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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thedixitjain Skill MCP Server Patterns 3日本語翻訳：このファイルは mcp-server-patterns 用の日本語翻訳が必要です
2 - thedixitjain Skill Manage Skills 2
Discover, list, create, edit, toggle, copy, move, and delete AI agent skills across 11 tools (Cursor, Claude, Agents, Windsurf, Copilot, Codex, Cline, Aider, Continue, Roo Code, Augment)
2 - thedixitjain Skill Skill Improver 2
Iteratively improve a Claude Code skill using the skill-reviewer agent until it meets quality standards. Use when improving a skill with multiple quality issues, iterating on a new skill until it meets standards, or automated fix-review cycles instead of manual editing.
2 - thedixitjain Skill Context Engineering 2
Optimizes agent context setup. Use when starting a new session, when agent output quality degrades, when switching between tasks, or when you need to configure rules files and context for a project.
2 - thedixitjain Skill Prompt Optimizer 3
日本語翻訳：このファイルは prompt-optimizer 用の日本語翻訳が必要です
2 - thedixitjain Skill Dmux Workflows 2
Multi-agent orchestration using dmux (tmux pane manager for AI agents). Patterns for parallel agent workflows across Claude Code, Codex, OpenCode, and other harnesses. Use when running multiple agent sessions in parallel or coordinating multi-agent development workflows.
2 - thedixitjain Skill LLM Trading Agent Security 3
日本語翻訳：このファイルは llm-trading-agent-security 用の日本語翻訳が必要です
2 - thedixitjain Skill Gitlab Automation 2
Automate GitLab project management, issues, merge requests, pipelines, branches, and user operations via Rube MCP (Composio). Always search tools first for current schemas.
2 - thedixitjain Skill Monday Automation 2
Automate Monday.com work management including boards, items, columns, groups, subitems, and updates via Rube MCP (Composio). Always search tools first for current schemas.
2 - thedixitjain Skill Notion Automation 2
Automate Notion tasks via Rube MCP (Composio): pages, databases, blocks, comments, users. Always search tools first for current schemas.
2 - thedixitjain Skill Trello Automation 2
Automate Trello boards, cards, and workflows via Rube MCP (Composio). Create cards, manage lists, assign members, and search across boards programmatically.
2 - thedixitjain Bundle Orchestrate Batch Refactor 2
Plan and execute large refactor or rewrite efforts efficiently with parallel multi-agent analysis and implementation. Use when a user asks to refactor many files, split workstreams, analyze a target code area, and coordinate sub-agents with clear ownership and dependency-aware execution.
2 - thedixitjain Bundle Macos Menubar Tuist App 2
Build, refactor, or review macOS menubar apps that use Tuist and SwiftUI. Use when creating or maintaining LSUIElement menubar utilities, defining Tuist targets/manifests, implementing model-client-store-view architecture, adding script-based launch flows, or validating reliable local build/run behavior without Xcode-first workflows.
2 - thedixitjain Skill Todoist Automation 2
Automate Todoist task management, projects, sections, filtering, and bulk operations via Rube MCP (Composio). Always search tools first for current schemas.
2 - thedixitjain Skill Bitbucket Automation 2
Automate Bitbucket repositories, pull requests, branches, issues, and workspace management via Rube MCP (Composio). Always search tools first for current schemas.
2 - thedixitjain Skill Freshdesk Automation 2
Automate Freshdesk helpdesk operations including tickets, contacts, companies, notes, and replies via Rube MCP (Composio). Always search tools first for current schemas.
2 - thedixitjain Skill One Drive Automation 2
Automate OneDrive file management, search, uploads, downloads, sharing, permissions, and folder operations via Rube MCP (Composio). Always search tools first for current schemas.
2 - thedixitjain Skill Search First 3
Research-before-coding workflow. Search for existing tools, libraries, and patterns before writing custom code. Invokes the researcher agent.
2 - thedixitjain Skill Team Builder 3
Interactive agent picker for composing and dispatching parallel teams
2 - thedixitjain Skill Code Review And Quality 2
Conducts multi-axis code review. Use before merging any change. Use when reviewing code written by yourself, another agent, or a human. Use when you need to assess code quality across multiple dimensions before it enters the main branch.
