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
2,7372,784 · page 58 / 1,329
linkedin-post-researchSearch LinkedIn posts by keywords, sorted by engagement or date. Use when researching what people are saying about a topic on…gooseworks-aiscriptslinkedin-profile-post-scraperScrape recent posts from LinkedIn profiles using Apify. Use when you need to monitor what specific people are posting on…gooseworks-aiscriptslint-and-validateMANDATORY: Run appropriate validation tools after EVERY code change. Do not finish a task until the code is error-free.sickn33scriptsbio-liquid-biopsy-pipelineCell-free DNA analysis pipeline from plasma sequencing to tumor monitoring. Preprocesses cfDNA reads, analyzes fragment patterns…BioTender-maxscriptsliterature-searchComprehensive scientific literature search across PubMed, arXiv, bioRxiv, medRxiv. Natural language queries powered by Valyu…FreedomIntelligencescriptsLLMImplement large language model (LLM) chat completions using the z-ai-web-dev-sdk. Use this skill when the user needs to build…jjyaoaoscriptslobster-bioinformaticsRun bioinformatics analyses using Lobster AI - single-cell RNA-seq, bulk RNA-seq, literature mining, dataset discovery, quality…FreedomIntelligencescriptsbio-clinical-biostatistics-logistic-regressionPerforms logistic regression for clinical trial outcomes (binary, ordinal, multinomial) with marginal-vs-conditional estimand…BioTender-maxscriptsbio-genome-assembly-long-read-assemblyDe novo genome assembly from Oxford Nanopore or PacBio long reads using Flye and Canu. Produces highly contiguous assemblies…BioTender-maxscriptsbio-long-read-splicingAnalyzes alternative splicing from PacBio Iso-Seq (HiFi, Kinnex/MAS-Iso-seq) and Oxford Nanopore (direct cDNA, direct RNA…BioTender-maxscriptsbio-workflows-longread-sv-pipelineEnd-to-end workflow for detecting structural variants from long-read sequencing data. Covers ONT/PacBio alignment with minimap2…BioTender-maxscriptsbio-clip-seq-m6a-clipMap N6-methyladenosine (m6A) RNA modifications at single-nucleotide resolution using miCLIP (Linder 2015), miCLIP2 + m6Aboost…BioTender-maxscriptsbio-epitranscriptomics-m6anet-analysisDetect m6A modifications from Oxford Nanopore direct RNA sequencing using m6Anet. Use when analyzing epitranscriptomic…BioTender-maxscriptsmaeDatos de mercado del MAE (Mercado Abierto Electronico de Argentina): renta fija, cauciones, REPO, FOREX, contratos de futuro…gauss314scriptsbio-crispr-screens-mageck-analysisAnalyzes pooled CRISPR screens with MAGeCK (Li et al 2014), covering count generation (mageck count), the RRA two-condition…BioTender-maxscriptsmarkdown-nine-grid-clipboardConvert Chinese or mixed-language text, iMandalArt cards, Obsidian 九宮, 表格, Mandala notes, or eight-domain outlines into a…twhsiscriptsmarket-sizeRun TAM/SAM/SOM market sizing with top-down and bottom-up methods, competitive landscape, and tech stack analysis. Triggered by…davepoonscriptsmarketing-contextCreate and maintain the marketing context document that all marketing skills read before starting. Use when the user mentions…alirezarezvaniscriptsmarketwatchScraper de MarketWatch: quotes, financials (income/balance/cash flow), SEC filings, analyst estimates, options chain, historical…gauss314scriptsmath-toolsDeterministic mathematical computation using SymPy. Use for ANY math operation requiring exact/verified results - basic…foryourhealth111-pixelscriptsbio-data-visualization-matplotlib-fundamentalsBuild publication-quality figures with matplotlib using the object-oriented Figure/Axes API, constrained_layout, rcParams…BioTender-maxscriptsmd-to-docxConvert Markdown files to professionally formatted Word (.docx) documents with embedded PNG images — pure JavaScript, no external…githubscriptsmedrxiv-searchSearch medRxiv medical preprints with natural language queries. Powered by Valyu semantic search.FreedomIntelligencescriptsmeeting-audio-groundingConvert a meeting audio file into a transcript bundle, then use meeting-grounding to produce structured meeting grounding outputs.gaotiexinquscriptsmeeting-video-groundingConvert a meeting video into an audio-first transcript