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 Codex MCP Config Format MatrixUse when generating or reviewing MCP configuration snippets for Codex (CLI/TOML) to enforce Codex-native auth and format rules.
- tomevault-io Bundle Implementing Llms Litgpt
Implements and trains LLMs using Lightning AI's LitGPT with 20+ pretrained architectures (Llama, Gemma, Phi, Qwen, Mistral). Use when need clean model implementations, educational understanding of architectures, or production fine-tuning with LoRA/QLoRA. Single-file implementations, no abstraction layers. Use when this capability is needed.
- tomevault-io Bundle Sentence Transformers
Framework for state-of-the-art sentence, text, and image embeddings. Provides 5000+ pre-trained models for semantic similarity, clustering, and retrieval. Supports multilingual, domain-specific, and multimodal models. Use for generating embeddings for RAG, semantic search, or similarity tasks. Best for production embedding generation. Use when this capability is needed.
- tomevault-io Bundle Langchain Email Agent
Use when working with the `EmailAgent` class provides an AI-powered email composition and sending capability using LangChain.
- tomevault-io Bundle Open Room Agent Skill
AI Agent chatroom with danmaku, Reddit-style comments, and voting. Use when this capability is needed.
- tomevault-io Bundle Uniswap Monitor Teneo
AI-powered blockchain monitoring agent with real-time monitoring of Uniswap V2, V3, and V4 most known pools. Track swaps, monitor specific liquidity pools by address, and receive intelligent insights Use when this capability is needed.
- tomevault-io Bundle Agent Workflow Audit
Audit the current repository for agent workflow efficiency. Use when the user wants Codex to try setup, build, test, lint, run, or other obvious project commands and report where the agent instructions, AGENTS.md, README, or scripts are wasting context tokens, causing avoidable command exploration, or leaving important steps implicit. This skill optimizes the workflow and instructions for agents; it should not fix product code unless explicitly asked. Use when this capability is needed.
- tomevault-io Bundle Monty Code Review
Hyper-pedantic Django code review skill emulating Monty's correctness-first, multi-tenant-safe, harness-aware review style. Use when this capability is needed.
- tomevault-io Bundle Verifying Before Completion
AI agent validates work through evidence-based verification with comprehensive checklists, automated validation, and proof-of-work documentation. Use when completing tasks, preparing for review, or ensuring quality. Use when this capability is needed.
- tomevault-io Bundle Remotion Production
Full video production workflow for Remotion projects. Teaches how to orchestrate MCP tools (TTS, music, SFX, stock footage, video analysis) into complete Remotion compositions. Use this skill whenever producing a video that needs audio, voiceovers, music, stock footage, or analyzing existing video files. Use when this capability is needed.
- tomevault-io Bundle Extract Domain Concepts
Maps domain model components — Entities, Value Objects, Aggregates, Services, Events, Repositories. Builds Ubiquitous Language glossary connecting code names to business terminology. Use when this capability is needed.
- tomevault-io Bundle Eia Github Integration
Use when integrating GitHub Projects. Trigger with GitHub sync, label setup, or PR workflow requests.
- tomevault-io Bundle Eia Github Pr Workflow
Use when coordinating PR review work as orchestrator. Defines delegation rules, verification, and completion criteria. Trigger with /start-pr-review [PR_NUMBER].
- tomevault-io Bundle Eia Release Management
Software release management and coordination. Use when creating releases, bumping versions, or rolling back deployments. Trigger with release tasks or /eia-create-release. Use when this capability is needed.
- tomevault-io Bundle Epa Handoff Management
Create and receive handoff documents for context transfer. Use when transferring work, resuming sessions, or filing bug reports. Trigger with /epa-handoff. Use when this capability is needed.
- tomevault-io Bundle Telegram Formatting
Formats all Telegram bot replies to be short, scannable, and properly styled with MarkdownV2. Use when replying to Telegram messages via the Telegram MCP plugin — ensures bold, emojis, bullet points, and correct special character escaping. Use when this capability is needed.
- tomevault-io Bundle Krammesiwissue Implementteam
Implement multiple SIW issues in parallel using multi-agent execution. Each agent gets a full context window and implements one issue. Best for phases with multiple independent issues. Use when this capability is needed.
