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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bio-phylo-divergence-datingEstimate divergence times using molecular clock models with BEAST2, MCMCTree, and TreePL. Use when dating speciation events…BioTender-maxscriptsdrawioGenerate draw.io diagrams as .drawio files and export to PNG/SVG/PDF with embedded XMLgithubscriptsdrug-discovery-searchEnd-to-end drug discovery platform combining ChEMBL compounds, DrugBank, targets, and FDA labels. Natural language powered by…FreedomIntelligencescriptsbio-duplicate-handlingMark and remove PCR/optical duplicates using samtools fixmate and markdup. Use when preparing alignments for variant calling or…BioTender-maxscriptsbio-clinical-biostatistics-effect-measuresComputes and interprets treatment effect measures (OR, RR, RD, HR, NNT) with calibrated confidence intervals (Wilson, Newcombe…BioTender-maxscriptsbio-atac-seq-enhancer-gene-linkingPredict enhancer-gene regulatory connections from ATAC-seq using ABC, ENCODE-rE2G, HiChIP, or Cicero. Use when linking distal…BioTender-maxscriptssafe-calculatorA safe calculator for mathematical expressionscisco-ai-defensescriptsbio-reporting-figure-exportExports publication-ready figures in various formats with proper resolution, sizing, and typography. Use when preparing figures…BioTender-maxscriptsbio-systems-biology-flux-balance-analysisPerform flux balance analysis (FBA) and flux variability analysis (FVA) on genome-scale metabolic models using COBRApy. Predict…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.ForgeCADscriptsbio-free-energy-calculationsPerforms alchemical free-energy calculations including relative binding free energy (RBFE / FEP+) and absolute binding free…BioTender-maxscriptsfunding-signal-monitorMonitor web sources for Series A-C funding announcements. Aggregates signals from TechCrunch, Crunchbase (via web search)…gooseworks-aiscriptsbio-systems-biology-gene-essentialityPerform in silico gene knockout analysis and synthetic lethality screens using COBRApy single and double deletions. Predict…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-clinical-databases-gnomad-frequenciesQueries gnomAD v4 (807k samples), v3, v2.1.1, and constraint metrics with grpmax FAF95, bottleneck-group exclusion, LOEUF…BioTender-maxscriptsbio-phasing-imputation-haplotype-phasingPhase genotypes into haplotypes using Beagle or SHAPEIT. Resolves which alleles are inherited together on each chromosome. Use…BioTender-maxscriptsbio-comparative-genomics-hgt-detectionDetect horizontal gene transfer (HGT / LGT) using compositional methods (GC%, codon usage, tetranucleotide z-scores via SIGI-HMM…BioTender-maxscriptsinvestingInvesting.com via HTML scrape: cotizaciones, historico OHLCV, fundamentals (income/balance/cashflow/ratios), dividendos…gauss314scriptsbio-crispr-screens-jacks-analysisRuns JACKS (Joint Analysis of CRISPR/Cas9 Knockout Screens; Allen et al 2019 Genome Research) which models per-sgRNA…BioTender-maxscriptsbio-variant-calling-joint-callingJoint genotype calling across multiple samples using GATK CombineGVCFs and GenotypeGVCFs. Essential for cohort studies…BioTender-maxscriptsjournal-digest经济金融顶刊文献速递与选题建议生成器。通过RSS和网页抓取获取经济学、金融学、会计学顶级期刊的最新论文, 筛选公司金融相关文献,生成中文综述摘要和研究选题建议。 当用户提到"期刊速递"、"文献周报"、"论文速递"、"最新文献"、"journal…brycewang-stanfordscriptsbio-reporting-jupyter-reportsCreates reproducible Jupyter notebooks for bioinformatics analysis with parameterization using papermill. Use when generating…BioTender-maxscriptskol-discoveryFind Key Opinion Leaders (KOLs) in a given domain by combining web research with LinkedIn post search. Given a company/idea and…gooseworks-aiscriptskol-engager-icpFind ICP-fit leads from KOL audiences on LinkedIn. Given a list of KOLs, scrapes their most relevant high-engagement post from…gooseworks-aiscriptsbio-population-genetics-linkage-disequilibriumCalculate linkage disequilibrium statistics (r², D'), perform LD pruning for population structure analysis, identify haplotype…BioTender-maxscriptslinkedin-commenter-extractorExtract commenters from LinkedIn posts via Apify. Returns commenter names, titles, LinkedIn profile URLs, and comment text. Use…gooseworks-aiscriptslinkedin-influencer-discoveryDiscover top LinkedIn influencers and voices by topic, industry, follower count, and country. Use when you need to find the top…gooseworks-aiscriptslinkedin-jobs-searchSearch LinkedIn job listings and extract full job details. Supports filtering by work type (remote/on-site/hybrid), contract type…browser-actscriptsbio-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…FreedomIntelligencescriptsbio-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-maxscriptsmarket-sizeRun TAM/SAM/SOM market sizing with top-down and bottom-up methods, competitive landscape, and tech stack analysis. Triggered by…davepoonscriptsmd-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.FreedomIntelligencescriptsmeme-makerSearch meme templates, suggest formats, and generate local or hosted image memes.Health-Yangscriptsbio-systems-biology-metabolic-reconstructionBuild genome-scale metabolic models from genome sequences using CarveMe and gapseq for automated reconstruction. Generate draft…BioTender-maxscriptsbio-genome-assembly-metagenome-assemblyMetagenome assembly from long reads using metaFlye and metaSPAdes with binning strategies. Use when reconstructing genomes from…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-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-maxscriptsbio-clinical-databases-msi-detectionCalls microsatellite instability from WES/WGS/targeted-panel with MSIsensor, MSIsensor-pro, MSIsensor-ct (panel-aware), MSIngs…BioTender-maxscriptsnano-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-ioscriptsnewsletter-sponsorship-finderFind newsletters relevant to a target audience/industry for sponsorship opportunities. Discovers newsletters through web search…gooseworks-aiscriptsnowait-reasoning-optimizerImplements the NOWAIT technique for efficient reasoning in R1-style LLMs. Use when optimizing inference of reasoning models (QwQ…foryourhealth111-pixelscriptsopen-targets-searchSearch Open Targets drug-disease associations with natural language queries. Target validation powered by Valyu semantic search.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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