Agent skills

Every agent skill, in one place

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.

26,378
Skills catalogued
660
Source repositories
16
Categories
6
Tools covered
Browse by what you need
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
63,768 skills
2,7852,832 · page 59 / 1,329
monte-carlo-validation-notebookGenerates SQL validation notebooks for dbt PR changes with before/after comparison queries.sickn33scriptsbio-chipseq-motif-analysisDiscovers de novo motifs and tests known motif enrichment in ChIP-seq, ATAC-seq, or other peak sequences using HOMER, MEME-ChIP…BioTender-maxscriptsbio-clinical-databases-msi-detectionCalls microsatellite instability from WES/WGS/targeted-panel with MSIsensor, MSIsensor-pro, MSIsensor-ct (panel-aware), MSIngs…BioTender-maxscriptsmulti-agent-patternsThis skill should be used when designing multi-agent systems that need context isolation, supervisor or swarm coordination…guanyangscriptsmyagents-memory-gardener仅当系统或用户明确指定完整名称 `myagents-memory-gardener` 时使用; 不要根据任务语义或相似表述自行触发。hAcKlycscriptsbio-clinical-databases-myvariant-queriesQueries myvariant.info BioThings aggregator for ClinVar, gnomAD, dbSNP, dbNSFP, COSMIC, CADD, and CIViC annotations in batched…BioTender-maxscriptsnamecheapManage DNS records for domains registered with Namecheap via their API. List domains, view/add/update/remove DNS host entries (A…githubscriptsnano-bananaGenerate or edit images via Nano Banana image models. Triggers on "generate image", "image generation", "nano banana", "edit…nexu-ioscriptsnano-banana-one-shopAll-in-one image generation with Gemini models. Supports Nano Banana (3.1 Flash), Nano Banana Pro (3 Pro), and Nano Banana 2 (2.5…nexu-ioscriptsnano-banana-pro-openrouterGenerate or edit images via OpenRouter with the Gemini 3 Pro Image model. Use for prompt-only image generation, image edits, and…githubscriptsnano-banana-pro-openrouterDeterministic OpenRouter image generation adapter for Nano Banana Pro / Gemini image models. Use as skill_exec when a meta-skill…opensquillascriptsnanobanana-skillGenerate or edit images via Google Gemini (nanobanana). This is the DEFAULT image skill — use whenever the user asks to generate…feiskyerwritesscriptsnasdaq-dataScraper de datos de Nasdaq.com via API REST interna: cotizaciones, short interest, financials, institutional holdings, opciones…gauss314scriptsbio-workflows-neoantigen-pipelineEnd-to-end neoantigen discovery from somatic variants to ranked vaccine candidates. Integrates HLA typing, MHC binding…BioTender-maxscriptsnewsletter-sponsorship-finderFind newsletters relevant to a target audience/industry for sponsorship opportunities. Discovers newsletters through web search…gooseworks-aiscriptsbio-expression-matrix-normalizationNormalize and transform RNA-seq count matrices for differential expression, visualization, and clustering. Covers between-sample…BioTender-maxscriptsnowait-reasoning-optimizerImplements the NOWAIT technique for efficient reasoning in R1-style LLMs. Use when optimizing inference of reasoning models (QwQ…foryourhealth111-pixelscriptsobsidian-graph-viewRender Obsidian-style weighted graph views from book JSON, keyword indexes, TOCs, card data, or node-link data. Use when the user…twhsiscriptsobsidian-rest-apiCall the Obsidian Local REST API directly (over HTTP) for vault operations the mcp__obsidian__* tools do NOT expose — move/rename…davepoonscriptsoffer-comparisonCompare two or more job offers as total-comp curves over four years — vesting cliffs, bonuses, 401(k) match, and the crossover…mohitagw15856scriptsopen-targets-searchSearch Open Targets drug-disease associations with natural language queries. Target validation powered by Valyu semantic search.FreedomIntelligencescriptsopenclaw-test-heap-leaksInvestigate `pnpm test` memory growth, Vitest worker OOMs, and suspicious RSS increases in OpenClaw using the…SafeAI-Lab-Xscriptsopenrouter-embeddingsGenerate text embeddings via OpenRouter using Qwen3-Embedding-8B.QinghongLinscriptsopenrouter-image2videoAnimate a still image into a short video via OpenRouter. Default model google/veo-3.1-fast.QinghongLinscriptsopenrouter-text2imageGenerate