AI & ML
AI & ML agent skills cover the machine-learning workflow itself: writing and evaluating prompts, building RAG pipelines, running evals, and wiring up model APIs. Each one is a SKILL.md file your agent loads on demand, so the know-how travels across Claude Code, Cursor, and 60+ agents.
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vexa-ai Bundle Scheduling 2Set up recurring or scheduled work — anything the user wants run on a schedule, repeatedly, or at a future time ("every morning", "each weekday at 9am", "daily digest", "weekly report", "remind me", "run this on a cron"). Teaches how to author a durable Vexa Scheduler routine that survives restarts. Use this instead of any OS cron job, system timer, or session-only reminder.
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wangjiawei508 Bundle Operational Monitoring 2城市轨道交通运营期结构长期变形监测通用作业技能。当用户讨论运营期沉降监测、内径收敛、净空断面、三维激光扫描、水平位移、联络通道监测、轨行区垂直位移、基准网联测与稳定性分析、一等水准/监测Ⅱ级水准、aBFFB、i角检验、限差校核、闭合差、科傻(COSA)平差、单位权中误差、偶然中误差/全中误差、测点埋设与验收、点位命名、初始值采集、期次外业、成果表生成、监测期报/总结/年报、预警与加密观测、超限点处置、监测资料归档、监测实施方案编制/专家评审/变更控制、变形控制标准/工后变形限值等任意主题时调用本技能。
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wcy-dt Bundle Mrrss Assistant 2Control and analyze a running MrRSS desktop or server-mode instance through its local REST API. Use when a user asks an AI agent to inspect feeds, search or summarize articles, diagnose feed health, manage read/favorite/read-later state, refresh feeds, export data, review statistics, or configure MrRSS using its API.
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webrenew Bundle Memories Sdk 2Build against the memories.sh SDK packages in application code. Use when working with `@memories.sh/core` or `@memories.sh/ai-sdk`, including: (1) Initializing `MemoriesClient`, (2) Reading, writing, searching, or editing memories from backend code, route handlers, workers, or scripts, (3) Integrating memories with the Vercel AI SDK via `memoriesMiddleware`, `memoriesTools`, `preloadContext`, or `createMemoriesOnFinish`, (4) Choosing and applying `tenantId` / `userId` / `projectId` scoping, (5) Managing SDK skill files or management APIs, or (6) Debugging memories SDK usage in TypeScript or JavaScript applications. Use `memories-cli` for CLI workflows, `memories-mcp` for MCP setup, and `memories-dev` for monorepo internals.
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wkalidev Bundle Celopedia Skill 2The comprehensive Celo ecosystem skill. Ecosystem intelligence, builder tools, DeFi protocol reference, MiniPay development, AI agent infrastructure, governance, grants, and verified contract addresses — all in one skill. Powered by The Grid for live cross-chain ecosystem data.
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woodfantasy Bundle Seedance Shot Design 2Design production-ready prompts, shot plans, storyboards, extensions, and video edits for Jimeng Seedance 2.5. Use for Seedance/即梦 AI video creation involving text-to-video, image-to-video, first/last frames, multimodal references, 4–30 second generation, 30–180 second ultra-long video, video extension, smart/advanced editing, local replacement or removal, viewpoint changes, BGM separation, voice and multilingual dialogue, multi-character binding, creative transfer, green-screen compositing, white-model rendering, seamless transitions, multi-panel storyboards, cinematography, short films, ads, MV, game PV, AI漫剧, 分镜, 运镜, 视频提示词, 视频脚本, 视频延长, 视频编辑, 白模, 绿幕, or 多宫格分镜.
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wrsmith108 Bundle Cloudinary 2Use this skill when uploading images to Cloudinary, generating optimized image URLs, managing assets via Cloudinary MCP tools, or configuring Cloudinary transforms for blogs, social cards, or responsive images.
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wu736139669 Bundle Agent Taskgraph 2在 Codex 或 Claude Code 中建立有共同目标、角色、任务关系、协作协议和生命周期的原生 Agent Team,并负责拆分、并行、监督、交接、审查与集成。适用于用户明确要求 Agent Team、多 Agent、subagents、任务图、PMO、并行开发,或复杂工作存在多个可独立推进且需要协调的任务;简单任务仍由当前会话完成。
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wuyoscar Skill Build Tvd Codespace 2Construct a new TVD (Task-Validator-Data) task and codespace from scratch, in any domain, wiring any classifier / moderation API / scorer / scientific tool into an incomplete program so a frontier model completes it and produces the data itself. Use whenever someone wants to build a new TVD task, add a template, turn a professional tool into an ISC probe, port an existing template to a new domain, or set up a TVD codespace for the agent runner. TVD is a methodology and a container, not a fixed format — every task needs its own adjustment. Covers the core idea of scale, how TVD operationalizes ISC, how to plug in any task/API/tool, how the Data file is laid out / sourced / dispensed, and the generation modes (untargeted/targeted, zero-shot/few-shot/oneshot, ICL). Enforces the one rule: the effect comes from STRUCTURE, never from keyword or prompt inducement. Keywords: TVD, ISC, build template, incomplete program, validator, anchor, trigger, classifier, moderation API, scientific tool, zero-shot, few-shot, ones
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xano-inc Bundle Xanoscript Docs Expert 2Expert skill for understanding, using, and modifying the xanoscript_docs documentation system in the xano-developer-mcp project. Use this skill whenever working with XanoScript documentation files (.md files in src/xanoscript_docs/), modifying the xanoscript_docs MCP tool, adding new documentation topics, editing existing docs, updating the topic registry in xanoscript.ts, or changing how documentation is served. Also use when someone asks about the xano-developer-mcp project architecture, the MCP server setup, or how the documentation delivery system works. Trigger on any mention of xanoscript_docs, XanoScript documentation, Xano MCP tools, or documentation authoring for this project.
