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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freestyler-arb Bundle Gemini ProxyUse when the operator wants their next prompts routed through Gemini before the agent acts — "enable gemini proxy", "route my prompts through Gemini", "Gemini rewrites my prompts", "включи гемини-прокладку", "переделывай мои промты через гемини", or a /gemini-proxy call; also when they ask to turn the protocol on for the next N prompts or to tune which prompts it covers. Builds on gemini-pro; distinct from one-off gemini-pro / gemini-review / gemini-research.
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freestyler-arb Skill Gemini ReviewUse when the user wants an independent second-opinion or adversarial review of code, a diff, a pull request, an architecture decision, or a plan from Google Gemini — e.g. "let Gemini review this", "what does Gemini think of this approach", "юзай Gemini для ревью", or when you want model diversity to catch bugs/risks one model alone would miss before shipping. Runs on the user's AI Pro subscription via the Antigravity CLI (agy).
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jakeschincariol Skill Chinese GrandpaCompresses long, repeated sub-agent instructions by translating them into Mandarin (more meaning per character) to slash the token bill, then dispatches the compressed brief to a fleet of sub-agents while preserving original intent; invoke via /chinese-grandpa when you are about to fan out the same heavy instructions to many sub-agents and the cost is climbing.
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tomz Skill Ibm Watsonxwatsonx.ai (foundation models, prompt lab, tuning), watsonx.data (Presto/Iceberg lakehouse), watsonx.governance (factsheets, bias).
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vc999999999 Skill Skillflux Manager当用户想搜索、安装、更新或管理 SkillFlux 精选 skill 市场内容时触发;通过 SkillFlux MCP 工具完成登录、支付检查、按项目启用 skills。
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antonio-mello-ai Bundle Iterm ControlControl iTerm from an agent: inspect windows/tabs/sessions, focus targets, create tabs/windows/splits/2x2 grids, close scoped targets safely, set iTerm badges, send commands to panes, run health checks, and take screenshots. Use when the user asks to manage iTerm panes, tabs, windows, badges, layouts, or agent sessions inside iTerm.
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antonio-mello-ai Bundle Iterm DiagnosticsRun support-safe iTerm diagnostics. Use when iTerm agent control, AppleScript, pane targeting, badges, screenshots, permissions, or layout automation is not working, or when the user asks for an iTerm health check.
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miramocha Bundle Validate Unity MetaValidates Unity .meta GUID format (32 lowercase hex), uniqueness, and asset pairing under Assets/. Use when creating or editing .meta files, after adding Unity assets from the agent, before commit, or when diagnosing missing script types (CS0246).
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miramocha Bundle Vroid Vrm Blender CleanupUmbrella Blender workflow for VRoid/VRM avatars: strip N00_* material prefixes, rename MToon 1.0 texture datablocks and //textures/ PNGs to readable slugs, optionally zero shape keys on Face. Three gated phases (dry-run, user approval, apply, verify) via Blender MCP execute_blender_code. Use for VRoid cleanup, MToon texture rename, Shader_NoneBlack globals, material Instance duplicates, or Face shape-key reset.
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necyryl Bundle Localize AI ProjectAdd, improve, review, test, and publish Ukrainian localization for open-source AI tools and apps. Use when the user asks to localize an AI project, translate UI locale files, add `uk`/`uk-UA`, optionally use a user-provided local or remote LLM for translation assistance, verify i18n files and UI behavior, and push a GitHub pull request.
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reflecterlabs Skill Lucid Agents SdkSkill for working with the Lucid Agents SDK - a TypeScript framework for building and monetizing AI agents. Use this skill when building or modifying Lucid Agents projects, working with agent entrypoints, payments, identity, or A2A communication. Activate when: Building or modifying Lucid Agents projects, working with agent entrypoints, payments, identity, or A2A communication, developing in the lucid-agents monorepo, creating new templates or CLI features, or questions about the Lucid Agents architecture or API.
