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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techwavedev Skill LLM App PatternsProduction-ready patterns for building LLM applications. Covers RAG pipelines, agent architectures, prompt IDEs, and LLMOps monitoring. Use when designing AI applications, implementing RAG, buildin...
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shenjj2025-oss Skill Vibecoding Master2025年最前沿的AI原生开发范式——VibeCoding。覆盖：Prompt-to-Product工作流、多轮对话管理、AI编码助手协作策略、代码质量保障、v0.dev/Lovable/Claude Code/Replit Agent工具链集成。触发词：vibecoding、VibeCoding、AI原生开发、提示即产品、AI pair programming、conversation-driven coding、prompt engineering for products
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autohandai-community-skills Bundle Performing Asset Criticality Scoring For VulnsDevelop and apply a multi-factor asset criticality scoring model to weight vulnerability prioritization based on business impact, data sensitivity, and operational importance.
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jmagly-ai-writing-guide Skill Cover Art EmbeddingPatterns for finding, processing, and embedding cover artwork into media files
- jmagly-ai-writing-guide Bundle Address Issues Threat Assess
Preflight issue bodies for prompt-injection and supply-chain risk before address-issues acts on them
- jmagly-ai-writing-guide Skill Agent Persistence
Enable and explain the reusable human-in-the-loop gates used by persistent agent loops for destructive actions, false-positive overrides, and recovery escalation.
- jmagly-ai-writing-guide Skill Infer Completion Criteria
Infer measurable completion criteria for an agent-loop task from project docs, code, and AIWG standards when the user has not supplied --completion explicitly
- autohandai-community-skills Skill Dotnet AI
AI and ML skills for .NET: technology selection, LLM integration, agentic workflows, RAG pipelines, MCP, and classic ML with ML.NET.
- techwavedev Skill Pydantic Models Py
Create Pydantic models following the multi-model pattern with Base, Create, Update, Response, and InDB variants. Use when defining API request/response schemas, database models, or data validation ...
- techwavedev Skill Crypto Bd Agent
Production-tested patterns for building AI agents that autonomously discover, > evaluate, and acquire token listings for cryptocurrency exchanges.
- autohandai-community-skills Skill Dotnet Skills
Use dotnet/skills for .NET and C# coding-agent guidance, plugins, project analysis, and modernization workflows.
- autohandai-community-skills Skill Claude Code Java
Use claude-code-java for reusable Java project agent infrastructure, conventions, testing, and migration workflows.
- techwavedev Skill AI Agent Development
AI agent development workflow for building autonomous agents, multi-agent systems, and agent orchestration with CrewAI, LangGraph, and custom agents.
- autohandai-community-skills Bundle Nvidia Tensorrt LLM Trtllm Codebase Exploration
Systematic approach to exploring the TensorRT-LLM codebase before implementing new features or optimizations. Teaches how to discover existing infrastructure, trace code paths, and avoid reimplementing what already exists. Derived from real mistakes where ~250 lines of code were written and deleted because existing forward methods weren't discovered upfront. Use when starting any new feature, optimization, or code modification in TRT-LLM.
- autohandai-community-skills Skill Spring Boot Skills
Use spring-boot-skills for production-grade Spring Boot agent guidance, modernization, testing, and operations.
- autohandai-community-skills Skill Agent Configuration
AI agent configuration policy and security guide. Project description file writing, Hooks/Skills/Plugins setup, security policy, team shared workflow definition.
- autohandai-community-skills Bundle Nvidia Nemo Rl Docs
Documentation conventions for NeMo-RL. Covers docs/index.md updates and docstring format.
- autohandai-community-skills Skill Agent Browser
A fast Rust-based headless browser automation CLI with Node.js fallback that enables AI agents to navigate, click, type, and snapshot pages via structured commands.
- autohandai-community-skills Bundle Nvidia Nemo Gym Docs
Maintain the NeMo Gym Fern docs site — add, update, move, or remove pages under fern/. Use for any documentation change. Triggered by: "edit docs", "add doc page", "update docs", "rename page", "fix broken link", "add redirect", "preview docs", "publish docs", any request that touches `fern/`.
- autohandai-community-skills Skill Dotnet Test Migration
Skills and an orchestrator agent for migrating .NET test frameworks and platforms: MSTest and xUnit version upgrades, xUnit-to-MSTest conversion, and VSTest to Microsoft.Testing.Platform.
- jmagly-ai-writing-guide Skill Dataset Intelligence
Route any dataset, custom indexing, traceability, provenance, lineage, synchronization, or retirement request through one governed workflow. Use when a user points AIWG at data and wants an outcome without knowing schema or indexing terminology.
- techwavedev Skill LLM Prompt Optimizer
Use when improving prompts for any LLM. Applies proven prompt engineering techniques to boost output quality, reduce hallucinations, and cut token usage.
- techwavedev Bundle Pipecat Friday Agent
Build a low-latency, Iron Man-inspired tactical voice assistant (F.R.I.D.A.Y.) using Pipecat, Gemini, and OpenAI.
- autohandai-community-skills Bundle Nvidia Megatron Bridge Perf Moe Hardware Configs
Representative MoE training playbooks by hardware platform and model family. Summarizes rounded throughput bands, parallelism patterns, and common tuning stacks.
- autohandai-community-skills Bundle Nvidia Cuopt Developer
Modify, build, test, debug, and contribute to NVIDIA cuOpt (C++/CUDA, Python, server, CI). Use for solver internals, PRs, DCO, and code conventions.
- autohandai-community-skills Bundle Nvidia Nemo Rl Testing
Testing conventions for NeMo-RL. Covers Ray actor coverage pragmas, nightly test requirements, and recipe naming rules.
- autohandai-community-skills Bundle Nvidia Nemo Rl Copyright
NVIDIA copyright header requirements for NeMo-RL. Covers which files need headers and the exact header text.
- autohandai-community-skills Bundle Nvidia Nemo Rl Review Pr
Interactive code review for NVIDIA-NeMo/RL pull requests. Checks out PR locally, reads existing comments, applies coding guidelines from skills, previews findings, and posts review comments. Also supports reviewing the current branch locally.
- jmagly-ai-writing-guide Skill Aiwg Orchestrate
Route structured artifact work to AIWG workflows via MCP with zero parent context cost
- techwavedev Skill Infinite Gratitude
Multi-agent research skill for parallel research execution (10 agents, battle-tested with real case studies).
- techwavedev Skill Gitlab Automation
Automate GitLab project management, issues, merge requests, pipelines, branches, and user operations via Rube MCP (Composio). Always search tools first for current schemas.
- techwavedev Skill Linear Automation
Automate Linear tasks via Rube MCP (Composio): issues, projects, cycles, teams, labels. Always search tools first for current schemas.
- techwavedev Skill Monday Automation
Automate Monday.com work management including boards, items, columns, groups, subitems, and updates via Rube MCP (Composio). Always search tools first for current schemas.
- techwavedev Skill Notion Automation
Automate Notion tasks via Rube MCP (Composio): pages, databases, blocks, comments, users. Always search tools first for current schemas.
- techwavedev Skill Reddit Automation
Automate Reddit tasks via Rube MCP (Composio): search subreddits, create posts, manage comments, and browse top content. Always search tools first for current schemas.
- techwavedev Skill Render Automation
Automate Render tasks via Rube MCP (Composio): services, deployments, projects. Always search tools first for current schemas.
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 nvidia-tensorrt-llm-trtllm-codebase-exploration, nvidia-nemo-gym-docs, dotnet-skills. 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.