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 28,838codex 6,583cursor 4,244copilot 1,341windsurf 73cline 44
CategoryAI & Agents 4,188Data & Analytics 3,152Code Review & Quality 1,857Backend & API 1,737Security 1,624Workflow & Productivity 1,614Documentation 1,361Design & Presentation 1,327Content & Marketing 1,213Testing & QA 1,074DevOps & Cloud 783Databases 735Frontend 623Business & Finance 447Media & Video 349Other 7,916
2,894 found
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daily-paper-generatorUse when the user asks to "generate daily paper", "search arXiv for EEG papers", "find EEG decoding papers", "review…brycewang-stanfordscriptsdual-axis-skill-reviewerReview skills in any project using a dual-axis method: (1) deterministic code-based checks (structure, scripts, tests, execution…BaggaT236scriptsedge-pipeline-orchestratorOrchestrate the full edge research pipeline from candidate detection through strategy design, review, revision, and export. Use…BaggaT236scriptsedge-strategy-reviewerCritically review strategy drafts from edge-strategy-designer for edge plausibility, overfitting risk, sample size adequacy, and…BaggaT236scriptsexa-searchWeb toolkit powered by Exa, tuned for scientific and technical content. Use this skill when the user needs to search the web or…BioTender-maxscriptsgeneral-counsel-advisorGeneral Counsel advisory for startups: contract review (MSA, SaaS, NDA, DPA, employment), IP strategy, term sheet decoding, and…alirezarezvaniscriptsgrok-delegateDelegate a coding task to the Grok Build CLI as a background implementer, then review its diff and land it yourself. Use this…amElnagdyscriptskimi-delegateDelegate a coding task to the Kimi Code CLI (`kimi`) as a background implementer, then review its diff and land it yourself. Use…amElnagdyscriptslight-software-copyrightPrepare China software copyright registration material drafts from a real software project: application-field worksheet…Light0305scriptsmentorGenerate an /insights-style HTML report across MANY of your agent coding sessions (Claude Code and OpenAI Codex): what you work…smixsscriptsobsidian-literature-workflowUse this skill when the user keeps paper notes inside an Obsidian project knowledge base and wants filesystem-first literature…brycewang-stanfordscriptsopencode-delegateDelegate a coding task to the OpenCode CLI as a background implementer, then review its diff and land it yourself. Use this…amElnagdyscriptsoutlook-emails-lawvableRead, search, and download emails and attachments from Microsoft Outlook via OAuth2. Use when the user asks to (1) check, read…lawve-aiscriptspaper-autoratersRun the four paper-quality autoraters from PaperOrchestra (arXiv:2604.05018, App. F.3) — Citation F1 (P0/P1 partition +…Ar9avscriptspi-delegateDelegate a coding task to the Pi coding agent CLI (`pi`) as a background implementer, then review its diff and land it yourself.…amElnagdyscriptspptxRead, edit, or create PowerPoint .pptx files. Trigger this skill whenever the user mentions a deck, slides, slide deck…opensquillascriptsqoder-delegateDelegate a coding task to the Qoder CLI (`qodercli`) as a background implementer, then review its diff and land it yourself. Use…amElnagdyscriptsscientific-schematicsCreate publication-quality scientific diagrams using Nano Banana 2 AI with smart iterative refinement. Uses Gemini 3.6 Flash for…K-Dense-AIwritesscriptsskillnetSearch, download, create, evaluate, and analyze reusable agent skills via SkillNet — the open skill supply chain for AI agents.…zjunlpscriptsstockbee-episodic-pivot-analyzerAnalyze Stockbee-style Day 1 Episodic Pivot candidates from earnings, guidance raises, M&A, FDA/regulatory approvals, analyst…BaggaT236scriptsstockbee-exhaustion-hammer-screenerScreen US stocks for Stockbee-style selling-exhaustion hammer setups using prior momentum, pullback depth, undercut/reclaim, long…BaggaT236scriptsstockbee-momentum-burst-screenerScreen US stocks for Stockbee-style short-term Momentum Burst setups using 4% breakout, dollar breakout, range expansion, volume…BaggaT236scriptsstockbee-setup-fluency-trainerBuild a Stockbee-style setup model book from momentum-burst screener candidates, then update 3-day and 5-day forward outcomes…BaggaT236scriptsvibe-delegateDelegate a coding task to the Mistral Vibe CLI (`vibe`) as a background implementer, then review its diff and land it yourself.