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uitkit-ai-engineering

uitkit-ai-engineering is a plugin for Claude Code from UitbreidenOS/UitKit. Its manifest loads nothing; the 143 skills it bundles cost 3,247 tokens per session together, scanned A, original, no licence file.

A collection of guidance for building AI applications with the Claude API, retrieval-augmented generation (RAG), LangGraph, CrewAI, MCP servers, prompt caching, and language-model evaluation.

In plain words
What is it for?
Use it for Claude integrations, agent construction, RAG systems, LangGraph or CrewAI workflows, MCP servers, prompt caching, and model evaluation.
Why use it?
It brings related AI engineering topics together when building or assessing agent-based software.

Plugin for Claude Code

Written for Claude Code: a Claude Code plugin manifest.

not rated 14repo 3mo ago A scan tokens not measured custom licence

Good fit Use it for Claude integrations, agent construction, RAG systems, LangGraph or CrewAI workflows, MCP servers, prompt caching, and model evaluation.

Compare 6 plugins from other repositories ↓
Install in Claude Code
/plugin marketplace add UitbreidenOS/UitKit
/plugin install uitkit-ai-engineering
View source ↗ UitbreidenOS/UitKit uitkit-os.vercel.app
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.

Clone the repo
git clone --depth 1 https://github.com/UitbreidenOS/UitKit

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for uitkit-ai-engineering

README.md
[![agentmods](https://agentmods.dev/badge/plugins/uitbreidenos/uitkit/uitkit-ai-engineering/github.svg)](https://agentmods.dev/plugins/uitbreidenos/uitkit/uitkit-ai-engineering)
Your own site
<a href="https://agentmods.dev/plugins/uitbreidenos/uitkit/uitkit-ai-engineering"><img src="https://agentmods.dev/badge/plugins/uitbreidenos/uitkit/uitkit-ai-engineering/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for uitkit-ai-engineering

Your own site · 80×15
<a href="https://agentmods.dev/plugins/uitbreidenos/uitkit/uitkit-ai-engineering"><img src="https://agentmods.dev/badge/plugins/uitbreidenos/uitkit/uitkit-ai-engineering.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session not measured What this adds to a session before it is invoked.
When invoked not measured The manifest loads nothing itself; its 143 skills cost 3,247 tokens a session between them.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Security

Grade A, and why

uitkit-ai-engineering 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 1mo 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/uitkit-ai-engineering/.claude-plugin/plugin.json · 30 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Contents

What it installs

The manifest is a name and a version. 143 skills travel with it, and installing the plugin installs all of them — 3,247 tokens a session between them. Each is measured on its own page, and each can be installed alone.

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.

  1. 1mo ago First seen · 30 lines scan A cffac475a698

Subscribe to this mod's changes

uitkit-ai-engineering is a plugin published in the GitHub repository UitbreidenOS/UitKit (14 stars, last pushed 3mo ago), with no licence file. 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.

Building agentsClaude CodeData and AIPromptingRAG and vectorsagentsai-agentsai-toolsanthropicclaude
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