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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postrv Bundle NarsilUse narsil-mcp code intelligence tools effectively. Use when searching code, finding symbols, analyzing call graphs, scanning for security vulnerabilities, exploring dependencies, or performing static analysis on indexed repositories.
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clawd800 Skill Last AI StandingPay USDC to stay alive. Dead agents fund the living. Survival game on Base.
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donald-jackson Skill Agent Wallet CLIManage crypto wallets (Ethereum & Solana) — create wallets, check balances, send tokens, sign messages. Supports gasless ERC-20 transfers via relay and x402 HTTP payments.
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retio-ai Skill Browse PageBrowse, read, and interact with web pages using PageMap MCP tools. Covers navigation, element interaction, form filling, and page state management.
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spillwavesolutions-architect-agent Bundle Architect AgentCoordinates planning, delegation, and evaluation across architect and code agent workspaces. Use when asked to "write instructions for code agent", "initialize architect workspace", "grade code agent work", "send instructions", or "verify code agent setup".
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agentpassportai Bundle Agent PassportOAuth for the agentic era. Consent-gating for ALL sensitive agent actions. 75+ data-driven threat definitions with auto-updates (like antivirus signatures). Includes Skill Scanner, Injection Shield, SSRF Shield, Path Traversal Guard, spending caps, rate limits, allowlists, TTL expiry, audit trails, and KYA metadata. Pro tier adds real-time threat definition updates every 6 hours.
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sv-number Bundle Sv NumberOrder a private phone number in any country over the API, receive the SMS verification code, and hand the number back. Use when an agent has to pass a phone check during signup, login or account recovery, or needs a TOTP second factor computed locally.
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nirvaan05 Bundle BleuUse this skill whenever a developer wants to turn an idea into a complete, production-ready, end-to-end system plan BEFORE writing any code. Trigger on 'plan this system', 'design the architecture for', 'help me blueprint', 'deep plan for X', 'break this idea into components', 'expand into action points', 'full implementation plan', or when the user pastes a project idea wanting architecture, components, pipelines, and file-level execution mapped out. Casual phrasing also triggers: 'help me think this through end-to-end', 'plan before coding'. Also covers living-workspace patterns: self-improving knowledge bases, reflection loops with auditor agents, four-agent teams, schema-as-code, wiki health scoring. **Resume triggers**: 'where did we leave off', 'continue this plan', 'resume my blueprint' - rehydrates state from disk via SESSION.md/NEXT.md/decisions/. Web research is mandatory every invocation.
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eyh0602 Bundle Using SkillshubHow to install, link, and manage AI-agent skills with the `skillshub` CLI. Use this skill whenever the user wants to install a skill, add or remove a tap, share skills across multiple coding agents, sync `~/.skillshub/`, troubleshoot a missing or broken skill, write a `SKILL.md`, or do anything that touches the `skillshub` command — even when they describe the goal without naming the tool (e.g. "I want this skill in Cursor too", "why doesn't Codex see my skill", "package this folder as a skill").
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strands-agents-sdk-typescript Skill Strands ReviewLocal preview of the strands-agents/devtools `/strands review` agent. Body is the upstream Task Reviewer SOP verbatim — do not paraphrase. Use when the user types `/strands-review`, asks for a "strands review" of a PR, or wants to anticipate what the remote `/strands review` GitHub Action will flag. Findings are close but not identical to the remote agent. Strongly prefer running this skill in a fresh-context subagent rather than inline — the SOP is long and reviewer judgment is more reliable when it isn't entangled with the parent conversation's prior context.
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tankeito Bundle Health MateExecutable OpenClaw health-report skill with Chinese, English, and Japanese report flows. It reads Markdown logs only from an explicitly configured MEMORY_DIR, writes reports and logs locally, can create a commented project-local config/.env template during setup, sanitizes local-LLM stdout before AI commentary is embedded into reports, separates monthly disease mode from balanced/fat-loss lifestyle mode, and only performs Tavily, webhook, or font-download network activity when the corresponding runtime options are configured.