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reflecterlabs Skill Lucid Client APISkill for interacting with the Lucid Client API (multi-agent runtime). The API is hosted in the lucid-client codebase and provides endpoints for managing agents, invoking entrypoints, handling payments, and more. Activate when: user wants to interact with the Lucid Client API, manage agents, invoke agent entrypoints, or work with the multi-agent runtime system.
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kendramar Skill Evaluate AgentRun a UX evaluation of an MCP-based agent against the HCC UXD evaluation framework. Use when the user asks to evaluate, test, score, or review an agent's UX quality, or when they reference CPUX-6441, CPUX-6562, or the agent evaluation dimensions.
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jinxingtaire Bundle Init Multi Agent TeamInitialize a persistent three-person AI team for the current project, with separate planner, developer, and QA reviewer Codex threads, enforced role locks, role workspaces, registry, logs, handoff audit file, and usage guide. Use when the user explicitly asks to initialize a multi-agent team, create planning/development/QA AI employees, set up a three-agent company for a project, or invokes $init-multi-agent-team. Do not use merely to discuss multi-agent design, dispatch a business task, or run an already initialized team.
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xhalilbey Bundle Agent BuilderDesign, implement, review, and debug production AI agents with Upsonic, especially local-model workflows using Agent, Task, Direct, StateGraph, Skills, Team, AutonomousAgent, MCP, Ollama, vLLM, or Outlines. Use for agent architecture, prompt and task decomposition, structured outputs, tool selection, avoiding unnecessary multi-agent or MCP complexity, local-model reliability, evaluations, retries, guardrails, and production readiness.
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xhalilbey Bundle Agent Evals And Prompt GovernanceDesign, implement, review, and operate evaluations and release governance for production AI agents and prompts. Use for golden datasets, regression tests, prompt/model/tool versioning, structured-output validation, retrieval grounding, tool-call correctness, memory quality, routing and fallback evaluation, cost/latency budgets, canary releases, rollback gates, and comparing agent versions with reproducible evidence.
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modbender Bundle KeychainsCall any API without leaking credentials. Keychains proxies requests and injects real tokens server-side — your agent never sees them.
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modbender Bundle Manus 3Manus AI Agent API integration with managed API key authentication. Create and manage AI agent tasks, projects, files, and webhooks. Use this skill when users want to run AI agent tasks, manage projects, upload files, or set up webhooks with Manus. For other third party apps, use the api-gateway skill (https://clawhub.ai/byungkyu/api-gateway).
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modbender Bundle MCP SkillThis skill wraps the MCP at https://mcp.exa.ai/mcp for various tools such as web search, deep research, and more.
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modbender Bundle Granola 3Access Granola AI meeting notes via MCP (mcporter). Query meetings, list by date range, get full details, and pull verbatim transcripts. Use when the user asks about meeting notes, what was discussed, action items, decisions, or anything from their meetings. Also handles OAuth token refresh when calls fail with auth errors.
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modbender Bundle Humanizer 4Humanize AI-generated text by detecting and removing patterns typical of LLM output. Rewrites text to sound natural, specific, and human. Uses 28 pattern detectors, 560+ AI vocabulary terms across 3 tiers, and statistical analysis (burstiness, type-token ratio, readability) for comprehensive detection. Use when asked to humanize text, de-AI writing, make content sound more natural/human, review writing for AI patterns, score text for AI detection, or improve AI-generated drafts. Covers content, language, style, communication, and filler categories.
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modbender Bundle Agentmail 3Email inbox for AI agents. Check messages, send emails, and communicate via your own @agentmail.to address.
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modbender Bundle Agent Mbti 2AI Agent personality diagnosis and configuration system based on MBTI framework. Use when users want to (1) test/diagnose an Agent's personality type, (2) understand the gap between Agent's actual personality and user's desired personality, (3) generate configuration recommendations to adjust Agent behavior, (4) customize Agent's communication style, proactivity, reasoning approach, or execution patterns. Supports both free tier (quick assessment) and premium tier (full 93-question assessment with detailed diagnostics).
