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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tomevault-io Bundle Agent Teams ReferenceReference documentation for Claude Code Agent Teams. Read this before creating or managing agent teams. Use when this capability is needed.
- tomevault-io Bundle Sentry Setup AI Monitoring
Setup Sentry AI Agent Monitoring in any project. Use when asked to monitor LLM calls, track AI agents, or instrument OpenAI/Anthropic/Vercel AI/LangChain/Google GenAI/Pydantic AI. Detects installed AI SDKs and configures appropriate integrations. Use when this capability is needed.
- tomevault-io Bundle Typescript MCP Server Generator
Generate a complete MCP server project in TypeScript with tools, resources, and proper configuration Use when this capability is needed.
- tomevault-io Bundle Developing Fastapi
FastAPI project structure, Router organization, Dependency injection, Use when this capability is needed.
- tomevault-io Bundle Onboarding Express
Fast-track 10-15 minute onboarding for individual developers with guided Use when this capability is needed.
- tomevault-io Bundle Giuseppe Trisciuoglio Developer Kit Prompt Engineering
Prompt Engineering
- tomevault-io Bundle Harishrajora Agent Skills Postman Collection Generator
Postman Collection Generator
- tomevault-io Bundle Research Analyst System
宏观投资研究的多层级分析师 Agent 系统。首席分析师协调 6 大研究小组（内资股票、外资股票、大宗商品、加密货币、中国宏观、美国宏观），每小组可分配多名研究员并行深度调研，最终汇总为结构化研究报告。 Use when this capability is needed.
- tomevault-io Bundle Seed Expertise
Generate initial expertise.yaml from codebase exploration. Use to bootstrap a new agent expert's mental model. Use when this capability is needed.
- tomevault-io Bundle Multi Model Consultation
Consult AI models (GPT, Gemini, Grok, Opus) for perspectives on questions. Use when user says "ask gpt", "ask gemini", "ask grok", "ask opus", "ask both", "ask all three", "ask all four", "ask gpt and gemini", "consult opus", or wants model opinions on decisions. Spawns ONLY the models explicitly requested. Use when this capability is needed.
- tomevault-io Bundle Miaoge Ge Coding Agent Skills Nodejs Backend Expert
Node.js Backend Expert
- tomevault-io Bundle Microsoft Agent Framework Python Package Management
Python Package Management
- tomevault-io Bundle Developing Opencode Meta
Build OpenCode plugins, agents, hooks, and tools. Use when creating, reviewing, or debugging OpenCode extensions. Covers plugin architecture, agent configuration, lifecycle hooks, custom tools, and distribution. Invoke PROACTIVELY when user mentions OpenCode plugins, agents, hooks, or wants to extend OpenCode functionality. Use when this capability is needed.
- tomevault-io Bundle Create Tooluniverse Skill
Create high-quality ToolUniverse skills following test-driven, implementation-agnostic methodology. Integrates tools from ToolUniverse's 1,264+ tool library, creates missing tools when needed, tests thoroughly, and produces skills with Python SDK + MCP support. Use when this capability is needed.
- tomevault-io Bundle Modbender Skill Library MCP Fastapi Studio Template
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- tomevault-io Bundle Neverinfamous Memory Journal MCP Github Copilot CLI
GitHub Copilot CLI
- tomevault-io Bundle Improve Agent Harness
Maintain this repository's agent guidance and local skills under .agents/, while using .claude/ as historical reference when helpful. Use when the user asks to improve AGENTS.md, add or revise repository skills, reduce stale agent instructions, align Claude/Codex guidance, or fix harness friction. Use when this capability is needed.
- tomevault-io Bundle Altinity Expert Clickhouse Expert
ClickHouse performance analysis and troubleshooting agent. Use when analyzing ClickHouse server health, diagnosing query performance issues, investigating system problems, or performing root cause analysis (RCA). Triggers on requests involving ClickHouse logs, metrics, query optimization, ingestion issues, merge problems, or server diagnostics. Use when this capability is needed.