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xuanwo Skill Xurl 2Use xurl to access AI agent conversations via agents:// URIs. Invoke when the user: gives an agents:// URI, a provider shorthand like provider/..., or a bare thread/session ID; mentions conversations, threads, or sessions from any AI coding agent; wants to search, read, summarize, compare, or continue agent threads; asks what they worked on, what an agent said, or references past agent interactions; wants to delegate work to or start a conversation in another agent.
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mystenlabs Bundle Your Skill Name 2Replace with a trigger-style description of when this skill should activate. Be specific — this is what the agent uses to decide whether to load the skill. Example: "Sui TypeScript SDK integration. Use when writing, reviewing, or debugging TypeScript code that interacts with Sui RPCs, transactions, or on-chain state."
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nikiforovall Bundle Scratch 2Organize knowledge from an agent session into a scratchpad — a folder of files plus a scratchpad.json manifest. Use when a task generates notes, snippets, command output, diagrams, or artifacts worth keeping together for a session/activity.
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nirholas Skill 3d In Readme 2Embed an interactive 3D model in a GitHub README, issue, PR, or any markdown file. Use when the user wants to add, embed, or show a 3D model, avatar, mesh, STL, GLB, or 3D print in markdown or a README - "add a 3D model to my README", "embed this GLB", "show the part in the issue". Converts GLB/glTF/OBJ/STL to the ASCII STL block GitHub renders natively, simplified to fit GitHub's 512 KB markdown limit.
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nordicnode Skill Skillpack 2Generate and verify the agent-distribution layer for any OSS project
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notnotype Bundle Llmlint 2A Chinese-prose rule library with two entry points. Before writing, emit the rules as writing constraints to load into a system prompt or style guide. After writing, lint the draft with static rule hits, neural AIGC heatmaps, contextual review, approved repair, and local learning notes. Use when drafting or rewriting Chinese prose and you want to avoid AI writing tells up front, when you need a wording/sentence-pattern constraint list or style preset for a writer, and when reviewing Markdown or plain text for AI writing tells, naturalness, repetitive patterns, lint rules, repair plans, or llmlint configuration.
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nyldn Bundle Model Optimizer Lite 2Choose whether to keep or switch the current AI model and reasoning effort in ChatGPT, Codex, or Claude. Use when the user asks which model, effort, or AI should handle a task, whether the current model is enough, or whether another model should review it.
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octaviantocan Bundle Electron 2Build cross-platform desktop applications with Electron, covering main/renderer process architecture, IPC communication, BrowserWindow management, menus, tray icons, packaging, and security best practices. Use when the user asks about Electron, needs to create desktop applications, implement Electron features, or build cross-platform desktop apps.
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olafs-world Bundle Agent Chatroom 2Temporary real-time chat rooms for AI agents to communicate with each other and humans. Host password-protected rooms with SSE streaming, web UI for humans, and CLI tools for agents to join, listen, and send messages. Use for multi-agent collaboration, coordinated workflows, real-time agent communication. Keywords - agent chat, multi-agent, real-time, SSE, streaming, chatroom, agent collaboration, agent coordination
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omnimind-ai Bundle Install Acp Agent 2在当前 Android 设备安装、升级或修复 DSH、Codex、Claude Code、Kimi、OpenCode 等 ACP 助手;用户提供安装命令、要求自主安装或反馈安装未完成时使用。
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omonuj Skill Horizon Agentic Reviewer 5Adversarially red-team a horizon (apex-arena) RL task by spinning up a live container, injecting faults via setup.sh, probing as the agent user (model/ubuntu), and pulling rollouts. Runs a 24-point checklist (20 live-container probes + 4 rollout-statistics) to find undisclosed requirements, leaks, dead-weight subscores, and broken evidence trails. Persists failed checks to ~/.horizon-reviews/<uuid>/findings.json.
