Agent skills you can check before you install
Public SKILL.md skills from GitHub repositories with 50+ stars and from the vendors themselves, scanned and scored. Install any of them with one command in Claude Code, Cursor, Codex, GitHub Copilot or Gemini CLI.
49,450 skills from 2,407 repositories · updated 20 minutes ago
10,653 skills
- studio-initmachina-exm/film-studio-skillsScaffold an AI film studio before production starts.OtherNo warnings★ 172↓ —
- rules-distillmturac/everything-openai-codexScan skills to extract cross-cutting principles and distill them into rules — append, revise, or create new rule filesOtherNo warnings★ 75↓ —
- ca-releasearbiterForge/codeArbiterPrepare a declared release target, or preview it with --dry-run. Derive its version and require authorization before publication.OtherReview first★ 151↓ —
- scanpyBioTender-max/awesome-bio-agent-skillsStandard single-cell RNA-seq analysis pipeline. Use for QC, normalization, dimensionality reduction (PCA/UMAP/t-SNE), clustering, differential expression, and visualization. Best for exploratory scRNA-seq analysis with established workflows. For deep learning models use scvi-tools; for data format questions use anndata.OtherNo warnings★ 215↓ —
- ci-failure-triageproflead/codex-skills-libraryDiagnose CI failures and stabilize pipelines. Use when a mid-level developer needs to resolve flaky or failing builds.OtherNo warnings★ 167↓ —
- victor-ambros-perspectiveBioTender-max/awesome-bio-agent-skills2024年诺贝尔生理学或医学奖得主Victor Ambros的思维框架与表达方式。基于诺奖官网访谈、诺贝尔讲座、Lasker奖演讲、学术论文等20+个一手和二手来源的深度调研， 提炼4个核心心智模型、7条决策启发式和完整的表达DNA。 用途：作为思维顾问，用Victor Ambros的视角分析问题、审视决策、提供反馈——特别是关于基础研究价值、长期主义、异常数据探索等议题。 当用户提到「用Ambros的视角」「Ambros会怎么看」「microRNA思维」「基础研究价值」「长期主义科学」时使用。OtherNo warnings★ 215↓ —
- longgraphlevi-qiao/longgraph-skillUse only when the user explicitly invokes /longgraph or names this skill. Routes and authors a durable longgraph run. Do not use unless named. Do not execute or resume generated runtime node files.OtherNo warnings★ 78↓ —
- lggnnBioTender-max/awesome-bio-agent-skillsUse this model doc whenever the user wants to run LG-GNN (Local-to-Global GNN) for fMRI phenotype prediction. LG-GNN is a PyG-based GNN with SABP (Self-Attention Brain Pooling) and mutual-information regularization. NeuroClaw adapts the original population-graph version to single-subject brain graphs.OtherNo warnings★ 215↓ —
- view-your-harnessSpaceZephyr/build-your-harness把一个本地目录变成可浏览的可视化工作台，一屏看清「我有哪些文件」和「我有哪些 Skill 可用」。起一个本地只读服务，浏览器里出目录卡片墙、文件清单、Skill 装备台（带真实调用次数和僵尸标记），支持全局搜索、按类型/时间/体量筛选、点开预览、用系统程序打开或在访达中定位。当用户说「打开工作台」「可视化看一下这个目录」「我有哪些 Skill」「我有哪些文件」「这个文件夹里都有什么」「看板」「dashboard」「浏览我的 harness」时触发，也适用于用户直接甩来一个本地路径要求「看看里面有什么」的场景。OtherNo warnings★ 58↓ —
- scveloBioTender-max/awesome-bio-agent-skillsRNA velocity analysis with scVelo. Estimate cell state transitions from unspliced/spliced mRNA dynamics, infer trajectory directions, compute latent time, and identify driver genes in single-cell RNA-seq data. Complements Scanpy/scVI-tools for trajectory inference.OtherNo warnings★ 215↓ —
- config-file-explainerproflead/codex-skills-libraryExplain a configuration file and its key options. Use when a junior developer is confused by a config file.OtherNo warnings★ 167↓ —
