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.
46,100 skills from 2,198 repositories · updated 4 hours ago
9,541 skills
- pymcK-Dense-AI/scientific-agent-skillsBuilds and checks Bayesian models with PyMC, including hierarchical models, NUTS MCMC, variational inference, mutable-data predictions, posterior predictive checks, diagnostics, and PSIS-LOO model comparison. Use for probabilistic modeling and uncertainty inference in PyMC.OtherNo warnings★ 55.2K↓ —Also in 1 other repo
- cizhuan-mudiban-xuangou-zhinanzx029w/zhuangxiu-skills瓷砖木地板选购指南专用 Skill。覆盖木纹砖与通铺、铺贴工艺、木地板选购、踢脚线与过门石、厨卫砖、瓷砖选购等全流程，倒序整合西安装修课堂会员版知识库精华，帮用户装出更省心、不踩坑的瓷砖木地板选购。OtherNo warnings★ 86↓ —
- continuityparcadei/Continuous-Claude-v3Problem-solving strategies for continuity in real analysisOtherNo warnings★ 3.9K↓ —
- watchers-runaAAaqwq/AGI-Super-TeamAutomatic trigger monitoring for leadsOtherNo warnings★ 112↓ —
- chuanglian-xuangou-zhinanzx029w/zhuangxiu-skills窗帘选购指南专用 Skill。覆盖窗帘款式、遮光防晒、布艺与纱帘、罗马杆与轨道、飘窗异形窗、电动智能窗帘、安装测量、搭配选购等全流程，整合西安装修课堂装修知识库精华，帮用户一次选对窗帘，遮光隐私好看又好用。OtherNo warnings★ 86↓ —
- svelte-developmenttravisjneuman/.claudeSvelte 5 development with runes ($state, $derived, $effect), SvelteKit full-stack framework, and modern reactive patterns. Use when building Svelte applications, implementing fine-grained reactivity, or working with SvelteKit routing and server functions.OtherNo warnings★ 106↓ —
- social-signal-and-tactFAIRY123456789/human-edge-agent-skillsRead relationship signals across a conversation, infer what changed between turns, then turn awkward, overly formal, blunt, or AI-sounding messages to teachers, leaders, mentors, senior colleagues, partners, acquaintances, or potential professional contacts into short, natural, relationship-aware communication. Use for tactful praise, upward communication, progress updates, favors, reminders, apologies, disagreement, gift and courtesy messages, proxy greetings, holiday wishes, warm friend-like chat, trust-building, private invitations, role entrustment, third-party endorsement, and deciding when not to convert goodwill into a request.OtherNo warnings★ 108↓ —
- skill-createSummerEngine/summerBootstrap a new Summer library skill (library/skills/<slug>/ with resource.yaml and SKILL.md), frontmatter, and stub sections.OtherNo warnings★ 89↓ —
- pm-brand-motionkonglong87/superPMUse when: 需要为品牌设计动效方向、制作 logo 动画 demo、定义品牌动效性格、从静态 logo 到动态展示的过渡 Do NOT use when: 需要专业级动效交付（应交给设计师）、已有成品动效无需方向验证、仅需要文字描述不需要 demoOtherNo warnings★ 84↓ —
- chatbot-messaging-expertroedyrustam/vibes-plugExpert guide for chatbot and messaging platform integration (WhatsApp Business, Telegram Bot, Discord.js, Slack Bolt) and conversational AI / Panduan ahli integrasi chatbot dan platform messaging (WhatsApp Business, Telegram Bot, Discord.js, Slack Bolt) dan AI percakapan.OtherNo warnings★ 115↓ —
- pm-portfoliokonglong87/superPMUse when: 管理多个产品线需要组合决策、BCG矩阵分析、产品生命周期评估、资源分配 Do NOT use when: 单一产品无需组合管理、产品线已固定无需调整OtherNo warnings★ 84↓ —
