Agent skills

Skills for claude-code

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
62,644 found
2,5932,640 · page 55 / 1,306
fire-numberCompute a financial-independence (FIRE) target and years-to-reach with every assumption labeled as an assumption — plus a…mohitagw15856scriptsbio-systems-biology-flux-balance-analysisPerform flux balance analysis (FBA) and flux variability analysis (FVA) on genome-scale metabolic models using COBRApy. Predict…BioTender-maxscriptsbio-copy-number-focal-amplification-ecdnaResolve the architecture of focal oncogene amplifications — extrachromosomal DNA (ecDNA), breakage-fusion-bridge (BFB) cycles…BioTender-maxscriptsbio-atac-seq-footprintingDetect transcription factor binding footprints in ATAC-seq using TOBIAS, HINT-ATAC, Wellington, or scprinter. Use when…BioTender-maxscriptsforgecad-reconstruct-from-imagesReconstruct a real parametric ForgeCAD object from reference images by using images as evidence, not as a one-view facade.ForgeCADscriptsform-croWhen the user wants to optimize any form that is NOT signup/registration — including lead capture forms, contact forms, demo…alirezarezvaniscriptsbio-free-energy-calculationsPerforms alchemical free-energy calculations including relative binding free energy (RBFE / FEP+) and absolute binding free…BioTender-maxscriptsfreelance-rateDerive a freelance day/hourly rate backwards from target income, honest billable utilization, overhead, and the self-employment…mohitagw15856scriptsfund-operationsCompute fund KPIs (TVPI, DPI, IRR, MOIC), model carried interest and management fees, and generate LP quarterly update…davepoonscriptsfunding-signal-monitorMonitor web sources for Series A-C funding announcements. Aggregates signals from TechCrunch, Crunchbase (via web search)…gooseworks-aiscriptsbio-copy-number-gatk-cnvCall copy number variants with the GATK best-practices workflows — the somatic CNV pipeline (CollectReadCounts, DenoiseReadCounts…BioTender-maxscriptspodcast-generator用火山引擎 Podcast AI 模型生成中文双人对话播客。当用户要把文章、报告、话题文本转成播客音频、生成对话式音频内容时使用,需要环境具备火山引擎 APP_ID 和 ACCESS_KEY。支持…staruhubscriptsbio-systems-biology-gene-essentialityPerform in silico gene knockout analysis and synthetic lethality screens using COBRApy single and double deletions. Predict…BioTender-maxscriptsbio-comparative-genomics-gene-family-evolutionModel gene-family birth-death dynamics across a species tree using CAFE5 (Mendes et al 2020 Bioinformatics 36:5516…BioTender-maxscriptsbio-expression-matrix-gene-id-mappingConvert between gene identifier systems including Ensembl, Entrez, HGNC symbols, and UniProt. Use when mapping IDs for pathway…BioTender-maxscriptsbio-comparative-genomics-gene-tree-species-tree-reconciliationReconcile gene trees against a species tree under probabilistic models of duplication, transfer, and loss (DTL) using ALE…BioTender-maxscriptsgenerate-imageGenerate or edit images with AI models through the OpenRouter Image API (Gemini, FLUX, Seedream, Recraft, GPT-Image). Use for…K-Dense-AIwritesscriptsgenerate-imageGenerate or edit images with AI models through the OpenRouter Image API (Gemini, Seedream, Recraft, GPT-Image, Riverflow). Use…K-Dense-AIwritesscriptsgenerate-imageGenerate, edit, or batch-create SEO, marketing, social, and document images with Gemini or OpenAI through the repository-owned…tsingyuaiscriptsbio-workflows-genome-assembly-pipelineEnd-to-end genome assembly workflow from reads to polished assembly with QC. Supports short reads (SPAdes), long reads (Flye)…BioTender-maxscriptsbio-comparative-genomics-genome-distance-and-species-delineationCompute genome-to-genome distances (ANI, AAI, dDDH, k-mer Mash) and assign taxonomic classifications using skani (Shaw 2023)…BioTender-maxscriptsbio-phasing-imputation-genotype-imputationImpute missing genotypes using reference panels with Beagle or Minimac4. Use when increasing variant density for GWAS…BioTender-maxscriptsgeo-review-htmlRender an interactive, self-contained HTML companion for a GEO content brief (04-content-brief) or a publish-ready draft…ViryaZhengscriptsbio-copy-number-germline-cnv-interpretationClassify constitutional (germline) copy