bundle, then use meeting-grounding to produce structured meeting grounding…gaotiexinquscriptsmeme-makerSearch meme templates, suggest formats, and generate local or hosted image memes.Health-Yangscriptsmeme-rushLive launchpad feed + AI hot topics for meme tokens. (1) meme-rush: real-time lifecycle feed on launchpads (Pump.fun, Four.meme)…binancescriptsmemory-managementAgentDB memory system with HNSW vector search. Provides 150x-12,500x faster pattern retrieval, persistent storage, and semantic…ruvnetscriptsmemory-systemsThis skill should be used for persistent semantic memory in agent systems: cross-session knowledge retention, entity tracking…guanyangscriptsbio-workflows-merip-pipelineEnd-to-end MeRIP-seq analysis from FASTQ to m6A peaks and differential methylation. Use when analyzing epitranscriptomic m6A…BioTender-maxscriptsmeta-ad-scraperScrape competitor ads from Meta's Ad Library (Facebook, Instagram, Messenger, Threads, WhatsApp). Search by company name…gooseworks-aiscriptsbio-workflows-metabolic-modeling-pipelineEnd-to-end genome-scale metabolic modeling from genome sequence to flux predictions. Covers automated reconstruction with…BioTender-maxscriptsbio-systems-biology-metabolic-reconstructionBuild genome-scale metabolic models from genome sequences using CarveMe and gapseq for automated reconstruction. Generate draft…BioTender-maxscriptsbio-expression-matrix-metadata-joinsMerge sample metadata with count matrices and add gene annotations. Use when preparing data for differential expression analysis…BioTender-maxscriptsbio-genome-assembly-metagenome-assemblyMetagenome assembly from long reads using metaFlye and metaSPAdes with binning strategies. Use when reconstructing genomes from…BioTender-maxscriptsbio-workflows-metagenomics-pipelineEnd-to-end metagenomics workflow from FASTQ to taxonomic and functional profiles. Covers Kraken2 classification, Bracken…BioTender-maxscriptsbio-methylation-callingExtract methylation calls from Bismark BAM files using bismark_methylation_extractor. Generates per-cytosine reports for CpG…BioTender-maxscriptsbio-small-rna-seq-mirdeep2-analysisDiscover novel miRNAs and quantify known miRNAs using miRDeep2 de novo prediction from small RNA-seq data. Use when identifying…BioTender-maxscriptsbio-small-rna-seq-mirge3-analysisFast miRNA quantification with isomiR detection and A-to-I editing analysis using miRge3. Use when quantifying known miRNAs…BioTender-maxscriptsbio-clinical-biostatistics-missing-dataImplements missing-data sensitivity analyses for confirmatory clinical trials including MMRM under MAR (with Kenward-Roger…BioTender-maxscriptsmix-masterCanonical short-form-ad audio mix in one FFmpeg pass. VO loudnorm + 3.0× per-clip + 2.0× mix, music 0.13 base + apad+afade…gooseworks-aiscriptsbio-ml-docking-rescoringPerforms ML-based protein-ligand pose prediction and scoring using DiffDock-L (diffusion-based), Boltz-1 / Boltz-2 (foundation…BioTender-maxscriptsbio-systems-biology-model-curationValidate, gap-fill, and curate genome-scale metabolic models using memote for quality scores and COBRApy for manual curation.…BioTender-maxscriptsbio-machine-learning-model-validationImplements nested cross-validation and stratified splits for unbiased model evaluation on biomedical datasets. Prevents data…BioTender-maxscriptsbio-molecular-descriptorsCalculates molecular fingerprints (ECFP/Morgan, FCFP, MACCS, RDKit, AtomPair, TopologicalTorsion, Avalon, MAP4, MHFP6) and…BioTender-maxscriptsbio-molecular-ioReads, writes, and converts molecular file formats (SMILES, InChI, SDF V2000/V3000, MOL2, PDB, MMTF) using RDKit and Open Babel…BioTender-maxscriptsbio-molecular-standardizationStandardizes molecular structures using ChEMBL chembl_structure_pipeline and RDKit rdMolStandardize covering sanitization…BioTender-maxscriptsmonitor-test-runWatch a running Kobiton test run and narrate it to the user: read the org's live-remediation flag up front, poll the run until…jeremylongshorescripts
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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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