- tomevault-io Bundle Dspy Debugging Observability
This skill should be used when the user asks to "debug DSPy programs", "trace LLM calls", "monitor production DSPy", "use MLflow with DSPy", mentions "inspect_history", "custom callbacks", "observability", "production monitoring", "cost tracking", or needs to debug, trace, and monitor DSPy applications in development and production. Use when this capability is needed.
- tomevault-io Bundle Claudemd Setup
Bootstrap or update a AGENTS.md file that gives Codex persistent project instructions. Use when starting a new project, onboarding Codex to an existing repo, or updating project conventions. Use when this capability is needed.
- tomevault-io Bundle Add Agent Property
Add a new property to the AI agents database. Use when the user wants to add, create, or introduce a new column, property, field, or feature to track across all agents in the comparison matrix. Handles all four required steps - database updates, groups.json, table display, and GitHub issue templates. Use when this capability is needed.
- tomevault-io Bundle Phamvantienkiz Agent Setup Documentation Specialist
Documentation Specialist Skill
- tomevault-io Bundle Pngdeity Apm User Repository AI Agent Orchestration
AI Agent Orchestration
- tomevault-io Bundle Convex Auth
Core authentication patterns for Convex backends. Use when implementing auth checks in functions, storing users in database, creating auth helpers, or debugging auth issues. Works with any auth provider (Clerk, WorkOS, Auth0, etc.). Use when this capability is needed.
- tomevault-io Bundle Customgpt RAG Retrieval
Automatically retrieve relevant information from the organization's CustomGPT.ai knowledge base when answering questions about documented topics, policies, procedures, or technical specifications. Use when this capability is needed.
- tomevault-io Bundle Poorgramer Zack Flutter Agent Panel Flutter Testing
Flutter Testing Guide
- tomevault-io Bundle Documentation Automation
Automate doc generation with JSDoc/TSDoc, linters, and pre-commit hooks. Use when setting up markdownlint, configuring doc linting pipelines, integrating JSDoc/TSDoc, or building automated documentation workflows. Use when this capability is needed.
- tomevault-io Bundle Inter Agent Chat Codex
Use when multiple independent Codex terminal sessions need to send messages to each other, broadcast to all registered agents, or interpret injected messages prefixed with [@agentName]. Covers Codex SessionStart terminal registration, direct codex-team messaging, tmux-first transport, and TIOCSTI fallback.
- tomevault-io Bundle Rait 09 Obsidian Agent Client Obsidian Agent Client
Release Notes Generator
- tomevault-io Bundle Refresh JSON Data
Refresh token estimator and model pricing JSON files with latest data from AI model providers Use when this capability is needed.
- tomevault-io Bundle Claude Code Agent Setup
Verified patterns for setting up rickydata agents and MCP servers in Claude Code sessions. Covers free-tier model resolution, agent enabling via proxy, wallet settings alignment, and the two MCP paths (chat routes vs agent-mcp-routes). Use when configuring agents for Claude Code or debugging model/API key errors. Use when this capability is needed.
- tomevault-io Bundle Flux Prompt Engineer
Expert prompt engineering for FLUX.1 image generation. Use when users request AI-generated images, artwork, illustrations, or visual content. Converts any visual request into optimized FLUX.1 prompts using layering, descriptive language, technical parameters, and text integration techniques. Use when this capability is needed.
- tomevault-io Bundle Codebase Cleanup Deps Audit
You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues,... Use when this capability is needed.
- tomevault-io Bundle Git Pr Workflows Pr Enhance
You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and ensu Use when this capability is needed.
- tomevault-io Bundle Techwavedev Agi Agent Kit Incident Response Smart Fix
Intelligent Issue Resolution with Multi-Agent Orchestration
- tomevault-io Bundle Voice AI Engine Development
Build real-time conversational AI voice engines using async worker pipelines, streaming transcription, LLM agents, and TTS synthesis with interrupt handling and multi-provider support Use when this capability is needed.
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 agent-teams-reference, sentry-setup-ai-monitoring, typescript-mcp-server-generator. 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.