Agent skills

AI & Agents 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 28,839codex 6,576cursor 4,239copilot 1,338windsurf 73cline 44
CategoryAI & Agents 4,178Data & Analytics 3,150Code Review & Quality 1,855Backend & API 1,737Security 1,624Workflow & Productivity 1,610Documentation 1,359Design & Presentation 1,342Content & Marketing 1,217Testing & QA 1,077DevOps & Cloud 782Databases 734Frontend 626Business & Finance 444Media & Video 346Other 7,919
5,660 found
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model-usageSummarize CodexBar local cost logs by model for Codex or Claude, including current or full breakdowns.Health-Yangscriptsbio-genome-annotation-ncrna-annotationIdentify non-coding RNAs including tRNAs, rRNAs, snoRNAs, and regulatory RNAs using Infernal covariance model searches against…BioTender-maxscriptsskill-authoring创建、设计、修改、升级、重构和验证 AgentDock Skill 时使用;负责可移植核心、文档、引用、辅助脚本、测试、版本和本地安装验证。uvwtscriptsskill-optimizer-lawvableGuide to analyze a current work session and propose improvements to skills. Use (1) automatically after working with a skill to…lawve-aiscriptsadd-opencodeUse OpenCode as an agent provider. OpenRouter, OpenAI, Google, DeepSeek, etc. via OpenCode config — not the Anthropic Agent SDK.…nanocoaiscriptsbio-admet-predictionPredicts ADMET properties using ADMETlab 3.0 (119 endpoints with uncertainty), ADMET-AI, DeepChem MolNet, and chemprop D-MPNN…BioTender-maxscriptsarchive-groundingUnpack a ZIP archive, inventory its files, run the corresponding child grounding skill for each supported child file, and then…gaotiexinquwritesscriptsbio-phylo-bayesian-inferenceRun Bayesian phylogenetic analysis with MrBayes, BEAST2, RevBayes, and PhyloBayes including MCMC convergence diagnostics and…BioTender-maxscriptsbio-crispr-screens-mageck-analysisMAGeCK (Model-based Analysis of Genome-wide CRISPR-Cas9 Knockout) for pooled CRISPR screen analysis. Covers count normalization…FreedomIntelligencescriptscc-skill-continuous-learningDevelopment skill from everything-claude-codesickn33scriptscontext-degradationThis skill should be used for diagnosing and mitigating context degradation: lost-in-middle failures, context poisoning, context…guanyangscriptscontinuous-learningAutomatically extract reusable patterns from Claude Code sessions and save them as learned skills for future use.vibeevalscriptsdeal-sourcing-signalsScan a company or sector for deal-sourcing signals across 6 dimensions. Triggered by…davepoonscriptsbio-atac-seq-deep-learning-atacSequence-based deep learning for ATAC-seq using chromBPNet, BPNet, scBasset, or EnFormer. Use when correcting Tn5 bias with…BioTender-maxscriptsemuloUse when the user explicitly asks to run, set up, update, re-mine, or deepen Emulo from real local AI coding-session history and…ohad6kscriptsexit-waterfallCompute who gets what at each exit price from a cap table — liquidation preferences, conversion points, and where the founders'…mohitagw15856scriptsfinetuning-techniqueSelects a fine-tuning technique (SFT, DPO, RLVR, or RLAIF) for the user's use case and validates it against the selected model's…awslabsscriptsbio-read-alignment-hisat2-alignmentAlign RNA-seq reads with HISAT2, a memory-efficient splice-aware aligner. Use when STAR's memory requirements are too high or for…BioTender-maxscriptshosted-agentsThis skill should be used when designing hosted or background agent infrastructure: sandboxed execution, remote coding…guanyangscriptshv-analysis横纵分析法(Horizontal-Vertical Analysis)深度研究Skill。由数字生命卡兹克提出,融合了索绪尔的历时-共时分析、社会科学的纵向-横截面研究设计、商学院案例研究法与竞争战略分析的核心思想。