Agent skills

Other 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
11,575 found
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genome-compareCompare your genome to George Church (PGP-1) and estimate ancestry composition via IBS and EM admixtureFreedomIntelligencescriptshugging-face-jobsRun workloads on Hugging Face Jobs with managed CPUs, GPUs, TPUs, secrets, and Hub persistence.sickn33scriptsillumina-bridgeImport DRAGEN-exported Illumina result bundles into ClawBio for local tertiary analysis and downstream routing.BioTender-maxscriptsmedia-processor提供基于 FFmpeg 和 ImageMagick 的多媒体处理能力，支持视频和图像的格式转换、分辨率调整、压缩等操作anbeimescriptsnumerical-stabilityAnalyze and enforce numerical stability for time-dependent PDE simulations. Use when selecting time steps, choosing…FreedomIntelligencewritesscriptsontology-mapperMap materials science terms, crystal structures, and sample descriptions to ontology classes and properties. Supports any…FreedomIntelligencewritesscriptspaper2xhs把学术论文 PDF 转成小红书多图帖（标题 + 正文 + 标签 + 封面 + 论文主图/主实验结果配图）。你主导设计的协调式：机械活（MinerU 解析 PDF、生成封面与配图、半自动发布）交给 scripts/…QuZhan51496writesscriptspymatgenMaterials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project integration…LeonChaoXscriptsrdkitCheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints…K-Dense-AIwritesscriptsscanning-input-validation-practicesScan for input validation vulnerabilities and injection risks. Use when reviewing user input handling. Trigger with 'scan input…jeremylongshorewritesscriptstooluniverse-gwas-snp-interpretationInterpret genetic variants (SNPs) from GWAS studies by aggregating evidence from multiple databases (GWAS Catalog, Open Targets…BioTender-maxscriptstooluniverse-systems-biologyComprehensive systems biology and pathway analysis using multiple pathway databases (Reactome, KEGG, WikiPathways, Pathway…BioTender-maxscriptsa4-eight-page-bookletUse A4 Eight Page Booklet 2.2 to create, write, repair, impose, and validate a printable A4 one-sheet eight-page mini book or…twhsiscriptsai-studio-imageGeracao de imagens humanizadas via Google AI Studio (Gemini). Fotos realistas estilo influencer ou educacional com iluminacao…sickn33scriptsarchaic-introgressionDetect Neanderthal and Denisovan introgression segments from modern human genomesBioTender-maxscriptscalculatorPerforms arbitrary-precision arithmetic calculations including addition, subtraction, multiplication, division, and exponents.…Code-and-Sortsscriptschina-weather使用中国国家级公开天气数据查询中国天气。支持国家气象中心/中央气象台 nmc.cn、中国气象局天气页面 weather.cma.cn、中国天气网 weather.com.cn 的公开天气信息，覆盖城市实况、7…valenovoscriptscommercial-forecasterUse when building a quarterly bookings forecast, ARR projection, pipeline forecast, NRR projection, or commit/best-case/pipe-only…alirezarezvaniscriptscommit-with-reflectionGit提交与调试反思报告生成技能。用于分析开发过程中的错误、调试步骤和解决方案,生成结构化的中文反思报告,并创建包含报告引用的Git提交。显式请求词:反思提交、智能提交、生成调试报告、commit with reflection。foryourhealth111-pixelscriptsdeepchemMolecular ML with diverse featurizers and pre-built datasets. Use for property prediction (ADMET, toxicity) with traditional ML…K-Dense-AIwritesscriptsdeeptoolsNGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), for…FreedomIntelligencescriptsdeeptoolsNGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), for…LeonChaoXscriptsdiff-visualizerRich downstream visualisation and reporting for bulk RNA-seq differential expression and scRNA marker/contrast outputs.BioTender-maxscriptsdifferentiation-schemesSelect and apply numerical differentiation schemes for PDE/ODE discretization. Use when choosing finite…FreedomIntelligencewritesscriptsdowntrend-duration-analyzerAnalyze historical downtrend durations and generate interactive HTML histograms showing typical correction lengths by sector and…BaggaT236scriptsetetoolkitAnalyze, manipulate, compare, annotate, and visualize phylogenetic or other hierarchical trees with ETE 4. Use for Newick/Nexus…K-Dense-AIwritesscriptsgaokao-expert资深高考命题专家助手,提供专业的命题指导和评审服务。