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
2,5452,592 · page 54 / 1,329
chembl-databaseQuery ChEMBL's bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve bioactivity data…FreedomIntelligencescriptschembl-databaseQuery ChEMBL bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve bioactivity data…LeonChaoXscriptschembl-searchSearch ChEMBL bioactive molecules database with natural language queries. Find compounds and assay data with Valyu semantic…FreedomIntelligencescriptsbio-chipseq-chip-deep-learningTrains and applies base-resolution deep learning models on ChIP-seq / ChIP-nexus / CUT&RUN data. Uses BPNet (Avsec 2021 Nat Genet…BioTender-maxscriptsbio-chipseq-chromatin-state-segmentationSegments the genome into chromatin states from combinatorial histone modification and chromatin factor ChIP-seq data. Uses…BioTender-maxscriptsclean-vmSafely clean the local loop VM by reporting and removing stale loop runs, inactive Next.js or Storybook servers, optional browser…Eldergenixscriptsbio-clinical-biostatistics-survival-analysisPerforms time-to-event analysis for clinical trials including Cox proportional hazards regression with PH diagnostics, restricted…BioTender-maxscriptsbio-variant-calling-clinical-interpretationClinical variant interpretation using ClinVar, ACMG guidelines, and pathogenicity predictors. Prioritize variants for diagnostic…BioTender-maxscriptsbio-workflows-clinical-trial-pipelineEnd-to-end clinical trial analysis workflow from CDISC SDTM/ADaM loading through ICH E9(R1) estimand-driven primary analysis to…BioTender-maxscriptsclinical-trials-searchSearch ClinicalTrials.gov with natural language queries. Find clinical trials, enrollment, and outcomes using Valyu semantic…FreedomIntelligencescriptsclinicaltrials-databaseQuery ClinicalTrials.gov via API v2. Search trials by condition, drug, location, status, or phase. Retrieve trial details by NCT…FreedomIntelligencescriptsclinicaltrials-databaseQuery ClinicalTrials.gov via API v2. Search trials by condition, drug, location, status, or phase. Retrieve trial details by NCT…LeonChaoXscriptsclinpgx-databaseAccess ClinPGx pharmacogenomics data (successor to PharmGKB). Query gene-drug interactions, CPIC guidelines, allele functions…FreedomIntelligencescriptsclinpgx-databaseAccess ClinPGx pharmacogenomics data (successor to PharmGKB). Query gene-drug interactions, CPIC guidelines, allele functions…LeonChaoXscriptsbio-clinical-databases-clinvar-lookupQueries ClinVar for variant pathogenicity classifications, ClinGen VCEP curations, and somatic-vs-germline interpretations via…BioTender-maxscriptsbio-clip-seq-clip-alignmentAlign preprocessed CLIP-seq reads (eCLIP, iCLIP, iCLIP2, PAR-CLIP) to genome with STAR or bowtie2 using crosslink-preserving…BioTender-maxscriptsbio-clip-seq-clip-deep-learningPredict RBP binding from RNA sequence using deep learning models (RBPNet sequence-to-signal, RNAProt RNN, GraphProt2 GCN with…BioTender-maxscriptsbio-clip-seq-clip-motif-analysisDiscover RBP binding motifs from CLIP-seq peaks or single-nucleotide crosslink sites using HOMER, MEME/STREME, kpLogo, mCross…BioTender-maxscriptsbio-clip-seq-clip-peak-callingCall protein-RNA binding sites from CLIP-seq BAM with CLIPper, PureCLIP, Skipper, Piranha, omniCLIP, CTK, CLAM, or Paraclu. Use…BioTender-maxscriptsbio-workflows-clip-pipelineEnd-to-end CLIP-seq pipeline from FASTQ to ENCODE-compliant binding sites, single-nucleotide crosslink maps, annotation, motifs…BioTender-maxscriptsbio-clip-seq-clip-preprocessingPreprocess CLIP-seq reads (eCLIP, iCLIP, iCLIP2, iCLIP3, irCLIP, PAR-CLIP, FLASH) with protocol-specific UMI extraction, adapter…BioTender-maxscriptsbio-clip-seq-clip-qcComprehensive quality control for CLIP-seq libraries (eCLIP, iCLIP, iCLIP2, PAR-CLIP) covering library complexity (preseq), FRiP…BioTender-maxscriptscloud-securityUse when assessing cloud infrastructure for security misconfigurations, IAM privilege escalation paths, S3 public exposure, open…alirezarezvaniscriptsbio-copy-number-cnv-annotationAnnotate copy number variant segments with overlapping genes, dosage-sensitivity scores, cancer driver