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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telegraphic-dev Bundle Quota GateUse before expensive, long-running, automated, or quota-sensitive AI coding agent work to check subscription quota and fail closed when quota is low or unknown.
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tenstorrent Skill Feature Branch Pr 2Make a change in tt-cli the team way: branch off `main` with a `<username>/<feature>` branch, keep the diff minimal and in-scope, verify with the fake-mode test suite (and the real CLI where it applies) before pushing, leave every other branch untouched, and open a PR against `main` with a human, professional title and description. Use whenever the user asks to start a feature/fix/branch, make a change and open a pull request, or "do this properly on a new branch" in this repo. Enforces no AI-tool attribution in commits, PR text, or review comments.
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theopenco Skill Changelog 2Write a new LLM Gateway changelog entry. Use when the user says "changelog", "changelog entry", "write a changelog", "add a changelog", "announce this feature", or asks to document a shipped feature for the public changelog. Produces the dated markdown file under apps/ui/src/content/changelog plus a gpt-image-2 prompt for the OpenGraph image.
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tigerless-labs Skill Agent MemoryRead and write the shared long-term memory store. Use before starting a task that might already have been solved, and at the end of a task that produced anything durable.
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tivojn Bundle DOCX Design Agent 2Expert Word document design agent for macOS using python-docx and AppleScript. Creates and edits stunning, professional documents with premium design quality. Use when: (1) Creating new Word documents from scratch with python-docx, (2) Editing or redesigning existing .docx files, (3) Building documents with custom design (cover pages, styled tables, callout cards, pull quotes, sidebars, KPI panels), (4) Live editing documents via AppleScript IPC (text, fonts, paragraphs, find/replace, fields, TOC), (5) Updating fields, TOC, or exporting to PDF via AppleScript on macOS, (6) Generating AI images for document covers and content, (7) Any task requiring python-docx code generation with design best practices.
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tommy99456 Bundle Cangjie SkillDistill a book, long-video transcript, podcast, course, or interview into a coherent set of executable skills. Use when the user asks to "拆书" / "蒸馏一本书" / "把 XX 书做成 skill" / "把这个视频/播客/课程蒸馏成 skill" / "turn a book or video into skills" — i.e. wants the frameworks, principles, and methodologies in long-form content extracted into atomic, reusable Claude skills that an agent can invoke in real-world situations. NOT for simple summarization, book reviews, or role-playing as the author (that is nuwa-skill's job).
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troioi-vn Bundle Meo Mai Moi MCPUse when the user asks to connect to, authorize, or do anything with Meo Mai Moi through its remote OAuth MCP gateway: a pet, care, placement, finance, or account task run over MCP, or choosing and upgrading the scopes one needs. Not for direct REST calls with a personal Meo API token, which the separate meo-mai-moi skill covers.
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troutworld1234-ops Bundle GlomzAgent Octagon + Peer Review Platform. AI agents battle in bloodsport (roast/improve/kill), submit code for constructive reviews, private threads, challenges, learning from spectating, avatars, hotfixes, knowledge tiers. Cross-model collaboration and public spectacle.
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tsaol Bundle Tokenmaxxer 2A motivational agent that drives Claude Code to do deeper, more thorough work. Not enforcement — motivation. Changes Claude's identity, injects self-reflection, and raises aspiration levels so agents naturally want to do more. Works through CLAUDE.md directives, hooks, and self-reflection prompts.
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tzwkb Bundle Wecom AgentUse when 处理企业微信/企微/wecom 任务,包括本地聊天记录解密读取、离线搜索导出、媒体/文档定位,以及通过 WecomTeam 官方 CLI/Bot 能力发消息、查通讯录、读写文档、表格、日程、会议、待办。
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uizze Bundle Anti UI Slop 3Stop coding agents from shipping generic UI. Use UIZZE's 800,000+ real web and iOS screens to build product-specific interfaces, define a design contract, cover required states, and run a hard finish gate. Use when designing, implementing, redesigning, critiquing, or pre-ship reviewing a web or iOS interface in Codex, Claude Code, Cursor, Copilot, or another coding agent. Trigger with "anti-ui-slop", "stop UI slop", "ground this UI in real screens", or "run the UI finish gate".