number variants for clinical reporting using the 2019 ACMG/ClinGen technical standards…BioTender-maxscriptsgh-address-commentsAddress review and issue comments on the open GitHub PR for the current branch using gh CLI. Use when user says "address PR…tech-leads-clubscriptsgh-fix-ciUse when a user asks to debug or fix failing GitHub PR checks that run in GitHub Actions. Uses `gh` to inspect checks and logs…tech-leads-clubscriptsbio-clinical-databases-gnomad-frequenciesQueries gnomAD v4 (807k samples), v3, v2.1.1, and constraint metrics with grpmax FAF95, bottleneck-group exclusion, LOEUF…BioTender-maxscriptsgoal-setterDraft, audit, or activate a compact /goal when the user asks for a persistent objective or wants Codex to work until a verifiable…gotalabscriptsgoogle-ad-scraperScrape competitor ads from Google Ads by domain. Returns ad creatives, formats, and campaign details. Use for competitive ad…gooseworks-aiscriptsguideline-writingGuideline-authoring craft for instruction SoTs (.claude/ guides, CLAUDE.md, plan files) — operative rules vs recital…alfadur7scriptsbio-workflows-gwas-pipelineEnd-to-end GWAS workflow from VCF to association results. Covers PLINK QC, population structure correction, and association…BioTender-maxscriptshacker-news-scraperSearch Hacker News stories and comments using the free Algolia API. No Apify token needed. Use when you need to find HN…gooseworks-aiscriptsbio-phasing-imputation-haplotype-phasingPhase genotypes into haplotypes using Beagle or SHAPEIT. Resolves which alleles are inherited together on each chromosome. Use…BioTender-maxscriptshard-screening-startupDeterministic Python-scored startup screening with full audit trail. Use when you need a reproducible, weighted-score verdict on…davepoonscriptshf-cloud-serving-image-selectionPick the right serving container for a SageMaker model deployment and find its current image URI. Use this skill whenever about…waybarriosscriptsbio-comparative-genomics-hgt-detectionDetect horizontal gene transfer (HGT / LGT) using compositional methods (GC%, codon usage, tetranucleotide z-scores via SIGI-HMM…BioTender-maxscriptsbio-workflows-hic-pipelineEnd-to-end Hi-C analysis workflow from contact pairs to compartments, TADs, and loops. Covers cooler matrices, cooltools…BioTender-maxscriptsbio-genome-assembly-hifi-assemblyHigh-quality genome assembly from PacBio HiFi reads using hifiasm with phasing support. Use when building reference-quality…BioTender-maxscriptsbio-read-alignment-hisat2-alignmentAlign RNA-seq reads with HISAT2, a memory-efficient splice-aware aligner. Use when STAR's memory requirements are too high or for…BioTender-maxscriptsbio-crispr-screens-hit-callingCross-method decision tree for calling hits in pooled CRISPR screens. Catalogs statistical models (MAGeCK RRA, MAGeCK MLE…BioTender-maxscriptshosted-agentsThis skill should be used when designing hosted or background agent infrastructure: sandboxed execution, remote coding…guanyangscriptshttp-request发起 HTTP 网络请求,支持 GET、POST、PUT、DELETE、PATCH 方法。当用户需要调用 API、获取网页内容、发送数据到服务器时使用。EXboysscriptshv-analysis横纵分析法(Horizontal-Vertical Analysis)深度研究Skill。由数字生命卡兹克提出,融合了索绪尔的历时-共时分析、社会科学的纵向-横截面研究设计、商学院案例研究法与竞争战略分析的核心思想。…KKKKhazixscriptshyperpod-performance-debuggerDiagnose performance issues on Amazon SageMaker HyperPod clusters — uneven NCCL bandwidth across nodes and poor filesystem…awslabsscriptshyperpod-slurm-debuggerDiagnostic-only skill for Slurm scheduler and node-daemon issues on Amazon SageMaker HyperPod Slurm clusters. Scope mirrors the…awslabsscriptsimage-generationImplement AI image generation capabilities using the z-ai-web-dev-sdk. Use this skill when the user needs to create images from…jjyaoaoscriptsbio-workflows-imc-pipelineEnd-to-end imaging mass cytometry workflow from raw acquisitions to spatial cell analysis. Orchestrates image preprocessing…BioTender-maxscriptsbio-phasing-imputation-imputation-qcQuality control of phasing and imputation results. Filter by INFO scores, assess accuracy, and prepare imputed data for…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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