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ricardo-ping Bundle Agent Daily Paper在 Codex、Claude Code、OpenClaw 或其他 agent harness 中,按一个或多个研究领域检索、排序和解读 arXiv 最新论文,生成中英双语 Markdown 日报,并支持即时运行与定时订阅。首次使用时先完成环境和订阅配置。
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actual-software Bundle ActualFeature-complete companion for the actual CLI, an ADR-powered CLAUDE.md/AGENTS.md generator. Runs and troubleshoots actual adr-bot, status, auth, config, runners, and models, and drives the Actual Advisor (login, advisor, whoami, logout) for org-scoped architecture questions. Covers all 5 runners (claude-cli, anthropic-api, openai-api, codex-cli, cursor-cli), all model patterns, all 3 output formats (claude-md, agents-md, cursor-rules), and all error types. Use when working with the actual CLI, running actual adr-bot, configuring runners or models, troubleshooting errors, managing output files, or asking the Advisor what your team's ADRs say about a design choice.
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awaken-finance Bundle Awaken Agent SkillsAwaken DEX trading and market data operations for agents.
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f-liva Bundle Ecovacs MCPControl Ecovacs robot vacuums (DEEBOT series) via the official Ecovacs MCP server — start/stop/pause cleaning, send the robot to its dock, check battery and cleaning status, list devices. Use this skill whenever the user mentions their robot vacuum, DEEBOT, Ecovacs, floor cleaning robot, or wants to vacuum, mop, clean the house, check if the vacuum is charging, or send it home — even if they don't say "Ecovacs" explicitly.
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oraydev-awesun-usecase-skill-example Skill Feishu Install Pc这是一个远程安装飞书软件的技能,可以通过这个技能,配合向日葵远程控制MCP(awesun-mcp-server),操作远端设备自动化下载安装飞书。关键词:飞书安装,远程控制,自动安装飞书。
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aresbit Skill Arkts SkillArkTS language specification guidance for syntax, types, semantics, and diagnostics based on ArkTS Specification 1.2.0. Use when handling ArkTS grammar questions, compiler/type errors, feature compliance checks, TypeScript-to-ArkTS adaptation, or HarmonyOS ArkTS code modernization.
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el-zachariah Skill Agent Safety PreflightRun a local AI-agent repo preflight before Claude Code, Codex, Cursor, MCP tools, or hook/TDD loops get command access; use when you need a Green/Yellow/Red receipt for repo instructions, MCP/Cursor/Claude config, package scripts, workflows, secret-adjacent files, and risky shell hooks.
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copilotkit-aimock Skill Write FixturesUse when writing test fixtures for @copilotkit/aimock — mock LLM responses, tool call sequences, error injection, multi-turn agent loops, embeddings, structured output, sequential responses, or debugging fixture mismatches
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proskillsmd-skill-claude-code-cli Bundle Claude Code CLI For OpenclawInstall, authenticate, and use Claude Code CLI as a native coding tool for any OpenClaw agent system.
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chenish Bundle Zentao禅道(ZenTao) MCP大模型能力扩展包。适用于跨项目待办汇总、任务派发、状态流转、晨会周报与团队管理场景。
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abczsl520 Bundle Browser Use用 Browser-Use 做复杂网页自动化(多步骤登录、填表、发帖、数据抓取)。当内置 browser tool(snapshot→act)搞不定时用这个——它是专门的浏览器AI agent,一个task丢进去自主完成全流程。触发词:browser-use、浏览器自动化、自动登录、自动填表、自动发帖、网页操控、复杂网页操作。
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a-g-u-p-t-a Skill Wireshark MCPUse the wireshark MCP server for authorized packet capture and analysis with TShark. Apply when investigating live traffic, reading pcap/pcapng files, debugging DNS/HTTP/TLS, or working on the wireshark-mcp codebase itself.
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pomazanbohdan Skill City Portal Bmad ViewerАналізує зміни в папці _bmad між комітами. Порівнює agents, workflows, параметри конфігурації та документацію. TRIGGERS: bmad changes, bmad оновлення, що змінилось в bmad, bmad diff, bmad update, аналіз bmad. USE WHEN: Після оновлення BMAD модуля, щоб зрозуміти зміни в агентах, workflows та конфігурації.
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pminervini Skill Deep Research MCPUse this guide only for the `deep-research-mcp` repository/project when you need to run, integrate, or debug its CLI, Python API, or MCP server. It covers this repo's direct agent execution, provider/backend selection, OpenAI Responses with GPT-5.6 Sol, Gemini Deep Research, DR-Tulu integration requirements, status polling, and HTTP or stdio MCP usage. Do not use it for Deep Research systems in general, for unrelated MCP servers, or for the Textual TUI.
