A collection of .NET guidance for artificial intelligence and machine learning projects. It covers language models, AI agents, retrieval-augmented generation (RAG), MCP, and ML.NET.

Use it to add language-model features, build agent workflows, create RAG systems, connect MCP, or use traditional machine learning with ML.NET.

It helps choose among .NET AI approaches and structure integrations without treating every AI task as the same kind of project.

dotnet-ai — Plugin by dotnet

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Claude Code

/plugin marketplace add dotnet/skills

agentmods

npx agentmods add plugins/dotnet/skills/dotnet-ai

Clone the repo

git clone --depth 1 https://github.com/dotnet/skills

Made for: Claude Code.

Per session not measured What this adds to a session before it is invoked.

When invoked not measured Not applicable: nothing here is loaded into a session.

Security scan A 0 findings. Scan, not verified.

Origin original No closer match found in the catalogue.

Security

Grade A, and why

dotnet-ai scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/dotnet-ai/.claude-plugin/plugin.json · 7 lines

What it actually says

{
  "name": "dotnet-ai",
  "version": "0.1.6",
  "description": "AI and ML skills for .NET: technology selection, LLM integration, agentic workflows, RAG pipelines, MCP, and classic ML with ML.NET.",
  "skills": ["./skills/"]
}

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

2d ago First seen · 7 lines scan A 5826bb1e044f

Subscribe to this mod's changes

dotnet-ai is a plugin published in the GitHub repository dotnet/skills (5,297 stars, last pushed 2d ago), licensed MIT. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Data and AI agent-skills

dotnet-ai

Getting it into your agent

Grade A, and why

Nothing flagged

What it actually says

What this file has done since we first saw it

Other plugins, from other repositories

nextjs

nextjs

claude-plugins-official

knowledge-work-plugins

ecc

ecc