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.
49,534 skills from 2,407 repositories · updated 44 minutes ago
10,681 skills
- 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↓ —
- tu-youyou-perspectiveBioTender-max/awesome-bio-agent-skills诺贝尔医学奖得主屠呦呦（Tu Youyou, 2015）的思维框架蒸馏。 核心镜片：从传统智慧中提取科学灵感的"古今转化"思维；低温突破决策。 警告：信息密度低（公开演讲/访谈极少），心智模型基于有限素材推断，诚实边界篇幅大。 触发词：「屠呦呦视角」「青蒿素思维」「古今转化」「传统中药现代化」。OtherNo warnings★ 215↓ —
- sec-edgarkansoku-trade/kansokuUS SEC EDGAR filings — list 10-K/10-Q/8-K/Form 4/S-1, fetch filing text, parse insider Form 4 transactions.OtherNo warnings★ 334↓ —
- moltbookanbeime/skill内容创作者与运营专员让 AI Agent 建立专属社交人设时，当用户明确要求 Agent 进行社交互动或社区运营时使用。一键完成注册、发帖、评论、点赞及创建社区，轻松打造 AI 专属社交圈。OtherReview first★ 9.2K↓ —
- 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↓ —
- 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↓ —
- 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↓ —
- re-exploitfreyrswift/UaStation利用开发：ROP 链构造、堆利用。 触发词：ROP、堆利用、fastbin、tcache、利用开发、exploitOtherNo warnings★ 58↓ —
- using-colinPrefectHQ/colinHow to use Colin to compile agent skills from live sources. Use when working with Colin projects, templates, compilation, or skill management.OtherNo warnings★ 124↓ —
- releasearbiterForge/codeArbiterPrepare a declared release target, or preview it with --dry-run. Derive its version and require authorization before publication.OtherReview first★ 151↓ —
- bntBioTender-max/awesome-bio-agent-skillsUse this model doc whenever the user wants to run BrainNetworkTransformer for fMRI phenotype prediction, including data loading, training, and evaluation. BNT uses dense FC matrices (no PyG dependency) with DEC pooling + interpretable transformer encoder.OtherNo warnings★ 215↓ —
- list-skillsapache/magpiePrint a human-readable index of every skill installed for this repository, grouped by the family each one declares, with the name to invoke it by and the first sentence of its `description`. Generated on every run from live `SKILL.md` frontmatter, so it never goes stale.OtherReview first★ 138↓ —
- distill-protocolagenmod/immortal-skill蒸馏协议：为个人数字资料生成人类可读条款与机器可读 manifest；戏称「牛马保护法」仅为传播梗，非法律意见。OtherNo warnings★ 1.1K↓ —
- 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↓ —
- better-prompthuangwb8/skills当用户明确要求"优化 prompt"、"改进提示词"、"润色指令"、"将简陋 prompt 转换为最佳实践版本"，或要求"把 prompt 改写成伪代码"、"翻译成程序结构/可编程自然语言"时使用。支持两种输出模式：standard（基于 OpenAI/Anthropic 官方最佳实践做增强优化）与 prompt_program（严格等价翻译为 Prompt Program 方言）。OtherReview first★ 50↓ —
- 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↓ —
- 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↓ —
- 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↓ —
- seq-wranglerBioTender-max/awesome-bio-agent-skillsNGS read QC, alignment, and BAM processing pipeline. Wraps FastQC, BWA/Bowtie2/Minimap2, SAMtools, and MultiQC for automated read-to-BAM workflows.OtherNo warnings★ 215↓ —
- jeffrey-c-hall-perspectiveBioTender-max/awesome-bio-agent-skills诺贝尔医学奖得主Jeffrey C. Hall的思维视角。2017年因发现昼夜节律分子机制获奖。 核心镜片：基础研究的长期主义、模型生物的非直觉力量、负反馈回路的哲学。 调研来源：14条（诺奖官网一手采访3篇、学术论文6篇、权威媒体5篇）。 心智模型：4个。触发词：「Hall视角」「果蝇哲学」「节律思维」「基础研究」。OtherNo warnings★ 215↓ —
- jack-w-szostak-perspectiveBioTender-max/awesome-bio-agent-skillsJack W. Szostak（2009年诺贝尔生理学或医学奖得主）思维框架。 端粒与端粒酶的共同发现者，RNA世界假说/生命起源领域的领军人物。 核心镜片：化学还原论+跨学科碰撞+问题选择艺术。 适用场景：科研方向选择、跨学科创新、从化学第一性原理思考生命问题、科研诚信决策。OtherNo warnings★ 215↓ —
- katalin-kariko-perspectiveBioTender-max/awesome-bio-agent-skills诺贝尔奖得主Katalin Karikó的认知框架——40年逆共识坚持、从边缘到改变世界的思维操作系统。 核心镜片：内在信念驱动、问题导向超越领域、实验验证高于同行评价。 触发词：「卡里科」「Karikó」「mRNA思维」「逆共识坚持」「长期主义科学家」「被低估的天才」。OtherNo warnings★ 215↓ —
- filteringBioTender-max/awesome-bio-agent-skillsUse this model doc whenever the user wants to perform neuroimaging signal denoising with classical temporal filtering methods. This is a non-deep-learning preprocessing route focused on temporal cleaning, frequency selection, and preparation of cleaner time series for downstream analysis.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↓ —
re-pwn
freyrswift/UaStation
OtherUpdated yesterday
From the author
CTF pwn 入门：栈溢出、格式化字符串、ret2libc。 触发词：pwn、栈溢出、格式化字符串、ret2libc、ROP、shellcode 注入
Install
npx skills add freyrswift/UaStation --skill re-pwn -a claude-code
Installs to .claude/skills/re-pwn/ · 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
- Uses sudoLow
Why 74
Security95
Provenance61
Maintenance100
Licence45
Adoption31
Files (1)
- SKILL.md