An AI and language-model development toolkit containing skills, an agent, and commands for common AI application patterns. It covers areas such as retrieval-augmented generation, embeddings, LangGraph, and prompt design.

Use it when building AI features, language-model integrations, semantic search, retrieval pipelines, tool-using agents, or other AI-native workflows.

It gives developers ready-made guidance for recurring AI development tasks instead of requiring them to design every pattern from scratch.

atk — Plugin for Claude Code by ArieGoldkin/claude-forge

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/ArieGoldkin/claude-forge

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.

README.md

[![agentmods](https://agentmods.dev/badge/plugins/ariegoldkin/claude-forge/ai-toolkit/github.svg)](https://agentmods.dev/plugins/ariegoldkin/claude-forge/ai-toolkit)

Your own site

<a href="https://agentmods.dev/plugins/ariegoldkin/claude-forge/ai-toolkit"><img src="https://agentmods.dev/badge/plugins/ariegoldkin/claude-forge/ai-toolkit/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.

Your own site · 80×15

<a href="https://agentmods.dev/plugins/ariegoldkin/claude-forge/ai-toolkit"><img src="https://agentmods.dev/badge/plugins/ariegoldkin/claude-forge/ai-toolkit.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 16 skills, 25 commands, 1 agent, 1 hook cost 2,493 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 original No closer match found in the catalogue.

Security

Grade A, and why

atk 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/ai-toolkit/.claude-plugin/plugin.json · 25 lines

What it actually says

{
  "name": "atk",
  "version": "2.0.13",
  "description": "AI/LLM development toolkit - 16 skills, 1 agent, 25 commands for AI-native development patterns",
  "author": {
    "name": "Arie Goldkin",
    "email": "[email protected]"
  },
  "homepage": "https://github.com/ArieGoldkin/claude-forge/blob/main/plugins/ai-toolkit/README.md",
  "repository": "https://github.com/ArieGoldkin/claude-forge",
  "license": "MIT",
  "dependencies": [
    "ctk"
  ],
  "keywords": [
    "ai",
    "llm",
    "rag",
    "embeddings",
    "langgraph",
    "prompt-engineering",
    "ml"
  ]
}

Contents

What it installs

The manifest is a name and a version. 16 skills, 25 commands, 1 agent, 1 hook travel with it, and installing the plugin installs all of them — 2,493 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.

1mo ago First seen · 25 lines scan A ff25f128d55a

Subscribe to this mod's changes

atk is a plugin published in the GitHub repository ArieGoldkin/claude-forge (7 stars, last pushed 2mo 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 2026-08-31.

Building agents Claude Code Data and AI RAG and vectors agents ai anthropic aws claude

skillry-ai-and-agent-systems

Agent workflow design (LangChain, MCP servers, Copilot SDK), prompt systems and execution prompts, RAG/vector search, and LLM evaluation.

FluxonLab/Skillry · not measured

uitkit-ai-engineering

Claude API, agent construction, RAG, LangGraph, CrewAI, MCP server building, prompt caching, LLM eval, and AI-native development patterns.

UitbreidenOS/UitKit · not measured

huggingface-skills

Agent Skills for AI/ML tasks including dataset creation, model training, evaluation, and research paper publishing on Hugging Face Hub.

patchy631/ai-engineering-hub · not measured

trackio-cli

Query Trackio projects, runs, and metrics using the trackio CLI. Use when the user needs to list projects/runs/metrics, get summaries, or retrieve metric values from local Trackio databases. Supports both human-readable and JSON output formats. Covers project discovery, run inspection, metric querying, and system met.

patchy631/ai-engineering-hub · not measured

sagemaker-ai

Build, train, and deploy AI models with deep AWS AI/ML expertise brought directly into your coding assistants, covering the surface area of Amazon SageMaker AI.

awslabs/agent-plugins · not measured

developer-kit-ai

AI/ML capabilities including prompt engineering, RAG, and chunking strategies.

giuseppe-trisciuoglio/developer-kit · not measured