…KKKKhazixscriptshyperpod-performance-debuggerDiagnose performance issues on Amazon SageMaker HyperPod clusters — uneven NCCL bandwidth across nodes and poor filesystem…awslabsscriptshyperpod-slurm-debuggerDiagnostic-only skill for Slurm scheduler and node-daemon issues on Amazon SageMaker HyperPod Slurm clusters. Scope mirrors the…awslabsscriptsLLMImplement large language model (LLM) chat completions using the z-ai-web-dev-sdk. Use this skill when the user needs to build…jjyaoaoscriptsmath-toolsDeterministic mathematical computation using SymPy. Use for ANY math operation requiring exact/verified results - basic…foryourhealth111-pixelscriptsbio-ml-docking-rescoringPerforms ML-based protein-ligand pose prediction and scoring using DiffDock-L (diffusion-based), Boltz-1 / Boltz-2 (foundation…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。hAcKlycscriptsnano-banana-pro-openrouterGenerate or edit images via OpenRouter with the Gemini 3 Pro Image model. Use for prompt-only image generation, image edits, and…githubscriptsnano-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…feiskyerwritesscriptsoffer-comparisonCompare two or more job offers as total-comp curves over four years — vesting cliffs, bonuses, 401(k) match, and the crossover…mohitagw15856scriptsopenrouter-text2imageGenerate images via OpenRouter. Default model openai/gpt-5.4-image-2; any image-modality model can be passed via --model.QinghongLinscriptsbio-comparative-genomics-positive-selectionDetect positive (diversifying / episodic / pervasive) selection using codon dN/dS frameworks. Implements PAML codeml site models…BioTender-maxscriptsrent-vs-buyModel rent-vs-buy honestly — year-by-year net position for both paths including the assumption everyone drops (the renter invests…mohitagw15856scriptssession-reportGenerate an explorable HTML report of Claude Code session usage (tokens, cache, subagents, skills, expensive prompts) from…anthropicsscriptssession-scanCompute metrics for Claude Code sessions. Discovers via ccrider, filters trivial, computes friction/opportunity/fingerprint…oliver-kriskascriptsslurm-job-script-generatorGenerate SLURM `sbatch` job scripts and sanity-check HPC resource requests (nodes, tasks, CPUs, memory, GPUs) for simulation…FreedomIntelligencewritesscriptsspark-memory-thermal-opsManage unified memory and thermals during long-running ML jobs on NVIDIA DGX Spark. Use when planning memory headroom for a…wshobsonscriptstiktok-influencer-finderFind TikTok influencers using Apify's Influencer Discovery Agent. Use when the user wants to discover TikTok creators or…gooseworks-aiscriptstmuxRemote-control tmux sessions for interactive CLIs by sending keystrokes and scraping pane output. Use when: (1) monitoring…opensquillascriptsunderstand-knowledgeAnalyze a Karpathy-pattern LLM wiki knowledge base and generate an interactive knowledge graph with entity extraction, implicit…Egonex-AIscriptsagent-team-manager多智能体团队管理。创建、查看、修改、删除 CountBot 的多智能体团队,管理团队成员(角色)和团队级自定义模型配置。当用户要新建 Pipeline/Graph/Council 团队、调整成员分工、修改依赖关系、开关技能系统、设置团队专属模型时使用。countbot-aiscriptsbio-orchestratorMeta-agent that routes bioinformatics requests to specialised sub-skills. Handles file type detection, analysis planning, report…FreedomIntelligencescriptscc-skill-strategic-compactDevelopment skill from everything-claude-codesickn33scriptsclaw-shellUse this skill whenever any NeuroClaw skill, sub-agent, or model needs to execute shell commands safely (e.g. source environment…BioTender-maxscriptsfind-skills基于腾讯 SkillHub 搜索、安装和管理技能。用户提到“找技能”“安装 skill”“扩展功能”“启用/禁用 skill”“删除 skill”“安装 SkillHub CLI”时优先使用。countbot-aiscriptsforgecad-inspect-modelSelect, run, and interpret ForgeCAD inspection evidence for collisions, sections, wall thickness, components, masks, depth…ForgeCADscriptsgeo-fundamentalsGenerative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).sickn33scripts
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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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