databases, population…BioTender-maxscriptsbio-workflows-cnv-pipelineEnd-to-end copy number variant detection workflow from BAM files. Covers CNVkit analysis for exome/targeted sequencing with…BioTender-maxscriptsbio-copy-number-cnv-visualizationVisualize copy number profiles, segments, allele-specific tracks, and cohort patterns from CNVkit, GATK, ASCAT, FACETS, Sequenza…BioTender-maxscriptsbio-copy-number-cnvkit-analysisDetect somatic and germline copy number variants from targeted, exome, and whole-genome sequencing with CNVkit, a read-depth…BioTender-maxscriptscodex-abRun an A/B codex review experiment — holistic codex review vs 3 focused dimension passes (security, ecto, liveview) on the branch…oliver-kriskascriptscodex-advisorThis skill should be used when the user asks for a "GPT second opinion", wants a "cross-model review", needs to "check a plan…fcakyonscriptsbio-crispr-screens-combinatorial-screensDesigns and analyzes combinatorial CRISPR screens covering paired-Cas9 (Big Papi, Najm 2018), enhanced AsCas12a multiplex…BioTender-maxscriptscompaniesmarketcapScraper de CompaniesMarketCap: rankings (marketcap, earnings, revenue, employees, ratios), stock history y ETF holdings. Sin API…gauss314scriptsbio-comparative-genomics-comparative-annotation-projectionProject gene annotations across genomes using TOGA (Kirilenko 2023 whole-genome-alignment chain-based projection with intactness…BioTender-maxscriptsbio-comparative-genomics-ortholog-inferenceInfer orthologous genes and gene families across species using OrthoFinder3 (HOG-based phylogenetic orthology), SonicParanoid2…BioTender-maxscriptscompetitor-post-engagersFind leads by scraping engagers from a competitor's top LinkedIn posts. Given one or more company page URLs, scrapes recent…gooseworks-aiscriptsconference-speaker-scraperExtract speaker names, titles, companies, and bios from conference websites. Supports direct HTML scraping and Apify web scraper…gooseworks-aiscriptsbio-conformer-generationGenerates 3D conformer ensembles using RDKit ETKDGv3 with knowledge-enhanced distance geometry, MMFF94/UFF force-field…BioTender-maxscriptsbio-atac-seq-consensus-peaksetBuild a differential-ready consensus peakset from per-replicate ATAC-seq peaks using iterative overlap removal, fixed-width…BioTender-maxscriptsbio-consensus-sequencesGenerate consensus FASTA sequences by applying VCF variants to a reference using bcftools consensus. Use when creating…BioTender-maxscriptsconsulting-writingManagement-consulting writing craft — McKinsey SCR (Situation·Complication·Resolution), Minto Pyramid/MECE, BCG bold-bullet…alfadur7scriptscontact-cacheTrack all identified/contacted people across strategies. CSV-backed contact database with dedup by LinkedIn URL or email.…gooseworks-aiscriptsbio-genome-assembly-contamination-detectionDetect contamination and assess genome quality using CheckM, CheckM2, GTDB-Tk, and GUNC for metagenome-assembled genomes and…BioTender-maxscriptscontent-enrich内容加工:给任意采集产物(转录稿 / 文章 / 笔记)自动补「摘要 + 要点 + 标签 + 价值判断」, 写进 frontmatter 并在正文顶部插入摘要块。是「加工层」通用能力,惠及仓库所有采集 skill。chubbyguanscriptscontent-strategyWhen the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when…alirezarezvaniscriptscontext-degradationThis skill should be used for diagnosing and mitigating context degradation: lost-in-middle failures, context poisoning, context…guanyangscriptscontext-fundamentalsThis skill should be used when the user asks to "understand context", "explain context windows", "design agent architecture"…foryourhealth111-pixelscriptscontext-fundamentalsThis skill should be used to explain or reason about the foundational concepts of context engineering: what context is, the…guanyangscriptscontext-optimizationThis skill should be used for improving context efficiency: context budgeting, observation masking, prefix or KV-cache strategy…guanyangscriptsbio-systems-biology-context-specific-modelsBuild tissue and condition-specific metabolic models using GIMME, iMAT, and INIT algorithms with expression data constraints.…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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