Agent skills

Skills for claude-code

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
62,644 found
2,6892,736 · page 57 / 1,306
marketwatchScraper 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-maxscriptsmedrxiv-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-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…jeremylongshorescriptsmonte-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-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-ioscriptsnano-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.QinghongLinscripts
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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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