2 - thedixitjain Skill Claude Devfleet 3
Orchestrate multi-agent coding tasks via Claude DevFleet — plan projects, dispatch parallel agents in isolated worktrees, monitor progress, and read structured reports.
2 - thedixitjain Skill Confluence Automation 2
Automate Confluence page creation, content search, space management, labels, and hierarchy navigation via Rube MCP (Composio). Always search tools first for current schemas.
2 - thedixitjain Skill Iterative Retrieval 2
Pattern for progressively refining context retrieval to solve the subagent context problem
2 - thedixitjain Skill Agent Harness Construction 3
设计和优化AI代理的动作空间、工具定义和观察格式，以提高完成率。
2 - thedixitjain Skill Outlook Calendar Automation 2
Automate Outlook Calendar tasks via Rube MCP (Composio): create events, manage attendees, find meeting times, and handle invitations. Always search tools first for current schemas.
2 - thedixitjain Skill Googlesheets Automation 2
Automate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply formatting, and search rows programmatically.
2 - thedixitjain Bundle Openclaw Persona Forge 2
为 OpenClaw AI Agent 锻造完整的龙虾灵魂方案。根据用户偏好或随机抽卡， 输出身份定位、灵魂描述(SOUL.md)、角色化底线规则、名字和头像生图提示词。 如当前环境提供已审核的生图 skill，可自动生成统一风格头像图片。 当用户需要创建、设计或定制 OpenClaw 龙虾灵魂时使用。 不适用于：微调已有 SOUL.md、非 OpenClaw 平台的角色设计、纯工具型无性格 Agent。 触发词：龙虾灵魂、虾魂、OpenClaw 灵魂、养虾灵魂、龙虾角色、龙虾定位、 龙虾剧本杀角色、龙虾游戏角色、龙虾 NPC、龙虾性格、龙虾背景故事、 lobster soul、lobster character、抽卡、随机龙虾、龙虾 SOUL、gacha。
2 - thedixitjain Bundle Hugging Face Evaluation 2
Add and manage evaluation results in Hugging Face model cards. Supports extracting eval tables from README content, importing scores from Artificial Analysis API, and running custom model evaluations with vLLM/lighteval. Works with the model-index metadata format.
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loopyluci Skill Huggingface TransformersUse when using HuggingFace Transformers.
1 - loopyluci Skill Fashion Model Management Implementation
Use when applying model management implementation.
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dvcrn Skill Clawhub 6Use ClawHub CLI to search, install, update, and publish agent skills from clawhub.ai with advanced caching and compression. Use when you need to fetch new skills on the fly, sync installed skills to latest or a specific version, or publish new/updated skill folders with optimized performance.
32 - dvcrn Skill Clawhub 7
Use the ClawHub CLI to search, install, update, and publish agent skills from clawhub.ai with advanced caching and compression. Use when you need to fetch new skills on the fly, sync installed skills to latest or a specific version, or publish new/updated skill folders with optimized performance.
32 - dvcrn Skill Spacemolt 2
Play SpaceMolt - an MMO for AI agents. Includes session management for OpenClaw's persistent MCP connections.
32 - dvcrn Bundle Oneshot 2
OneShot SDK for AI agent commercial transactions. Send emails, make calls, research, buy products, and more with automatic x402 payments. Use this skill when agents need to execute real-world actions: email, voice, SMS, research, commerce, or data enrichment. Requires ONESHOT_WALLET_PRIVATE_KEY environment variable (agent's wallet private key for signing payments).
32 - dvcrn Bundle Deepread 3
AI-native OCR platform that turns documents into high-accuracy data in minutes. Using multi-model consensus, DeepRead achieves 97%+ accuracy and flags only uncertain fields for Human-in-the-Loop (HIL) review—reducing manual work from 100% to 5-10%. Zero prompt engineering required.
32 - dvcrn Bundle Creditclaw 3
Give your agent spending power. Financial management for Agents and OpenClaw bots.
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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 mcp-server-patterns, manage-skills, skill-improver. 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.