- tomevault-io Bundle Ayush016 Android Lead Agent Skills Android Lead Agent Skills
Android Development Skill
- tomevault-io Bundle Alicloud AI Audio Tts Realtime Test
Minimal realtime TTS smoke test for Model Studio Qwen TTS Realtime. Use when this capability is needed.
- tomevault-io Bundle Langchain Agents Scaffold
Use when creating a new LangChain / LangGraph / DeepAgents project from scratch. Picks the right scaffolder for graphs vs. DeepAgents vs. LCEL chains.
- tomevault-io Bundle Unreal Engine Developer
Expert Unreal Engine 5 developer and technical artist for complete game development via agentic coding. Enables AI-driven control of Unreal Editor through MCP, Python scripting, Blueprints, and C++ for level design, asset management, gameplay programming, and visual development. Use when this capability is needed.
- tomevault-io Bundle Opencode Agent Creation
Generate OpenCode agents following official documentation best practices Use when this capability is needed.
- tomevault-io Bundle Gemini CLI MCP Config Format Matrix
Use when generating or reviewing Gemini CLI MCP configuration snippets in this repository (profile index/docs). Enforce Gemini-native settings.json mcpServers format and gemini mcp add/list/remove command syntax for stdio and streamable HTTP servers.
- tomevault-io Bundle Tensorrt LLM
Optimizes LLM inference with NVIDIA TensorRT for maximum throughput and lowest latency. Use for production deployment on NVIDIA GPUs (A100/H100), when you need 10-100x faster inference than PyTorch, or for serving models with quantization (FP8/INT4), in-flight batching, and multi-GPU scaling. Use when this capability is needed.
- tomevault-io Bundle Agent Money Tracker
Intelligent budget tracking and financial management library for AI agents - expense tracking, income management, budgets, savings goals, and LLM-powered insights Use when this capability is needed.
- tomevault-io Bundle Signalshield Analyst Teneo
SignalShield Analyst is a semi-formal, fast-response agent that monitors early calls from KOLs, detects hype and risk signals, and warns users about both bullish and bearish developments. It balances Use when this capability is needed.
- tomevault-io Bundle Verification And Quality Assurance
Comprehensive truth scoring, code quality verification, and automatic rollback system with 0.95 accuracy threshold for ensuring high-quality agent outputs and codebase reliability. Use when this capability is needed.
- tomevault-io Bundle Eia Github Issue Operations
Use when managing GitHub Issues including creation, labels, milestones, assignees, and comments using gh CLI. Trigger with create issue, set labels, assign milestone.
- tomevault-io Bundle AI Mobile Reverse Skills
面向移动安全分析场景的 6 阶段总控 Skill。用于统一调度 APK 静态侦察、流量与代码对齐、SO/JNI 深度分析、加密与漏洞综合分析、验证设计与报告交付流程。支持 JADX MCP、Burp/Yakit MCP、IDA/Ghidra MCP，采用 AI 主导分析与阶段脚本组合的方式。 Use when this capability is needed.
- tomevault-io Bundle Flutter Bloc State Management
Standards for predictable state management using flutter_bloc, freezed, and equatable. Use when this capability is needed.
- tomevault-io Bundle Flux Point Studios Cardano Agent Skills Cardano CLI Operator
cardano-cli-operator (manual-only)
- tomevault-io Bundle Webapp Selenium Testing
Browser automation toolkit using Selenium WebDriver with Java and JUnit 5. Use for creating, debugging, or running Selenium tests, implementing Page Object Model, handling explicit waits, capturing screenshots, or setting up Maven test projects. Supports Chrome, Firefox, and Edge. Use when this capability is needed.
- tomevault-io Bundle Common Security Standards
Enforce universal security protocols for safe, resilient software. Use when implementing authentication, encryption, authorization, input validation, secret management, or any security-sensitive feature across any language or framework. Use when this capability is needed.
- tomevault-io Bundle Gabrielmoreira Agent Skills Mirror MCP Integration Reference
MCP Integration Reference Pattern
- tomevault-io Bundle Gemini Watermark Remover
Remove visible Gemini image watermarks from local image files by calling the project's CLI. Use when the user wants an agent to clean one or more local Gemini-generated images and save de-watermarked output files. Use when this capability is needed.
- tomevault-io Bundle Helixdevelopment Helixagent Training Machine Learning Models
Ml Model Trainer
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 codex-mcp-config-format-matrix, implementing-llms-litgpt, sentence-transformers. 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.