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payclaw Bundle Payclaw IoBadge identity + virtual Visa cards for AI agents. Declare, pay, audit — on existing Visa rails. MCP-native.
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noluyorabi Bundle RecapShow recent Claude Code sessions across all projects, so the user can re-enter work after a reboot or context switch. Lists per session the absolute project path, a short summary, where the session stopped, last activity, turn count, git branch, model, and a ready-to-paste resume command; can search sessions by what was said in them, flag projects with uncommitted or unpushed work, and re-open every session at once in new terminal tabs. Use when the user asks "what was I working on", "which projects did I touch recently", "where did I leave off", "list my recent sessions", "how do I get back into that session", "open all my sessions again", "which session did I fix X in", "where do I still have uncommitted work", or invokes /recap. Reads only local files; the default run is instant and offline.
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ofershap-mcp-server-scraper Skill Web ScrapingExtract clean content from URLs via MCP. Use when the user asks to scrape a URL, read docs/blog/article pages, summarize a link, extract links, search page text, batch-scrape URLs, or get OG/title metadata without Firecrawl.
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spranab Skill Saga TrackerTrack projects, epics, tasks, subtasks, notes, and decisions using the saga-mcp project tracker. Use when the user asks to track work, manage tasks, plan features, log decisions, or when you need persistent context across coding sessions.
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spranab-brainstorm-mcp Skill BrainstormRun multi-round AI brainstorming debates between multiple LLM providers (GPT, DeepSeek, Groq, Ollama). Claude actively participates as a debater alongside external models. Use when the user wants diverse perspectives, multi-model critiques, or synthesized answers from several AI models working together.
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ofershap-mcp-server-github-actions Skill Github Actions ManagementManage GitHub Actions workflows via MCP. Use when CI failed, the user asks why a workflow run failed, to re-run failed jobs, cancel a queued run, list workflow artifacts, trigger workflow_dispatch, or check deployment status for owner/repo.
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obra Bundle Driving Claude Code SessionsUse when acting as a project manager that delegates tasks to other coding-agent sessions (Claude Code, Codex, or Pi) - launch workers, assign them work, monitor progress, review their tool calls, and collect results
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0xtimi Bundle Agent SquadManage persistent AI coding squads that run in tmux sessions with task queues, progress reports, and automatic health monitoring. Use when the user wants to: (1) start/launch/create/restart a squad or team of AI agents, (2) assign/give tasks to a squad, (3) check squad status or ask what a squad is doing, (4) ping/nudge a squad to report progress, (5) stop a squad, (6) list all active squads, (7) configure squad settings like default project directory, (8) delete/archive a squad. Supports Claude Code, Codex, Gemini CLI, OpenCode, Kimi, Trae, Aider, and Goose as AI engines.
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agentic-ops Skill Real Estate MCP ToolkitTeaches an agent the methodology for chaining the Real Estate MCP Server's 50+ tools into complete workflows — buyer affordability and financing plans, comparable-based valuation, investment analysis, listing-document ingestion and report export, batch analysis, area/market intelligence, and deep property analysis. Use whenever the Real Estate MCP Server is connected and the user asks to search or evaluate properties, plan a mortgage, estimate a home's value, analyze a rental as an investment, ingest a listing sheet, or compare areas.
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unixlamadev-spec Bundle LightningproxPay-per-request AI model access via Bitcoin Lightning using prepaid spend tokens. Query Claude and GPT models without API keys. Deterministic, budget-controlled AI routing.
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virtualsms-io Skill Virtualsms Sms VerificationReal SIM-card SMS verification for AI agents via VirtualSMS MCP server. TRIGGERS: SMS verification, OTP code, phone number, virtual number, SIM card, two-factor authentication, account verification, WhatsApp verify, Telegram verify, real SIM, agent phone, MCP SMS, virtualsms. Use when an agent needs to receive an SMS verification code, get a verification phone number for account creation, or handle OTP flows for any of 2500+ services across 145+ countries.
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 driving-claude-code-sessions, agent-squad, browse-page. 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.