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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projectious-work Bundle Aggregate MCP 3Expose the processkit MCP tool surface through a single stdio server. Use for harnesses that eagerly start every configured MCP server, such as Codex, while keeping per-skill MCP servers available.
0 - projectious-work Bundle Skill Reviewer 7
Audit an existing processkit skill against the 5 Skill Killers, the Agent Skills standard, and Anthropic's troubleshooting playbook, producing a categorized findings report and draft Gotchas.
0 - projectious-work Bundle Owner Profiling 4
Build and maintain a structured personal-context portfolio for the project owner — identity, working style, goals, team, decision patterns. Includes both an interview protocol for bootstrapping and observable-signal patterns for incremental refinement. Use to bootstrap an owner profile (interview), to refine an existing profile (target one file), or to incrementally update the profile based on observed patterns from a normal session (the agent watches for signals and proposes additions when evidence accrues).
0 - projectious-work Bundle Model Recommender 13
Recommend the right AI model for a task by scoring candidates across six dimensions (Reasoning, Engineering, Speed, Breadth, Reliability, Governance) and displaying a spider-chart profile.
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diegosouzapw Bundle Oracle 7Best practices for using the oracle CLI (prompt + file bundling, engines, sessions, and file attachment patterns).
54 - diegosouzapw Bundle Xenodium Elisp 2
Xenodium's Emacs packages: chatgpt-shell, agent-shell, dwim-shell-command, and ACP integration for modern Emacs development.
54 - diegosouzapw Bundle MCP Patterns 2
MCP server building, advanced patterns, and security hardening. Use when building MCP servers, implementing tool handlers, adding authentication, creating interactive UIs, hardening MCP security, or debugging MCP integrations.
54 - diegosouzapw Bundle Agent Builder 4
Use when creating, improving, or troubleshooting Claude Code subagents. Expert guidance on agent design, system prompts, tool access, model selection, and best practices for building specialized AI assistants.
54 - diegosouzapw Bundle Reddit Automation 3
Automate Reddit tasks via Rube MCP (Composio): search subreddits, create posts, manage comments, and browse top content. Always search tools first for current schemas.
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comeonoliver Skill Code Review 3Use when user asks to review code for quality and security issues.
61 - diegosouzapw Bundle Skill Creator 34
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations. ALWAYS use Context7 MCP to pull relevant documentation when creating skills.
54 - diegosouzapw Bundle Agent Bridge 2
Bridge plugin capabilities (commands, skills, agents, hooks, MCP) to specific agent environments (Claude Code, GitHub Copilot, Gemini, Antigravity). Use this skill when converting or installing a plugin to a target runtime.
54 - diegosouzapw Bundle Openai Docs 4
Use when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations (for example: Codex, Responses API, Chat Completions, Apps SDK, Agents SDK, Realtime, model capabilities or limits); prioritize OpenAI docs MCP tools and restrict any fallback browsing to official OpenAI domains.
54 - diegosouzapw Bundle Find Skills 8
Helps 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.
54 - diegosouzapw Bundle AI Engineer 6
Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and enterprise AI integrations. Use PROACTIVELY for LLM features, chatbots, AI agents, or AI-powered applications.
54 - diegosouzapw Bundle Architect Reviewer 2
Use this agent when you need to evaluate system design decisions, architectural patterns, and technology choices at the macro level.
54 - diegosouzapw Bundle Codesession 2
codesession (codesession-cli, code session, code-session) — Track AI agent session costs, tokens, file changes, and git commits. Works with Claude Code, OpenClaw, Codex, GPT, Cursor, Windsurf, Cline & any AI agent. Budget enforcement, auto-pricing, MCP server, web dashboard, alerts, insights. v2.3.0.
54 - diegosouzapw Bundle AI Wrapper Product 5
Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products that solve specific problems with AI. Covers prompt engineering for products, cost management, rate limiting, and building defensible AI businesses. Use when: AI wrapper, GPT product, AI tool, wrap AI, AI SaaS.
54 - diegosouzapw Bundle Ml Engineer 4
Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testing, and monitoring. Use PROACTIVELY for ML model deployment, inference optimization, or production ML infrastructure.
54 - diegosouzapw Bundle AI Agents 2
Production-grade AI agent patterns with MCP integration, agentic RAG, handoff orchestration, multi-layer guardrails, observability, token economics, ROI frameworks, and build-vs-not decision guidance (modern best practices)
54 - diegosouzapw Bundle AI Engineer 7
Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and enterprise AI integrations. Use PROACTIVELY for
54 - diegosouzapw Bundle Openai Docs 5
Use when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations (for example: Codex, Responses API, Chat Completions, Apps SDK, Agents SDK, Realtime, model capabilities or limits); prioritize OpenAI docs MCP tools and restrict any fallback browsing to official OpenAI domains.
54 - diegosouzapw Bundle Self Subagent 2
Orchestrate parallel sub-tasks by spawning non-interactive instances of your own CLI as subagents. Use when you need to parallelize work across multiple files, run independent investigations simultaneously, or delegate heavy multi-step tasks. Works with ANY AI coding CLI agent (Amp, Claude Code, Codex, Cursor, OpenCode, aider, Cline, Roo, goose, Windsurf, Copilot CLI, pi, etc.). Triggers on "run in parallel", "subagent", "delegate", "fan out", "concurrent tasks", or any complex task that benefits from parallel execution.
54 - comeonoliver Skill MCP Server Builder 2
MCP Server Builder
61 - comeonoliver Skill Image Enhancer 2
Image Enhancer
61 - diegosouzapw Bundle Project Development 3
Design and build LLM-powered projects from ideation through deployment. Use when starting new agent projects, choosing between LLM and traditional approaches, or structuring batch processing pipelines.
54 - diegosouzapw Bundle Copilot Sdk 11
Build agentic applications with GitHub Copilot SDK. Use when embedding AI agents in apps, creating custom tools, implementing streaming responses, managing sessions, connecting to MCP servers, or creating custom agents. Triggers on Copilot SDK, GitHub SDK, agentic app, embed Copilot, programmable agent, MCP server, custom agent.
54 - diegosouzapw Bundle Github Copilot Sdk 2
Comprehensive knowledge of GitHub Copilot SDK for embedding Copilot's agentic workflows in Python, TypeScript, Go, and .NET applications. Auto-activates for Copilot SDK integration, CopilotClient usage, session management, streaming responses, custom tools, and MCP server connections.
54 - diegosouzapw Bundle Copilot Sdk 12
Build agentic applications with GitHub Copilot SDK. Use when embedding AI agents in apps, creating custom tools, implementing streaming responses, managing sessions, connecting to MCP servers, or creating custom agents. Triggers on Copilot SDK, GitHub SDK, agentic app, embed Copilot, programmable agent, MCP server, custom agent.
54 - comeonoliver Skill Boost Prompt 2
You are an AI assistant designed to help users create high-quality, detailed task prompts. DO NOT WRITE ANY CODE.
61 - comeonoliver Skill Invoice Organizer 2
Invoice Organizer
61 - comeonoliver Skill Chrome Devtools 2
Chrome DevTools Agent
61 - comeonoliver Skill Agent Governance 2
Agent Governance Patterns
61 - comeonoliver Skill Raffle Winner Picker 2
Raffle Winner Picker
61 - comeonoliver Skill 2chat Automation 2
2chat Automation via Rube MCP
61 - comeonoliver Skill Domain Name Brainstormer 2
Domain Name Brainstormer
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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 aggregate-mcp, skill-reviewer, owner-profiling. 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.