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urmzd Skill ResumeGenerate polished resumes (PDF, DOCX, Markdown) from JSON data. Installs the incipit CLI, provides the resume schema, and uses templates for rendering. The agent writes JSON directly — no AI subcommands needed.
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uuzjw Skill Autonomous AgentEnforce a maximally autonomous, self-directed working protocol on the assistant. Apply whenever the user asks the agent to complete a task, build a feature, fix a bug, or "just handle it / do it yourself / figure it out / don't come back until it works / stop asking me". Use ONLY when the user wants the agent to act independently and almost never consult them: decide on defaults yourself, decompose the work, explore on your own, solve problems by yourself, push through blockers, and escalate only for direct safety or irreversibility — not for convenience. If the user also signals they will be unavailable ("I'm going out / don't ask me anything"), the agent enters Locked Mode and must never ask, even for safety — it just decides, acts, and keeps records.
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varnan-tech Bundle Reddit Post Engine 2Writes and optionally posts a Reddit post for any subreddit, following that subreddit's specific culture and rules. Drafts a title, body, and first comment using the 90/10 rule. Uses Composio Reddit MCP for optional direct posting. Use when asked to post on Reddit, draft a Reddit post, share a project on Reddit, write a subreddit post, or launch something on Reddit. Trigger when a user says "post this on Reddit", "write a Reddit post for r/...", "help me launch on Reddit", "draft something for Reddit", or "how do I share this on Reddit without getting banned".
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vectorize-io Skill Create Agent 2Create a new Hindsight-powered subagent with long-term memory. Use when the user wants a specialized agent that learns and remembers across sessions.
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vinilana Bundle Develop Invokta Project 2Develop this generated Invokta Action Engine when changing capabilities, dependencies, tests, or its direct invocation and MCP HTTP channels. Use for implementation, refactoring, debugging, and contract review in this project.
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vinitgirdhar Bundle LLM CouncilRun any question, idea, or decision through a council of 5 AI advisors who independently analyze it, peer-review each other anonymously, and synthesize a final verdict. Based on Karpathy's LLM Council methodology. MANDATORY TRIGGERS: 'council this', 'run the council', 'war room this', 'pressure-test this', 'stress-test this', 'debate this'. STRONG TRIGGERS (use when combined with a real decision or tradeoff): 'should I X or Y', 'which option', 'what would you do', 'is this the right move', 'validate this', 'get multiple perspectives', 'I can't decide', 'I'm torn between'. Do NOT trigger on simple yes/no questions, factual lookups, or casual 'should I' without a meaningful tradeoff (e.g. 'should I use markdown' is not a council question). DO trigger when the user presents a genuine decision with stakes, multiple options, and context that suggests they want it pressure-tested from multiple angles.
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vvkmnn Skill Claude Orator 2Use when dispatching subagents with non-trivial prompts, writing system prompts or skill descriptions, or when any prompt feels vague — scores 7 quality dimensions, auto-selects from 11 techniques, and rewrites with before/after scores.
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wangjiansudi-hash Skill Wb Onboarding Assistant生成 WorkBuddy 技能(SKILL.md)与连接器(MCP/CLI)配置包。Use when a developer wants to onboard a project into WorkBuddy, generate a Skill (SKILL.md) or Connector (connector-meta.json / mcp.json / cli.json), or integrate an existing API/CLI/service so an AI can call it.
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wdm0006 Skill Local Dev 2Stand up and verify a local dev environment for keeks-elote (uv + Makefile; pure Python library, no services)
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wdobry Skill Laya IntegrationAdd fast, local, typed decisions to any project with Laya, an open-source non-generative decision model (pip install laya). It classifies, routes, scores and answers yes/no questions about a piece of text, returning calibrated probabilities in roughly 20-35 ms on a laptop GPU, with no LLM call and no data leaving the machine. Use this skill whenever the user wants to classify or route text, triage tickets or emails, detect spam, phishing, toxicity or intent, put a guardrail in front of an agent or LLM, score something against a rubric, or replace an LLM-based classifier to cut latency or cost. Also use it when they mention Laya, Jev, a "System 1 model", "typed decisions" or a "decision model", even if they never name Laya.
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wenjimods Bundle Timeboxed ExecutionRun deadline-bound or scope-sensitive agent tasks with explicit done conditions, protected verification time, evidence gates, and safe-stop rules. Use for rapid implementation, debugging, integration, delegated work, feasibility gates, or tasks where scope drift, false completion, repeated failure, or deadline overruns are material risks.