- asl-skillBioTender-max/awesome-bio-agent-skillsUse this skill whenever the user wants to process Arterial Spin Labeling (ASL) perfusion MRI data including CBF (cerebral blood flow) quantification, ASL preprocessing (motion correction, partial volume correction, M0 normalization), or ASL-based brain perfusion analysis. Triggers include: 'ASL', 'ASL processing', 'CBF', 'cerebral blood flow', 'perfusion MRI', 'arterial spin labeling', 'pCASL', 'CASL', 'PASL', or any request involving ASL perfusion data.OtherNo warnings★ 215↓ —
- cjk-vizBioTender-max/awesome-bio-agent-skillsCJK (中日韩) 字体检测与 matplotlib 配置。任何涉及中文标签、标题、图例的 可视化任务启动前必须先执行本 skill 的字体检测流程，确保不会出现方块乱码。 适用于 matplotlib / seaborn / plotly 静态导出等场景。OtherNo warnings★ 215↓ —
- org-standardizationproflead/codex-skills-libraryDefine engineering standards across teams. Use when a senior developer needs to align practices.OtherNo warnings★ 167↓ —
- pytdcBioTender-max/awesome-bio-agent-skillsTherapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits, molecular oracles, for therapeutic ML and pharmacological prediction.OtherNo warnings★ 215↓ —
- fmri-skillBioTender-max/awesome-bio-agent-skillsUse this skill whenever the user wants to perform fMRI preprocessing, first-level analysis, ROI extraction, functional connectivity, effective connectivity, or atlas-based alignment to MNI152 space using either fMRIPrep, HCP-style pipelines, or CONN Toolbox. Triggers include: 'fmri', 'fMRI analysis', 'functional connectivity', 'effective connectivity', 'ROI extraction', 'seed-based correlation', 'PPI', 'DCM', 'atlas alignment', 'MNI152', 'HCP pipeline', 'CONN toolbox', or any request involving BOLD data.OtherNo warnings★ 215↓ —
- regression-scope-analysisnaodeng/awesome-qa-skillsUse this skill when you need to define risk-based regression scope after a change or release; triggers include regression scope analysis.OtherNo warnings★ 297↓ —
- multi-agent-coordinatorhuangwb8/skills用于规划包含独立任务的实施计划、定义 Agent 角色和依赖，并通过 `parallel-vibe` 统一执行与审查；本角色不直接创建或调度子代理。OtherReview first★ 50↓ —
- mirror-optimizerhuangwb8/skills当用户明确要求优化镜像源、配置国内镜像、加速部署或切换依赖源时使用。分析项目技术栈并生成适配的镜像配置。⚠️ 不适用：用户只是询问镜像源概念、无需部署加速，或明确要求使用官方源。OtherReview first★ 50↓ —
- harness:certifyraphaelchristi/harness-evolverUse when the user wants to verify that the evolved agent's score is stable and reliable. Runs evaluation multiple times and reports mean ± std.OtherNo warnings★ 57↓ —
- testdriver:machine-setuptestdriverai/testdriveraiConfigure Linux and Windows sandboxes, persist machines between runs, and install custom softwareOtherNo warnings★ 386↓ —
- craig-mello-perspectiveBioTender-max/awesome-bio-agent-skillsCraig C. Mello (2006年诺贝尔生理学或医学奖) 的思维框架与决策视角。 核心镜片：简单模型的力量、RNA作为信息货币、跨学科对话。 调研来源：诺奖官网、学术论文、STAT News、NBC News等一手素材。 触发词：「Mello视角」「RNAi思维」「简单模型思维」「基因沉默」「Mello怎么想」。OtherNo warnings★ 215↓ —
- continuous-learning-v2mturac/everything-openai-codexInstinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents. v2.1 adds project-scoped instincts to prevent cross-project contamination.OtherNo warnings★ 75↓ —
- releasearbiterForge/codeArbiterPrepare a declared release target, or preview it with --dry-run. Derive its version and require authorization before publication.OtherReview first★ 151↓ —