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.
49,493 skills from 2,407 repositories · updated 33 minutes ago
10,674 skills
- like-perspectivejangviktor-web/likeskill李可老中医（1930-2013）思维操作系统。基于13个来源（11本著作+2篇访谈）蒸馏， 含423个医案、120+首方剂、92种症状路由、24种假证识别。 核心能力：急危重症救治（心衰/中风/休克）、经方剂量体系、六经辨证、假证识别。 触发词：「李可」「用李可的视角」「李可会怎么看」「心衰怎么急救」「附子用量」「经方剂量」「假阳证」「破格救心汤」「六经辨证」。 注意：大剂量用药需在有经验的中医师指导下使用，本skill仅供学习参考。OtherNo warnings★ 140↓ —
- continuous-learningmturac/everything-openai-codex[DEPRECATED - use continuous-learning-v2] Legacy v1 stop-hook skill extractor. v2 is a strict superset with instinct-based, project-scoped, hook-reliable learning. Do not invoke v1; route continuous learning, session learning, and pattern extraction requests to continuous-learning-v2.OtherNo warnings★ 75↓ —
- ibgnnBioTender-max/awesome-bio-agent-skillsUse this model doc whenever the user wants to run IBGNN (Interpretable Brain Graph Neural Network) for fMRI phenotype prediction. IBGNN is a PyG-based GNN with a learnable MLP message function over [x_i, x_j, edge_attr], designed for connectome-based brain disorder analysis with post-hoc edge-mask explainer support.OtherNo warnings★ 215↓ —
- scvi-toolsBioTender-max/awesome-bio-agent-skillsDeep generative models for single-cell omics. Use when you need probabilistic batch correction (scVI), transfer learning, differential expression with uncertainty, or multi-modal integration (TOTALVI, MultiVI). Best for advanced modeling, batch effects, multimodal data. For standard analysis pipelines use scanpy.OtherNo warnings★ 215↓ —
- linter-fix-guideproflead/codex-skills-libraryExplain lint errors and propose fixes. Use when a junior developer needs help resolving common lint or format warnings.OtherNo warnings★ 167↓ —
- ai-newsAlan-Houxj/ai-news-follow生成每日 AI 新闻日报并推送到飞书。当用户想要 AI 每日热点、AI 日报、AI 新闻，或想把日报接入飞书时使用。OtherNo warnings★ 58↓ —
- OpenST Skills IndexBioTender-max/awesome-bio-agent-skillsSkills for Open-ST spatial transcriptomics data processing, from raw BCL files to spatially-resolved single-cell h5ad objects.OtherNo warnings★ 215↓ —
- regression-optimizationnaodeng/awesome-qa-skillsUse this skill when you need evidence-bounded tradeoffs among regression selection, ordering, parallelism, caching, and risk preservation; triggers include 回归范围 and regression scope.OtherNo warnings★ 297↓ —
- openclaw-persona-forgemturac/everything-openai-codex为 OpenClaw AI Agent 锻造完整的龙虾灵魂方案。根据用户偏好或随机抽卡， 输出身份定位、灵魂描述(SOUL.md)、角色化底线规则、名字和头像生图提示词。 如当前环境提供已审核的生图 skill，可自动生成统一风格头像图片。 当用户需要创建、设计或定制 OpenClaw 龙虾灵魂时使用。 不适用于：微调已有 SOUL.md、非 OpenClaw 平台的角色设计、纯工具型无性格 Agent。 触发词：龙虾灵魂、虾魂、OpenClaw 灵魂、养虾灵魂、龙虾角色、龙虾定位、 龙虾剧本杀角色、龙虾游戏角色、龙虾 NPC、龙虾性格、龙虾背景故事、 lobster soul、lobster character、抽卡、随机龙虾、龙虾 SOUL、gacha。OtherNo warnings★ 75↓ —
- reference-boardmachina-exm/film-studio-skillsBuild and lock reference boards before asset creation.OtherNo warnings★ 172↓ —
- 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↓ —
- atac-seqBioTender-max/awesome-bio-agent-skillsATAC-seq processing with assay QC, MACS3 peak calling, consensus peak matrices, differential accessibility, and motif or footprint follow-up.OtherNo warnings★ 215↓ —
- app-store-optimizationalirezarezvani/claude-code-skill-factoryComplete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play StoreOtherNo warnings★ 895↓ —
- statusapache/magpieShow how Magpie is adopted in this repo — install method and pin, drift, wired agent targets, installed skill families, symlink health — and change that wiring from the same view. The change itself runs through the setup skill.OtherReview first★ 138↓ —
- fredkansoku-trade/kansokuUS/global macro time series from St. Louis Fed FRED — CPI, GDP, Fed funds, yields, M2, DXY, etc.OtherNo warnings★ 334↓ —
- regression-optimizationnaodeng/awesome-qa-skillsUse this skill when you need evidence-bounded tradeoffs among regression selection, ordering, parallelism, caching, and risk preservation; triggers include 回归范围 and regression scope.OtherNo warnings★ 297↓ —
- 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↓ —
- readabilityhumanizerai/agent-skillsAnalyze text readability with Flesch-Kincaid, Gunning Fog, SMOG, and other metrics. Returns objective scores with interpretation and recommendations.OtherNo warnings★ 54↓ —
- deepchemBioTender-max/awesome-bio-agent-skillsMolecular ML with diverse featurizers and pre-built datasets. Use for property prediction (ADMET, toxicity) with traditional ML or GNNs when you want extensive featurization options and MoleculeNet benchmarks. Best for quick experiments with pre-trained models, diverse molecular representations. For graph-first PyTorch workflows use torchdrug; for benchmark datasets use pytdc.OtherNo warnings★ 215↓ —
- gwas-prsBioTender-max/awesome-bio-agent-skillsCalculate polygenic risk scores from DTC genetic data using the PGS CatalogOtherNo warnings★ 215↓ —
- DelphiMVCFrameworkdelphicleancode/delphi-spec-kitPatterns for development with DelphiMVCFramework (DMVC) — controllers, Active Record, JWT, SwaggerOtherNo warnings★ 57↓ —
- distill-shieldagenmod/immortal-skillDistill Shield：为个人移交资料包生成 Canary 与可选加固策略，提高未授权蒸馏成本；仅适用于有权处置的数据。OtherNo warnings★ 1.1K↓ —
- Delphi SOLID Patternsdelphicleancode/delphi-spec-kitSOLID implementation patterns for Delphi projects — Repository, Service, Factory, Strategy with constructor injection and interfacesOtherNo warnings★ 57↓ —
- 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↓ —
anndata
BioTender-max/awesome-bio-agent-skills
OtherUpdated Jul 1, 2026
From the author
Data structure for annotated matrices in single-cell analysis. Use when working with .h5ad files or integrating with the scverse ecosystem. This is the data format skill—for analysis workflows use scanpy; for probabilistic models use scvi-tools; for population-scale queries use cellxgene-census.
Install
npx skills add BioTender-max/awesome-bio-agent-skills --skill anndata -a claude-code
Installs to .claude/skills/anndata/ · Each command fetches the skill straight from GitHub with the open skills CLI.
No download: this skill’s licence (Custom or unclear) does not let us redistribute its files. The install commands fetch them from GitHub instead.
What it can touch
Instructions onlyUses the networkLicence: Custom or unclear
Safety checks on SKILL.md
No warnings.
Why 74
Security100
Provenance68
Maintenance70
Licence45
Adoption39
Files (6)
- SKILL.md
- references/best_practices.md
- references/concatenation.md
- references/data_structure.md
- references/io_operations.md
- references/manipulation.md