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.
49,456 skills from 2,407 repositories · updated 29 minutes ago
10,657 skills
- 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↓ —
- voice-clone-ttsNanmiCoder/creator-pipeline将文案与用户自己的参考录音合成为配音、SRT 和可交接时间轴。默认使用 MiniMax 与用户自己的音色；可显式选择免费本地 Qwen3-TTS（Apple Silicon 用 MLX）或 Nano CPU。适用于口播配音、声音复刻，以及为网页视频演示准备最终音频和字幕。OtherNo warnings★ 72↓ —
- fm_appBioTender-max/awesome-bio-agent-skillsUse this model doc whenever the user wants to run FM-APP for phenotype prediction using fMRI ROI features and optional sMRI features. This document provides model-level usage and delegates preprocessing to fmri-skill and smri-skill.OtherNo warnings★ 215↓ —
- kmeansBioTender-max/awesome-bio-agent-skillsUse this model doc whenever the user wants to perform brain parcellation using K-means. This is a non-deep-learning unsupervised route focused on parcel discovery, voxel or vertex grouping, and atlas-like region generation from neuroimaging features.OtherNo warnings★ 215↓ —
- nobel-mindsBioTender-max/awesome-bio-agent-skills🏅 诺贝尔奖得主认知框架库。输入人名/主题→自动匹配诺奖得主思维视角，或直接激活指定得主的认知框架。 覆盖：2004-2025年诺贝尔生理学或医学奖全部55位得主。 用途：「用Karikó的视角分析」「哪个诺奖得主适合思考这个问题」「蒸馏某位新得主」。 触发词：「诺奖」「nobel」「XX的诺奖视角」「有没有诺奖级别的思维」「蒸馏诺奖得主」。OtherNo warnings★ 215↓ —
- Spatial Omics Skills IndexBioTender-max/awesome-bio-agent-skillsSkills for spatial transcriptomics analysis including single-cell to spatial mapping (MOSCOT), 3D visualization (PyVista), and related spatial workflows.OtherNo warnings★ 215↓ —
- 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↓ —
- query-geoBioTender-max/awesome-bio-agent-skillsQuery NCBI GEO for gene expression datasets. Use when user asks about RNA-seq datasets, microarray data, expression data, GEO accessions, or finding public datasets. Triggers on "geo", "gene expression omnibus", "expression dataset", "RNA-seq dataset", "microarray dataset", "GSE", "GDS".OtherNo warnings★ 215↓ —
- DevExpress/DEXT Componentsdelphicleancode/delphi-spec-kitStandards for using DevExpress (DEXT) components in Delphi VCL applicationsOtherNo warnings★ 57↓ —
- pymc-bayesian-modelingBioTender-max/awesome-bio-agent-skillsBayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posterior checks, for probabilistic programming and inference.OtherNo warnings★ 215↓ —
- automation-roi-analysisnaodeng/awesome-qa-skillsUse this skill when you need evidence-bounded automation candidates, build/run/maintenance costs, benefit assumptions, time horizon, and sensitivity; triggers include 自动化投资回报 and automation ROI.OtherNo warnings★ 297↓ —
- spacenetBioTender-max/awesome-bio-agent-skillsUse this model doc whenever the user wants to perform disease classification with SpaceNet. This is a non-deep-learning supervised route focused on voxel-wise neuroimaging-based case-control prediction with sparse and interpretable weight maps.OtherNo warnings★ 215↓ —
- Horse Frameworkdelphicleancode/delphi-spec-kitPatterns for developing REST APIs with Horse framework in DelphiOtherNo warnings★ 57↓ —
- re-fuzzingfreyrswift/UaStation覆盖率引导模糊测试：AFL++/libFuzzer/honggfuzz、插桩与语料初始化、 afl-fuzz 运行参数、覆盖率(afl-cov)、字典/结构化输入。 触发词：fuzz、模糊测试、AFL、afl-fuzz、libFuzzer、honggfuzz、 覆盖率、corpus、语料、dictionary、挖洞、fuzzing。OtherNo warnings★ 58↓ —
- testdriver:machine-setuptestdriverai/testdriveraiConfigure Linux and Windows sandboxes, persist machines between runs, and install custom softwareOtherNo warnings★ 386↓ —
- Intraweb Frameworkdelphicleancode/delphi-spec-kitGuides and standards for using the Intraweb stateful web framework in Delphi projects.OtherNo warnings★ 57↓ —
- 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↓ —
- automation-roi-analysisnaodeng/awesome-qa-skillsUse this skill when you need evidence-bounded automation candidates, build/run/maintenance costs, benefit assumptions, time horizon, and sensitivity; triggers include 自动化投资回报 and automation ROI.OtherNo warnings★ 297↓ —
- quality-productivity-metricsnaodeng/awesome-qa-skillsUse this skill when you need evidence-bounded quality and delivery metrics, denominators, attribution limits, gaming risk, and the Human-use boundary; triggers include 质量生产力 and quality productivity.OtherNo warnings★ 297↓ —
- quality-maturity-assessmentnaodeng/awesome-qa-skillsUse this skill when you need evidence-bounded quality-practice maturity dimensions, rubric anchors, evidence sufficiency, and improvement gaps; triggers include 质量成熟度 and quality maturity.OtherNo warnings★ 297↓ —
- 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↓ —
- performance-trace-guideproflead/codex-skills-libraryGuide collection and analysis of performance traces. Use when a mid-level developer needs to diagnose slowness.OtherNo warnings★ 167↓ —
ai-news
Alan-Houxj/ai-news-follow
OtherUpdated Sep 6, 2026
From the author
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。
Install
npx skills add Alan-Houxj/ai-news-follow --skill ai-news -a claude-code
Installs to .claude/skills/ai-news/ · Each command fetches the skill straight from GitHub with the open skills CLI.
Download .zip
Byte-identical to the scanned commit, with the repository’s licence and a SOURCE.txt.
What it can touch
Runs bundled scriptsUses the networkLicence: MIT
Safety checks on SKILL.md
- Ships scripts we have not reviewedLow
Why 74
Security85
Provenance61
Maintenance85
Licence100
Adoption31
Files (7)
- .gitignore
- SKILL.md
- scripts/config.example.json
- scripts/fetch_sources.py
- scripts/make_curated.py
- scripts/run_daily.py
- scripts/sources.json