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modbender Bundle Legacy Story Agent这是一个专门为老一辈设计的口述历史挖掘工具。
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modbender Skill Onlymolts 2The official OnlyMolts skill for OpenClaw agents. Connect your autonomous agent to OnlyMolts, the first creator platform built exclusively for AI agents. Zero-friction setup - your agent auto-registers on first use!
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modbender Skill PDF ExtractExtract text from PDF files for LLM processing
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modbender Bundle Groqname: Groq Completion description: Use Groq's API for fast AI inference.
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modbender Skill Atxp 3Agent wallet, identity, and paid tools in one package. Register an agent, fund it via Stripe or USDC, then use the balance for web search, AI image generation, AI video generation, AI music creation, X/Twitter search, email send/receive, and 100+ LLM models. The funding and identity layer for autonomous agents that need to spend money, send messages, or call paid APIs.
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modbender Bundle Clawguard 4Security auditor for ClawHub skills. Run before installing ANY skill — scans SKILL.md and scripts for prompt injection, data exfiltration, shell injection, permission mismatches, and malicious patterns. Returns a PASS / WARN / FAIL verdict with a full breakdown. Triggers on phrases like "scan this skill", "is this skill safe", "audit skill", "check before installing", or "inspect clawhub skill".
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modbender Skill Clawswarm 2Collaborative agent swarm for attempting extremely difficult, often unproven problems through hierarchical aggregation.
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modbender Bundle Hive Agent 2Enables AI agents to interact with the Hive swarm https://www.zhive.ai/ via REST API: register for an API key, save credentials and run state (cursor), query threads, analyze, produce conviction, and post comments. Supports periodic runs: track latest thread so each run fetches only new threads and does not process past ones. Use when building or scripting agents that must register with Hive, run on a schedule, fetch threads, or post predictions with conviction. Triggers on "hive agent", "hive API", "hive-system API", "register hive", "hive threads", "post comment hive", "conviction", "hive credentials", "periodic", "cursor".
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modbender Skill Agentapi 2Browse and search the AgentAPI directory - a curated database of APIs designed for AI agents. Find MCP-compatible APIs for search, AI, communication, databases, payments, and more. Includes x402 pay-per-use billing with USDC on Base.
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modbender Bundle Fast Io 2Workspaces for agentic teams. Complete agent guide with all 19 consolidated tools using action-based routing — parameters, workflows, ID formats, and constraints. Use this skill when agents need shared workspaces to collaborate with other agents and humans, create branded shares (Send/Receive/Exchange), or query documents using built-in AI. Supports ownership transfer to humans, workspace management, workflow primitives (tasks, worklogs, approvals, todos), and real-time collaboration. Free agent plan with 50 GB storage and 5,000 monthly credits.
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modbender Skill Qmd 5Search and retrieve markdown documents from local knowledge bases using qmd. Supports BM25 keyword search, vector semantic search, and hybrid search with LLM re-ranking. Use for querying indexed notes, documentation, meeting transcripts, and any markdown-based knowledge. Requires qmd CLI installed (bun install -g https://github.com/tobi/qmd).
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modbender Bundle Forge 3Forge 🔨 — Repair-Inspect loop orchestrator. Automated code repair with independent inspection, dependency-aware parallel execution, protected file guardrails, and crash-recoverable state. Use when: fixing multiple code issues (bug fixes, review board recommendations, audit findings), need verified repairs with independent QA, want safe automated code changes with rollback protection. NOT for: simple one-line fixes, architecture decisions, prompt modifications.
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modbender Bundle Clawclash 2Compete in ClawClash optimization challenges. Use when the agent wants to browse coding challenges, submit solutions, check rankings, or register for ClawClash — the AI agent competition platform. Triggers on "clawclash", "optimization challenge", "submit solution", "coding competition", "compete", or "check rankings".
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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 gemini-proxy, gemini-review, chinese-grandpa. 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.