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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kentoje Bundle Agent Browser 3Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.
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kimyx0207 Bundle Goalpro 2当用户要写出高质量 Goal Prompt 和交付后继续进化用的 Loop Prompt,把模糊、战略性、多步骤、证据不足、持续/自动化或容易跑偏的请求整理成可执行、可验证、可暂停且带时间参数的目标契约时使用。适用于写 goal、优化任务提示词、明确 done/success criteria、deep research 后定战略、大改前 inventory、修复跑偏计划、识别可委托的重复 workflow、为 Codex 或 Claude Code 准备执行任务;默认只生成提示词,不执行 goal 或 loop,也不创建自动化。
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konbakuyomu Bundle Smart Search CLI 2Instructions for AI agents to use the local smart-search CLI for current web search, source-backed fact checking, URL fetching, site mapping, official/API/documentation search, deep research, and reproducible evidence instead of MCP tools or native web search.
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korovin-aa97 Skill Talkthrough 3Analyze narrated screen recordings and audio files through the talkthrough MCP server — triage feedback into findings, extract specs/backlogs/action items from recordings, and correlate spoken remarks with logs via wall-clock timestamps. Use when the user mentions a screen recording, screencast, narrated video/audio file, or asks to "watch" a recording and act on it.
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korsoftwaresolutions Bundle Agent Browser 2Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to "open a website", "fill out a form", "click a button", "take a screenshot", "scrape data from a page", "test this web app", "login to a site", "automate browser actions", or any task requiring programmatic web interaction.
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zirui-song Skill Overleaf 2Refresh local .tex/.bib files against Overleaf before AI edits, so the agent never edits a stale copy (default Overleaf-to-Dropbox sync lags 10-20 min). Refresh path: probe `/project/<id>/updates` (read-only), skip if nothing changed, skip if all changes were our own Dropbox round-trips, else download-zip and extract only the web-origin changed files. WHEN: (1) before editing .tex/.bib/.cls/.sty/.bst under Apps/Overleaf/<project>/ run `overleaf-sync-now sync`; (2) on user request to refresh; (3) for first-time auth run `overleaf-sync-now login`. Claude Code: a PreToolUse hook auto-runs sync; manual invocation rarely needed. Codex CLI: invoke sync explicitly. AUTH RECOVERY when sync/setup fails: run `overleaf-sync-now login` (browser-assisted, works on Chrome 130+). Do NOT tell the user to 'log into Overleaf' in their daily browser — on Chrome 130+ app-bound encryption blocks on-disk cookie extraction regardless of login state. See body for full recovery flow.
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zenml-io Skill Kitaru Authoring 2Guide for writing Kitaru durable workflows and operational control paths. Use when creating or refactoring Kitaru flows, checkpoints, waits, logging, artifacts, tracked LLM calls, replay/resume/retry flows, KitaruClient usage, CLI commands, MCP operations, or PydanticAI adapter integrations. Triggers on mentions of kitaru, @flow, @checkpoint, kitaru.wait, kitaru.log, kitaru.save, kitaru.load, kitaru.llm, KitaruClient, replay, resume, retry, `kitaru run`, `kitaru executions ...`, MCP tools, `wrap(...)`, or `hitl_tool(...)`.
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zereight Skill Roborev Guide 2Guide for using roborev continuous background code review. Use when the user asks about roborev install paths, git hooks, daemon status, review results, TUI, show/list/log commands, agent/model configuration, Codex/Claude/Pi agent settings, post-commit behavior, auto-fix, refine, or troubleshooting roborev review jobs.
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zeuslabsllc Bundle Theta Edgecloud Hermes 2Theta EdgeCloud Skill for Hermes: use Theta EdgeCloud for cost-conscious LLM, on-demand media/inference, dedicated OpenAI-compatible endpoints, GPU/deployment checks, and Theta Video workflows with command-scoped credentials and dry-run safety.
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lovits Bundle Awesome Novel 2和 AI 协作写小说的工作流系统。9 个 agent 协作完成从设定到归档的完整写作流程。入口检测 → 初始化/迁移 → 交 novel-agent 调度。适用场景:从零写新小说、导入已有小说。
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shpigford Skill Nurb 2Design 3D-printable parts as Python functions with nurb. Use when the user wants a part designed, changed, or checked for 3D printing (a bracket, mount, holder, enclosure, shelf, or any STL/STEP to print), and in any directory with a parts/ folder. The user describes the part and judges it in a browser; you model it.
