…ECNU-ICALKsds-gel-reviewReview SDS-PAGE or protein purification gel images using DNA sequence, protein sequence, base-pair length, expected protein size…BioTender-maxSearch Result Quality EvaluationEvaluate search result snippets (red box) against a query to determine relevance, highlighting accuracy, and assign a quality…ECNU-ICALKself-evalHonestly evaluate AI work quality using a two-axis scoring system. Use after completing a task, code review, or work session to…alirezarezvaniself-reviewWrite a performance self-review that's specific, evidenced, and balanced. Use when asked to write a self-review, self-assessment…mohitagw15856sensys-review-processUse when interpreting SenSys's two-deadline, self-contained review model — what a first-deadline outcome means, that a reject may…brycewang-stanfordseo-content-auditorAnalyzes provided content for quality, E-E-A-T signals, and SEO best practices. Scores content and provides improvement…sickn33SEO Content Generator for Packers and MoversGenerates high-quality, SEO-optimized website content sections (Why Choose Us, About Us, Services, Testimonials, FAQs) for moving…ECNU-ICALKseo-localLocal SEO analysis covering Google Business Profile optimization, NAP consistency, citation health, review signals, local schema…Infrasity-Labsseo-pageDeep single-page SEO analysis covering on-page elements, content quality, technical meta tags, schema, images, and performance.…Infrasity-Labsseo-pageDeep single-page SEO analysis covering on-page elements, content quality, technical meta tags, schema, images, and performance.…sickn33writesseo_product_review_with_spec_updatesGenerates structured, SEO-friendly product reviews with section-by-section breakdowns, bulleted pros/cons, and a strict 50-word…ECNU-ICALKserpapi-debug-bundleCollect SerpApi debug diagnostics: account status, recent searches, and error logs. Use when troubleshooting SerpApi issues…jeremylongshoresession-guardUse when working on complex multi-step tasks, when a session is getting long (40+ tool calls), when the agent starts ignoring…wshobsongsd:set-profileSwitch model profile for GSD agents (quality/balanced/budget/inherit)davepoonwritessetup-pre-commitSet up Husky pre-commit hooks with lint-staged (Prettier), type checking, and tests in the current repo. Use when user wants to…stevesolunseverance-agreement-decoderDecode a severance agreement before you sign it — what you're giving up, what's negotiable, and the deadlines that decide your…mohitagw15856sf-literature-positioningUse when positioning a Social Forces (SF) manuscript against the literature so it reads as a contribution to a general…brycewang-stanfordsf-review-processUse to understand how Social Forces (SF) evaluates a manuscript — double-anonymized review via ScholarOne, what expert reviewers…brycewang-stanfordshellcheck-configurationMaster ShellCheck static analysis configuration and usage for shell script quality. Use when setting up linting infrastructure…sickn33gsd:shipCreate PR, run review, and prepare for merge after verification passesdavepoonwritesshipTake the current branch from done-coding to merge-ready in one pass — review the diff against AGENTS.md, deslop, commit and push…millioncoshopify-review-triageUse this skill when someone wants public Shopify App Store reviews, low-star reviews, or merchant feedback triaged, prioritized…githubshopify-review-triageTurn public 1-3-star Shopify App Store review rows into a P0-P3 triage brief: incident risk, repeated friction, pricing…sickn33siam-reviewUse when targeting SIAM Review (SIAM Rev.) or deciding whether an applied- or computational-mathematics manuscript fits this…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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