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wise-toddler Bundle MCP CLICall any MCP server tool as a CLI command with shell composition. Use when tool args come from files, pipes, or shell commands. Trigger on "mcp-call", "call mcp from cli", or when MCP tool content is in a file.
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x-zero-l Bundle Gemini CLI 2Ask Gemini via the local `gemini` CLI (no MCP). Use when the user says "ask gemini" / "use gemini", wants a second opinion, needs large-context `@path` analysis, sandbox runs, or structured change-mode edits.
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xiaolai Bundle Claude Agent Sdk 2Build autonomous AI agents with Claude Agent SDK. TypeScript v0.2.141 | Python v0.2.82. Covers: query(), hooks, subagents, MCP, permissions, sandbox, structured outputs, and sessions. Use when: building AI agents, configuring MCP servers, setting up permissions/hooks, using structured outputs, troubleshooting SDK errors, or working with subagents.
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xlight Skill Visionary CLIAnalyze images with DeepSeek's vision model via the visionary-server CLI. Use this whenever the user provides an image, photo, screenshot, or document with images - run vision to look at it rather than guessing.
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xxjrq Bundle Easy Webbridge让 AI Agent 直接操作已经登录的真实浏览器,保留现有登录态,按 browserId 精确控制 Chrome、Edge、QQ 浏览器和 Chromium 实例;所有需要打开页面的任务默认创建独立标签组并复用组内页面,避免散落大量标签页。Use when an agent needs browser automation, authenticated admin work, web research, file upload, screenshots, DOM/page inspection, or CDP commands in an existing browser session. Also supports EasyBR multi-profile environments.
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comet-ml Bundle Opik 2This skill should be used when the user needs to add Opik tracing or integrations to their code, instrument an LLM application, or needs reference for Opik SDK usage (Python, TypeScript, REST API). Use for tasks like "add tracing", "instrument my code", "use track_openai", "add OpikTracer", "what span types are available", "how to flush traces".
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computerlovetech Skill Release 2Release process for the video-edit-cli package. Handles version bumping (major/minor/patch/beta), changelog updates, pre-release quality checks, wheel verification (including the bundled agent skills), publishing to PyPI, git tagging, and the GitHub Release. Use this skill whenever the user wants to cut a release, bump the version, or publish to PyPI — even if they just say "let's ship it".
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cursor Bundle Dag Task Runner 2Decompose a user's task into a DAG of subtasks and execute them with Cursor SDK local subagents in topological order, rendering live streaming status to a canvas. Each task has a complexity (HIGH/MED/LOW) that maps to a model. Use when the user asks to fan out work, decompose a task into a DAG, run subagents in parallel, or break a large task into a dependency graph.
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cutedyno Bundle CutedynoPublish and schedule social posts for TikTok, Instagram, Facebook, LinkedIn, and YouTube via REST API, hosted MCP, stdio MCP, or JSON CLI. Trigger for: social media publishing, scheduling, OAuth account connection, media upload, multi-profile agencies, or any mention of "cutedyno".
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dataelement Skill MCP InstallerMCP Tool Installer
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eastgold15 Skill Skill Manage管理本机 Agent Skills 的安装、卸载、上游更新与集中收编。当用户说「安装/启用某个 skill 到项目或全局」「卸载/移除某个 skill」「更新 skill」「看看有哪些 skill」「skill 散落各处」「扫描 skill」「skill 冲突了」时使用本工具,而不是手动创建目录或复制文件。
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emtcmca Skill Prompt Engineering 2The shared prompt & context engineering engine. Use when sharpening a rough request into a complete prompt, authoring a reusable agent/system prompt, or reviewing a draft through expert lenses. Invoked by the /sharpen, /forge-agent, and /lens commands, and usable directly whenever a user's request is vague, under-specified, or would benefit from gap-filling, push-back, and a professional review pass.
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epsilla-cloud Bundle Clawtrace Self EvolveAsk Tracy to analyze your recent trajectories and improve your agent behavior based on data-driven recommendations.
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fairladyz625 Bundle Preset Creator 2Use when creating, reviewing, improving, or installing Coding Agent Harness preset packages for repeatable task families.
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 quota-gate, feature-branch-pr, changelog. 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.