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snyk Bundle Secure Dependency Health Check 2Helps choose secure, healthy open-source packages by evaluating vulnerability status, maintenance health, popularity, community, and security posture. Use this skill when: - Agent needs to import a new dependency - User asks "which package should I use for X?" - User wants to compare packages (A vs B) - User asks "is this package safe?" - User asks for a "secure alternative" to a package - User mentions "dependency health", "package chooser", or "package security"
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minimax-ai Bundle H3 Prompt Writing 2Write MiniMax H3 video generation prompts for T2VA, I2VA, FL2VA, L2VA, and Ref2VA. Use when rewriting multimodal requests into H3 prompt structures, composing integrated_multimodal_description, overall_soundscape, and non_diegetic_music, aligning keyframes, or defining reference labels for images, videos, and audio.
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txtx Bundle Surfpool Anchor Smoke 2Smoke test a local Surfpool build against Anchor's reusable test matrix. Use when an agent needs to build Surfpool from source, rebuild the Anchor CLI, point Anchor at the locally installed Surfpool binary, run the enabled entries from `.github/workflows/reusable-tests.yaml` one at a time with Anchor's local release build, and produce a failure report. Prompt for the Surfpool and Anchor repo roots when they are not already explicit in the task.
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xenova Bundle Transformers JS 2Run state-of-the-art machine learning models directly in JavaScript. `@huggingface/transformers` supports text, vision, audio, and multimodal tasks in browsers and Node.js / Bun / Deno, with WebGPU or WASM execution.
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razorpay Skill Razorpay MCP Tool Gen 2Generate Razorpay MCP server tool implementations from API documentation URLs, curl commands, or request/response examples. Produces Go tool code, unit tests, registration, and README updates. Use when the user provides a Razorpay API doc link, curl example, or request/response payload and wants a new MCP tool created.
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roin-orca Bundle Find Skills 2Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.
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tddworks Skill Fix Bug 2Guide for fixing bugs in ClaudeBar following Chicago School TDD and rich domain design. Use this skill when: (1) User reports a bug or unexpected behavior (2) Fixing a defect in existing functionality (3) User asks "fix this bug" or "this doesn't work correctly" (4) Correcting behavior that violates the user's mental model
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shanepadgett Bundle Agent Browser 2Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to "open a website", "fill out a form", "click a button", "take a screenshot", "scrape data from a page", "test this web app", "login to a site", "automate browser actions", or any task requiring programmatic web interaction.
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momozi1996 Bundle Tianya Gods Team 2天涯神贴大神智囊团 — 20位传奇大神组成的多Agent决策系统。 基于ClawTeam多Agent协作原理,实现「一个目标 → 20位大神并行分析 → 综合决策」的完整工作流。 核心机制: - 智能领导者Agent(协调者)接收目标,分配给20位专业大神 - 20位大神并行分析,各自输出专业视角 - 综合决策Agent整合所有视角,输出最终决策 使用方式: - 「启动天涯智囊团」+ 你的问题/目标 - 「召集大神」+ 你的问题/目标 - 「20位大神分析」+ 你的问题/目标 涵盖领域:权谋分析、经济预言、历史解读、文化解构、都市情感、技术分析、 黑帮江湖、盗墓探险、玄幻武侠、都市异能、悬疑推理、法医刑侦、历史穿越等。
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xiangteng007 Bundle China News Crawler 2中国新闻站点内容提取。支持微信公众号、今日头条、网易新闻、搜狐新闻、腾讯新闻。当用户需要提取中国新闻内容、抓取公众号文章、爬取新闻、或获取新闻JSON/Markdown时激活。
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ktg-one Bundle Context 2CONTEXT: Cognitive Order Normalized in Transformer EXtract Truncated. Cross-model context handoff via Progressive Density Layering, MLDoE expert compression, Japanese semantic density, and Negentropic Coherence Lattice validation. Creates portable carry-packets that transfer cognitive state between AI sessions. Use when context reaches 80%, switching models, ending sessions, user says save, quicksave, handoff, transfer, continue later, /qs, /context, or needs session continuity.
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kuddev Bundle Pebrel Runtime 2Control the live Pebrel terminal workspace from Codex or Claude Code. Use whenever the user asks to split panes, open a tab or file, run a command in another pane, start or prompt Codex/Claude, delegate a task to another agent, read output, wait for an agent, or says 分屏、开一个 Codex/Claude、打开 README、在上面/下面/左边/右边操作、把这个任务派给 Codex/Claude、让 codex 去改、问问另一个 agent、看看它跑完了没. Run `pebrel env` to orient, then use the supported Runtime API immediately instead of scanning processes or source code.