- 装修方案诊断zx029w/zhuangxiu-skills【装修方案拿不准必看】你的装修方案合理吗？不知道布局对不对、收纳够不够、风格怎么选、户型能不能改？这个Skill内置装修课堂381篇文章，直接诊断你的方案——问设计布局、问户型改造、问收纳规划、问风格搭配、问翻车避坑、问设计师怎么选，全部覆盖。适合正在确认方案、担心布局不合理、想优化空间利用的业主。OtherNo warnings★ 86↓ —
- de-ai-ifyaAAaqwq/AGI-Super-Team将AI生成的机械化文本转换为自然、有人情味的人类写作风格OtherNo warnings★ 112↓ —
- query-leadsaAAaqwq/AGI-Super-TeamSearch, filter, reports on CRM dataOtherNo warnings★ 112↓ —
- pm-user-storykonglong87/superPMUse when: 需要将需求转化为用户故事、准备敏捷开发任务、进行需求拆分、编写验收标准 Do NOT use when: 需求已可直接进入开发、团队不使用用户故事格式OtherNo warnings★ 84↓ —
- 装修公司避雷指南zx029w/zhuangxiu-skills【选装修公司必看】你正在找装修公司吗？不知道怎么选、怕被坑、担心中途加钱、想提前排查风险？这个Skill内置专业装修知识体系（5篇核心参考文献），直接教你筛选方法——问怎么选公司、问哪些公司不能选、问报价单怎么看、问合同怎么签、问中途加钱怎么办，全部覆盖。适合正在选装修公司、拿到报价单不知怎么看、担心被坑的业主。OtherNo warnings★ 86↓ —
- pm-feedbackkonglong87/superPMUse when: 需要分析用户反馈和评论、评估用户满意度、收集产品改进建议、进行情感分析 Do NOT use when: 用户反馈数据极少、仅需收集无需分析OtherNo warnings★ 84↓ —
- pm-competitorkonglong87/superPMUse when: 需要持续监控竞品动态、建立竞品情报预警、定期输出竞品监控月报、追踪竞品版本/定价/功能/舆情/融资异动 Do NOT use when: 仅需一次性竞品调研（用 pm-market / pm-search --type=competitor）；产品尚无明确竞品OtherNo warnings★ 84↓ —
- composioaAAaqwq/AGI-Super-TeamBuild AI agents and apps with Composio - access 200+ external tools with Tool Router or direct executionOtherNo warnings★ 112↓ —
- pm-decisionkonglong87/superPMUse when: 需要做重大战略决策（自研vs外包vs收购）、投资评估、多方案比较选择 Do NOT use when: 决策已由高层确定、决策影响极小无需系统分析OtherNo warnings★ 84↓ —
- alterlab-cellxgeneAlterLab-IEU/AlterLab-Academic-SkillsQuery the CZ CELLxGENE Census (200M+ cells) programmatically via cellxgene-census and TileDB-SOMA, slicing expression by tissue, disease, or cell type and returning AnnData. Use when pulling reference single-cell RNA-seq data from the largest curated public atlas, running population-scale queries, or benchmarking your data against a reference — for analyzing your own dataset use scanpy or scvi-tools. Part of the AlterLab Academic Skills suite.OtherNo warnings★ 78↓ —
- pm-business-modelkonglong87/superPMUse when: 需要设计商业模式画布、规划盈利模式、制定定价策略、设计收入模型 Do NOT use when: 商业模式已确定且已验证、仅需简单定价调整而非全面设计OtherNo warnings★ 84↓ —
- pm-riskkonglong87/superPMUse when: 技术方案完成后需要风险排查、上线前风险识别评估、项目关键节点风险管控 Do NOT use when: 项目极小风险可控、已存在完整的风险管理机制无需新建OtherNo warnings★ 84↓ —
- content-classificationcxcscmu/SkillLearnBenchClassify documents by subject using keyword matching and text analysisOtherNo warnings★ 91↓ —
ai-llm-integration-expert
roedyrustam/vibes-plug
OtherUpdated 3 days ago
From the author
LLM integration, MCP v1.x protocols, hybrid reasoning, and RAG / Integrasi LLM, protokol MCP v1.x, hybrid reasoning, dan RAG.
Install
npx skills add roedyrustam/vibes-plug --skill ai-llm-integration-expert -a claude-code
Installs to .claude/skills/ai-llm-integration-expert/ · 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
Instructions onlyNo network use seenLicence: MIT
Safety checks on SKILL.md
No warnings.
Why 83
Security100
Provenance65
Maintenance100
Licence100
Adoption36
Files (1)
- SKILL.md