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 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
21,420 found
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roadmap-communicatorUse when preparing roadmap narratives, release notes, changelogs, or stakeholder updates tailored for executives, engineering…alirezarezvaniscriptsbio-sam-bam-basicsView, convert, and understand SAM/BAM/CRAM alignment files using samtools and pysam. Use when inspecting alignments, converting…BioTender-maxscriptsbio-rna-structure-secondary-structure-predictionPredicts RNA secondary structures using minimum free energy folding and partition function analysis with ViennaRNA (RNAfold…BioTender-maxscriptssessionExtract conversation turns from AI session history files (.jsonl)axoviq-aiscriptsbio-clinical-databases-somatic-signaturesExtracts and assigns COSMIC v3.4 mutational signatures (84 SBS / 11 DBS / 18 ID / 24 CN / 16 SV) from somatic VCFs using…BioTender-maxscriptsstock-analysis股票个股分析,实时获取价格涨跌幅,计算技术指标和支撑位,识别缺口并判断支撑压力,智能预测未来3天走势并给出操作建议anbeimescriptsbio-chipseq-super-enhancersIdentifies super-enhancers from H3K27ac, MED1, or BRD4 ChIP-seq using ROSE, ROSE2, LILY, HOMER -style super, and ENCODE dELS…BioTender-maxscriptssupply-chain-optimization-amazon-liteSupply Chain Optimization (Lite) - Diagnose bottlenecks and provide cost reduction strategies through conversationnexscope-aiscriptsbio-temporal-genomics-temporal-clusteringClusters genes by temporal expression profile shape using Mfuzz soft clustering, TCseq, and DEGreport degPatterns. Groups…BioTender-maxscriptsbio-workflows-timecourse-pipelineEnd-to-end time-course analysis from expression matrix to temporal patterns and enrichment. Covers temporal DE, Mfuzz soft…BioTender-maxscriptsbio-causal-genomics-transcriptome-wide-associationPerforms gene-level association from GWAS summary statistics via genetically predicted tissue expression using FUSION, PrediXcan…BioTender-maxscriptsuser-storyCreate user stories with Mike Cohn format and Gherkin acceptance criteria. Use when turning user needs into development-ready…deanpetersscriptsweb-to-app将任意网页转换为桌面应用,支持 macOS/Windows/Linux 三大平台。使用 Rust + Tauri 技术栈,生成的应用体积小(约 5MB)、性能高。支持自定义图标、窗口大小、快捷键等丰富配置。anbeimescriptswechat-article-ingest微信公众号文章 → Markdown 提取 + A层观点提取 + B层问题链生成。 支持直接链接抓取和 PDF 提取两种方式。chubbyguanscriptswjs-mining-voicedropUse when 王建硕 wants to turn his uploaded VoiceDrop voice memos into 微信公众号 article drafts — pulling the unprocessed recordings…jianshuoscriptsyoutubeExtract transcripts from YouTube videos via the YouTube caption systemaxoviq-aiscriptsbio-clinical-databases-acmg-classificationApplies ACMG/AMP 2015 framework with ClinGen SVI specifications, Tavtigian 2018/2020 Bayesian point system, Abou Tayoun 2018 PVS1…BioTender-maxscriptsbio-alignment-amplicon-clippingTrim PCR primers from aligned reads in amplicon-panel BAMs using samtools ampliconclip. Use when processing SARS-CoV-2 ARTIC…BioTender-maxscriptsbio-alignment-indexingCreate and use BAI/CSI indices for BAM/CRAM files using samtools and pysam. Use when enabling random access to alignment files or…BioTender-maxscriptsbio-alignment-sortingSort alignment files by coordinate or read name using samtools and pysam. Use when preparing BAM files for indexing, variant…BioTender-maxscriptsbio-atac-seq-allele-specific-accessibilityDetect allele-specific chromatin accessibility from ATAC-seq using WASP, GATK ASEReadCounter, or RASQUAL. Use when mapping…BioTender-maxscriptsapollo-lead-finderTwo-phase Apollo.io prospecting: free People Search to discover ICP-matching leads, then selective enrichment to reveal…gooseworks-aiscriptsarticle-iconsIllustrate an article (Markdown, HTML, etc.) with animated-style icons from itshover.com/icons. Fetches icons as clean inline SVG…smallnestscriptsarxiv-searchSearch arXiv physics, math, and computer science preprints using natural language queries. Powered by Valyu semantic search.FreedomIntelligencescriptsbio-genome-assembly-assembly-polishingPolish genome assemblies to reduce errors using short reads (Pilon), long reads (Racon), or ONT-specific tools (medaka).