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l3digitalnet Skill Agent Handoff 2Use when starting or closing an agent session, routing durable repository facts, maintaining status or task state, recording bugs, validating handoff conformance, or reconciling an older handoff layout.
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l3wi Skill X CLI 2Use x-cli and x-mcp to interact with X/Twitter API v2, inspect auth and permission state, and run read or write social commands safely.
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lambdatest Bundle Rook 2Use rook to test, evaluate, red-team or regression-check an AI agent the user owns, or to interpret saved Rook results. Does not apply to ordinary unit tests, browser automation or web UI checks without an AI agent under test.
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pipelex Bundle Skybridge 2Guide developers through creating and updating ChatGPT and MCP apps. Covers the full lifecycle: brainstorming ideas against UX guidelines, bootstrapping projects, implementing tools/views, debugging, running dev servers, deploying and connecting apps to ChatGPT. Use when a user wants to create or update a ChatGPT app, MCP app, MCP server or use the Skybridge framework.
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pockebot Skill Phone Use 2Use OpenPocket MCP tools to inspect or control an Android emulator, physical Android phone, Android TV, or ADB-backed app. Trigger for phone use, Android automation, mobile UI testing, emulator control, physical-device control, app navigation, screenshots, tapping, typing, and requests that should not use desktop computer-use automation.
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polloaiofficial Bundle Pollo AI Video Generator 2Generate AI videos using the Pollo AI API. Supports 13 leading models (Kling, Sora, Runway, Veo, Pixverse, Hailuo, Vidu, Luma, Pika, Wan, Seedance, Hunyuan, Pollo) with 50+ versions. It also supports task polling, credit cost estimation, and credit balance checks. Use this skill whenever the user wants to generate an AI video from text or image, use any AI video model, check Pollo credits, or mentions Pollo AI, pollo.ai, or any of the supported model names. Even if the user just says "generate a video" or "make me a short clip" without mentioning Pollo, this skill should be used.
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porkytheblack Skill Glove Foundry 2Build, extend, debug, or review typed agent applications with Glove Foundry. Use for Foundry file routes, definitions and instances, lazy assembly, applications and transmissions, playbooks, schedules, conversations, working environments, multi-agent composition, observability, the inspector, or migration from Glovebox.
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pumblus Bundle Okf Harness 4One Door workflow for OKF Harness workspaces. Use when the user asks to set up, check, ingest into, reconcile revisions in, answer from, or graph an OKF Harness workspace. Do not use for generic Markdown editing, ordinary repository maintenance, knowledge-base tasks outside an OKF Harness workspace, repository dependency graphs, old workflow-specific skill names, or an `okfh query` command.
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qawolf Bundle Qawolf 2<!-- Generated from skill/qawolf.template.md and the public API contracts with nx gen agent-plugins. -->
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qian-gugugaga Bundle Csp 2二次元角色技能蒸馏器。输入角色名+作品名,本地检索核心资料→交叉验证→行为蒸馏→生成可运行、可追溯、可更新的角色Skill。 触发词:「生成XX的skill」「蒸馏XX」「做一个XX角色」「把XX变成skill」「造一个XX」「/csp」。 模糊需求也触发:「想聊一个傲娇角色」「有没有病娇推荐」「帮我做一个XX作品里的角色」。 依赖 Python;核心站点优先走本地脚本,网页搜索 skill / MCP / WebFetch 只作为补强和失败兜底。
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qwwiwi Bundle Senior Brainstorm 2Senior full-stack architect for educational SaaS platforms (Teachable/Thinkific/Kajabi level). Provides decision frameworks, stage-aware stack recommendations, architecture patterns, AI/LLM integration, agent-native design, security threat modeling, testing strategies, and MCP integration guidance. Triggers: /senior-brainstorm, "brainstorm", "architecture", "how to build", "stack selection", "tech choice", "architectural decision", "design this", "senior brainstorm", "platform stack". NOT for: simple CRUD tasks, non-EdTech projects, single-framework questions without product context.
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rabbit-ivan Bundle N8n Gen 2Generate n8n workflows by researching official templates. This skill: (1) Searches and downloads reference workflows from n8n.io using Playwright, (2) Designs a new custom workflow based on 'n8n AI Agent' guidelines, (3) Generates the final JSON file, and (4) Creates a detailed requirement documentation.
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redis Skill Agent Filesystem 4Use when agents need persistent shared storage, when saving or restoring workspace state, or when coordinating file access across multiple agents and machines. Creates Redis-backed workspaces, checkpoints and restores agent state, mounts shared filesystems locally, searches workspace contents, and forks workspaces for parallel work.
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 kitaru-authoring, tianya-gods-team, agent-browser. 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.