…amElnagdyscriptsbinance-trading-signalOn-chain trading signals and custom signal strategy management on Binance Web3. Three signal (meme / fomo). Four scenario…binancescriptsbuild-evidence-mapBuild an auditable evidence map for a contested technical choice, research synthesis, proposal review, or consequential decision.…githubscriptsbio-chipseq-qcAssesses ChIP-seq quality across antibody specificity, fragmentation, enrichment, replicate concordance, and library complexity.…BioTender-maxscriptscopy-editingWhen the user wants to edit, review, or improve existing marketing copy. Also use when the user mentions 'edit this copy,'…alirezarezvaniscriptscustomer-discoveryDiscover all customers of a given company by scanning websites, case studies, review sites, press, social media, job postings…gooseworks-aiscriptsexa-searchWeb toolkit powered by Exa, tuned for scientific and technical content. Use this skill when the user needs to search the web or…K-Dense-AIscriptshtml-ppt-zhangzara-neo-grid-boldA designer's portfolio narrative for a senior interview — three case studies, the craft, and the judgment behind each. Built as a…nexu-ioscriptshtml-ppt-zhangzara-peoples-platformA public-transit funding proposal for a city council — ridership need, the plan, the risk controls, and the ask. Built as a…nexu-ioscriptshtml-ppt-zhangzara-stencil-tabletA workplace-safety compliance review for a manufacturing regulator — findings, the evidence chain, and the corrective mandate.…nexu-ioscriptslight-patent-disclosurePrepare evidence-backed patent invention disclosure materials for attorney or patent-agent review. Use when the user asks for…Light0305scriptsmdr-745-specialistEU MDR 2017/745 compliance specialist for medical device classification, technical documentation, clinical evidence, and…alirezarezvaniscriptsmesh-generationPlan and evaluate mesh generation for numerical simulations. Use when choosing grid resolution, checking aspect ratios/skewness…FreedomIntelligencewritesscriptsbio-phylo-modern-tree-inferenceBuild maximum likelihood phylogenetic trees using IQ-TREE2 and RAxML-NG with expert model selection, branch support assessment…BioTender-maxscriptsplan-work-itemsBreak a trusted implementation plan (or other provided context) into independently-grabbable, atomic work items, written to a…testdoublewritesscriptspost-code-review-to-prRun a full pull request review and post review comments directly to the current branch's GitHub PR. Requires the gh CLI to be…testdoublewritesscriptsqinyan-nature-review面向 Nature、Nature Communications 及高影响力期刊的可追溯投稿前评审技能。用于模拟同行评审、检查原创性与广泛意义、压力测试技术严谨性、核验主张—证据链、评估可重复性与表达清晰度,并生成带严重级别、证据指针和解决标准的审稿报告及交叉综…LeonChaoXscriptsquality-documentation-managerDocument control system management for medical device QMS. Covers document numbering, version control, change management, and 21…alirezarezvaniscriptsquality-manager-qmrSenior Quality Manager Responsible Person (QMR) for HealthTech and MedTech companies. Provides quality system governance…alirezarezvaniscriptsskill-architectExpert guide for designing and building high-quality skills from scratch through structured conversation. Use when someone wants…tech-leads-clubscriptsstata-table-builderBuild and review paper-ready regression, balance, and summary tables from Stata outputs. Use when the user needs a clean table…brycewang-stanfordscriptsugc-fixloopthe UGC fix-loop toolkit — surgically re-render a bad window/beat of a single-take UGC master (stitch_replacement.py, pure…gooseworks-aiscriptsbio-gatk-variant-callingVariant calling with GATK HaplotypeCaller following best practices. Covers germline SNP/indel calling, GVCF workflow for cohorts…FreedomIntelligencescriptsbio-metagenomics-visualizationVisualize metagenomic profiles using R (phyloseq, microbiome) and Python (matplotlib, seaborn). Create stacked bar plots…FreedomIntelligencescriptsbio-rna-quantification-count-matrix-qcQuality control and exploration of RNA-seq count matrices before differential expression. Check for outliers, batch effects, and…BioTender-maxscripts
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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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