…BioTender-maxscriptsbio-population-genetics-association-testingGenome-wide association studies (GWAS) with PLINK. Perform case-control and quantitative trait association testing using…BioTender-maxscriptsbio-atac-seq-atac-peak-callingCall accessible chromatin regions from ATAC-seq BAM files using MACS3, MACS2, Genrich, or HMMRATAC. Use when identifying open…BioTender-maxscriptsbaoyu-electron-extractExtracts resources and JavaScript from any installed Electron app (`.asar` bundle), restoring original sources from `.js.map`…JimLiuscriptsbinance-sports-ai-analyzerUse when users ask for World Cup or 世界杯 AI match predictions, WC assistant probabilities, World Cup news insights, master…binancescriptsbio-batch-processingProcess multiple sequence files in batch using Biopython. Use when working with many files, merging/splitting sequences, or…FreedomIntelligencescriptsbio-chipseq-peak-callingChIP-seq peak calling using MACS3 (or MACS2). Call narrow peaks for transcription factors or broad peaks for histone…FreedomIntelligencescriptsbio-clinical-databases-dbsnp-queriesQuery dbSNP for rsID lookups, variant annotations, and cross-references to other databases. Use when mapping between rsIDs and…FreedomIntelligencescriptsbio-clinical-databases-gnomad-frequenciesQuery gnomAD for population allele frequencies to assess variant rarity. Use when filtering variants by population frequency for…FreedomIntelligencescriptsbio-clinical-databases-pharmacogenomicsQuery PharmGKB and CPIC for drug-gene interactions, pharmacogenomic annotations, and dosing guidelines. Use when predicting drug…FreedomIntelligencescriptsbio-clinical-databases-variant-prioritizationFilter and prioritize variants by pathogenicity, population frequency, and clinical evidence for rare disease analysis. Use when…FreedomIntelligencescriptsbio-compressed-filesRead and write compressed sequence files (gzip, bzip2, BGZF) using Biopython. Use when working with .gz or .bz2 sequence files.…FreedomIntelligencescriptsbio-consensus-sequencesGenerate consensus FASTA sequences by applying VCF variants to a reference using bcftools consensus. Use when creating…FreedomIntelligencescriptsbio-crispr-screens-base-editing-analysisAnalyzes base editing and prime editing outcomes including editing efficiency, bystander edits, and indel frequencies. Use when…FreedomIntelligencescriptsbio-crispr-screens-batch-correctionBatch effect correction for CRISPR screens. Covers normalization across batches, technical replicate handling, and batch-aware…FreedomIntelligencescriptsbio-crispr-screens-jacks-analysisJACKS (Joint Analysis of CRISPR/Cas9 Knockout Screens) for modeling sgRNA efficacy and gene essentiality. Use when analyzing…FreedomIntelligencescriptsbio-ctdna-mutation-detectionDetects somatic mutations in circulating tumor DNA using variant callers optimized for low allele fractions with UMI-based error…FreedomIntelligencescriptsbio-epidemiological-genomics-amr-surveillanceDetect and track antimicrobial resistance genes using AMRFinderPlus and ResFinder with epidemiological context. Monitor…FreedomIntelligencescriptsbio-epidemiological-genomics-pathogen-typingPerform multi-locus sequence typing (MLST), core genome MLST, and SNP-based strain typing for bacterial isolate characterization…FreedomIntelligencescriptsbio-epidemiological-genomics-phylodynamicsConstruct time-scaled phylogenies and infer evolutionary dynamics using TreeTime and BEAST2 for outbreak analysis. Estimate…FreedomIntelligencescriptsbio-epidemiological-genomics-variant-surveillanceAssign pathogen lineages and track variants using Nextclade and pangolin for viral surveillance. Monitor variant prevalence and…FreedomIntelligencescriptsbio-fragment-analysisAnalyzes cfDNA fragment size distributions and fragmentomics features using FinaleToolkit or Griffin. Extracts nucleosome…FreedomIntelligencescriptsbio-genome-engineering-off-target-predictionPredict CRISPR off-target sites using Cas-OFFinder and CFD scoring algorithms. Identify potential unintended cleavage sites…FreedomIntelligencescriptsbio-hi-c-analysis-hic-differentialCompare Hi-C contact matrices between conditions to identify differential chromatin interactions. Compute log2 fold changes…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.

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