images via OpenRouter. Default model openai/gpt-5.4-image-2; any image-modality model can be passed via --model.QinghongLinscriptsopenrouter-text2musicGenerate atmospheric sound-design / SFX (NOT speech, NOT the front-of-blog BGM) via OpenRouter using Google Lyria 3 Pro.QinghongLinscriptsopenrouter-text2videoGenerate videos via OpenRouter using ByteDance Seedance 2.0.QinghongLinscriptsopenstoryline-useUse this skill when OpenStoryline is already installed and the user wants to start the local MCP/Web services, create or continue…FireRedTeamscriptsoptimize-simplicite-logscapability to parse Simplicité logs from a raw `.txt` file, filter fields to reduce noise, and output the result as structured…githubscriptsorg-health-diagnosticCross-functional organizational health check combining signals from all C-suite roles. Scores 8 dimensions on a traffic-light…alirezarezvaniscriptsbio-workflows-outbreak-pipelineEnd-to-end outbreak investigation from pathogen isolates to transmission networks. Orchestrates MLST typing, AMR surveillance…BioTender-maxscriptsbio-comparative-genomics-pangenome-analysisBuild and analyze pangenomes for prokaryotes (Panaroo, PPanGGOLiN, PEPPAN, GET_HOMOLOGUES, anvi'o pangenomics) and eukaryotes…BioTender-maxscriptspaper-experiment-stubDemo-only stub experiment for meta-paper-write: generates a deterministic results.csv seeded by topic hash. Not real science.opensquillascriptspaper-refbib-stubConvert multi-search-engine JSON to a minimal BibTeX file (@misc{} entries). Demo-only.opensquillascriptspatents-searchSearch global patents with natural language queries. Prior art, patent landscapes, and innovation tracking via Valyu.FreedomIntelligencescriptsbio-chipseq-peak-callingCalls ChIP-seq peaks with MACS3, MACS2, HOMER, or SPP across narrow (TF) and broad (histone) modes. Handles input control…BioTender-maxscriptsbio-crispr-screens-perturb-seq-analysisAnalyzes single-cell pooled CRISPR screens (Perturb-seq, CROP-seq, Perturb-CITE-seq, ECCITE-seq, multiome) where each cell…BioTender-maxscriptsbio-gene-regulatory-networks-perturbation-simulationSimulate transcription factor perturbation effects on cell state using CellOracle, which integrates GRN inference with in silico…BioTender-maxscriptsbio-clinical-databases-pharmacogenomicsQueries PharmGKB / CPIC / DPWG for drug-gene interactions; calls CYP2D6/CYP2C9/CYP2C19/DPYD/TPMT/NUDT15/UGT1A1/SLCO1B1 star…BioTender-maxscriptsbio-pharmacophore-modelingBuilds and applies 3D pharmacophore models using RDKit Pharm3D, the apo2ph4 receptor-based workflow (Heider et al 2022/2023 J…BioTender-maxscriptsphx-watch-prWatch an Elixir/Phoenix PR for new review comments (bot + human) and CI results via a background watcher that wakes Claude only…oliver-kriskascriptsphylogeneticsBuild and analyze phylogenetic trees using MAFFT (multiple alignment), IQ-TREE 2 (maximum likelihood), and FastTree (fast NJ/ML).…K-Dense-AIscriptsphylogeneticsBuild and analyze phylogenetic trees using MAFFT (multiple alignment), IQ-TREE 2 (maximum likelihood), and FastTree (fast NJ/ML).…LeonChaoXscriptsbio-pileup-generationGenerate pileup data for variant calling using samtools mpileup and pysam. Use when preparing data for variant calling, analyzing…BioTender-maxscriptsplan-a-phased-buildSplits a body of context into a sequence of vertical-slice build phases where each phase is independently demonstrable to a real…testdoublewritesscriptsplannotator-setup-goalTurn an idea or objective into a goal package for /goal. Interviews the user, builds a reviewed fact sheet via Plannotator, then…backnotpropscriptsmuapi-platformSetup and utility scripts for muapi.ai — configure API keys, test connectivity, and poll for async generation resultsSamurAIGPTscriptsbio-population-genetics-plink-basicsPLINK file formats, format conversion, and quality control filtering for population genetics. Convert between VCF, BED/BIM/FAM…BioTender-maxscripts
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Where they come from
Open Source Radar →
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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