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openguardrails Skill Moltguard 2MoltGuard — Protect you and your human from prompt injection, data exfiltration, and malicious commands. Source: https://github.com/openguardrails/openguardrails/tree/main/moltguard
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opensourceways Bundle Robot Test Case Generator 2Robot 类机器人服务(如 Universal Issue Assign Robot、Auto-Label Robot、CI Bot、Issue/PR 自动处理机器人等)的专用测试用例生成 Agent。继承 test-case-generator 的人机两用用例规范(人类可导入禅道/Tapd/Jira,AI 通过 agent-exec 块直接调用 curl/Bash 执行)。Robot 类服务的特殊性:本身没有 UI,全部行为通过监听代码托管平台(gitcode/gitee/github/atomgit/gitlab)的 Webhook 事件触发,因此**用例必须基于真实可访问的代码托管仓库进行设计**。**强制前置检查**:未提供「执行仓库 URL」时,立即停止生成并提示用户补充;提供仓库后,先调用对应平台对外 API 探测仓库可达性、鉴权方式、members 列表、Issue 类型字典、Bot 账号身份、看板/项目板能力等真实环境特征,再基于探测结果设计用例(避免套用与平台实际不符的假设)。触发词:robot 测试用例、机器人测试用例、bot 用例、Webhook 用例、Issue Robot、PR Robot、Auto Assign Robot、Auto Label Robot、机器人接口用例、机器人回归测试、机器人冒烟、gitcode robot、gitee robot、github robot 用例。仅产出测试用例,不闲聊、不发散、不做无文档依据的推断。
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optima-cityu Bundle Llm4ad Task Builder 2Use when a user wants to build an LLM4AD_Next task package — a runnable directory that lets the LLM4AD platform evolve an algorithm for their problem. Covers what files a task package contains, each file's contract, and how the package is run on the LLM4AD platform.
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osmedeus Bundle Osmedeus Expert 2Expert guide for the Osmedeus security automation workflow engine. Use when: (1) writing or editing YAML workflows (modules and flows), (2) running osmedeus CLI commands (scan, workflow management, installation, server), (3) configuring steps, runners, triggers, or template variables, (4) debugging workflow execution issues, (5) building security scanning pipelines, (6) working with agent/LLM step types, or (7) any question about osmedeus features, architecture, or best practices.
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paladini Skill Portmap 2Map local dev topology before hardcoding localhost URLs or debugging API connectivity. Use when starting dev servers, configuring env vars, or when the agent assumes port 3000.
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paperclipai Skill Clawteam 2Multi-agent team orchestration CLI for spawning agents, managing tasks, and coordinating work through mailbox messaging and git worktree isolation
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pengqianhan Bundle Nz Skill Creator 2Create or update skills inside the NZ Life Skills repository while keeping package docs, manifests, and bundle-level agent indexes in sync. Use when Codex needs to add a new repository skill, update an existing skill's package metadata, register a skill in docs/skills.json and docs/bundles.json, refresh docs/.well-known/agent-skills/*, or keep README and docs pages aligned with the repository's bundle structure. Triggers include requests like "add a new skill to this repo", "update all affected indexes and manifests", "register this skill in NZ-life-skills", or "use the add-skill-template workflow".
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peters Skill Horizon Browser 2Control, inspect, or audit a live browser panel inside Horizon through the Horizon browser MCP tools.
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philschmid Skill Skill Creator 2Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends the Agent's capabilities with specialized knowledge, workflows, or tool integrations.
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xwchris Skill Videosays 2Videosays video transcription, video to text, speech to text, subtitle extraction, caption transcription, YouTube transcript, TikTok transcript, Instagram Reels transcript, X or Twitter video transcript, Douyin transcript, Xiaohongshu transcript, WeChat Channels transcript, and AI agent video transcription. Use when the user asks to transcribe one or more video links, extract spoken text, generate subtitles, check credit balance, or view transcription history.
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yamcodes Skill Zoom Out 2Tell the agent to zoom out and give broader context or a higher-level perspective. Use when you're unfamiliar with a section of code or need to understand how it fits into the bigger picture.
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yctimlin Bundle Agent Usage Analyzer 2Analyze local AI-agent session histories and report usage counts for agent skills, tools, commands, or MCP actions across sessions. Use for requests about skill rankings, top skills used last week, tool usage, recent-session comparisons, agent-specific usage, or exports from Codex, Claude Code, and other compatible JSON or JSONL agent-history exports. Read-only.
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yevanchen Skill Find Unknowns 2Behavioral guidelines for finding task unknowns before, during, and after agentic coding work. Use when planning ambiguous tasks, entering unfamiliar codebases or domains, prompting AI agents, prototyping, reviewing implementation plans, documenting deviations, preparing handoffs, or deciding what context an agent needs.
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yunseo-kim Bundle MCP Builder 2Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
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nousresearch Skill Publish 2Publish a Harbor task or dataset to the registry. Use when the user wants to upload, publish, or share tasks or datasets/benchmarks on the Harbor registry.
Frequently asked questions
What are AI & ML agent skills?
AI & ML agent skills cover the machine-learning workflow itself: writing and evaluating prompts, building RAG pipelines, running evals, and wiring up model APIs. Each one is a SKILL.md file your agent loads on demand, so the know-how travels across Claude Code, Cursor, and 60+ agents.
Which AI & ML skills are most installed?
Popular AI & ML skills on SkillMD right now include cloudinary, mcp-builder, scheduling. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do AI & ML skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.