适用于创作高考试题、评审试题质量、分析试卷结构、了解命题趋势等场景。结合文档工具提取解压文件,使用网络搜索了解当年最新命题趋势,使用分析工具评估题目质量和试卷结构。涵盖"一核四层四翼"评价体系、题型规范、评分…staruhubscriptsgenerating-trading-signalsGenerate trading signals using technical indicators (RSI, MACD, Bollinger Bands, etc.). Combines multiple indicators into…jeremylongshorewritesscriptshealth-trend-analyzer分析一段时间内健康数据的趋势和模式。关联药物、症状、生命体征、化验结果和其他健康指标的变化。识别令人担忧的趋势、改善情况，并提供数据驱动的洞察。当用户询问健康趋势、模式、随时间的变化或"我的健康状况有什么变化？"时使用。支持多维度分析（体重/BMI、症状、药物…FreedomIntelligencewritesscriptshugging-face-paper-publisherPublish and manage research papers on Hugging Face Hub. Supports creating paper pages, linking papers to models/datasets…sickn33scriptshuggingface-paper-publisherPublish and manage research papers on Hugging Face Hub. Supports creating paper pages, linking papers to models/datasets…waybarriosscriptshyperpod-cluster-debuggerDiagnose and remediate cluster-wide HyperPod (EKS or Slurm) problems — creation / deployment failures (CloudFormation, EFA health…awslabsscriptsima-knowledge-base通过 IMA OpenAPI 处理知识库任务。支持知识库内容搜索、命中详情查看、条目浏览、列出知识库、上传文件、导入网页。用户提到知识库、资料库、上传到知识库、导入网页、搜知识库时使用。countbot-aiscriptsima-notes通过 IMA OpenAPI 处理笔记任务。支持搜索笔记、读取笔记、列出笔记、新建笔记、追加笔记。用户提到笔记、备忘录、记一下、追加到某篇笔记时使用。countbot-aiscriptsjetson-packagePick Jetson-compatible containers, vLLM runtime images, and Jetson AI Lab PyPI indexes; maps Orin SM 8.7 vs Thor SM 11.0 and…NVIDIAscriptsmatchmsProcess, clean, compare, and search tandem mass spectra with matchms. Use for MS/MS file I/O, metadata harmonization, peak…K-Dense-AIwritesscriptsomics-target-evidence-mapperAggregate public target-level evidence across omics and translational sources for research triage.BioTender-maxscriptspair-trade-screenerStatistical arbitrage tool for identifying and analyzing pair trading opportunities. Detects cointegrated stock pairs within…BaggaT236scriptspymc-bayesian-modelingBayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posterior…foryourhealth111-pixelscriptspymc-bayesian-modelingBayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posterior…FreedomIntelligencescriptspymcBayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posterior…LeonChaoXscriptsref-downloaderUse when the user asks to batch-download academic PDFs with ref-downloader — either ALL references of one paper (Mode A: DOI or…ltczding-gifscriptsresearch-to-diagram深度调研主题并自动生成知识关系图谱PDF。接收研究主题后自动进行网络调研、信息收集、知识整理，最终生成专业的可视化关系图谱。适用于"研究...并做图"、"深度分析...并可视化"、"生成知识图谱"等场景。nexu-ioscriptssimulation-orchestratorOrchestrate multi-simulation campaigns including parameter sweeps, batch jobs, and result aggregation. Use for running parameter…FreedomIntelligencewritesscriptsdeltasciTwo-perspective co-reasoning for AI4Science hypothesis generation. Runs a structured 4-round dialogue between a domain scientist…bohelingscriptsslicing-code-contextSelects bounded, graph-informed source slices with Trailmark and delegates focused code analysis or patch-proposal work to a…trailofbitsscriptsstability-aiGeracao de imagens via Stability AI (SD3.5, Ultra, Core). Text-to-image, img2img, inpainting, upscale, remove-bg, search-replace.…sickn33scriptstooluniverse-antibody-engineeringComprehensive antibody engineering and optimization for therapeutic development. Covers humanization, affinity maturation…FreedomIntelligencescripts
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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.

Keep going
Collections, ranked →
Which skill collections are moving this week, from our own snapshots.
Open Source Radar →
The repositories behind these skills, watched daily.
The makers →
Who publishes the skills you install.
Startup rankings →
The companies building in the same ecosystem.