NatwarUpadhyay

Agentic AI Engineer Framework β€” DevOps skill for Claude Code

DevOps community

🧠 Full-stack Agentic AI toolkit β€” ZIP Repo Analyzer, ReAct agents, multi-agent pipelines, Azure AI-102 services & Claude Code patterns.

How to install Agentic AI Engineer Framework

This entry records only its repository, not the path inside it, so there is no exact command to give. Open NatwarUpadhyay/agentic-ai-engineer-framework and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What Agentic AI Engineer Framework does

🧠 Full-stack Agentic AI toolkit β€” ZIP Repo Analyzer, ReAct agents, multi-agent pipelines, Azure AI-102 services & Claude Code patterns. Powered by OpenRouter + Qwen3-235B. No Ollama. No GPU. Runs on any laptop. ⭐

Alternatives in DevOps

  • CLAUDE.md CI/CD Wiki β€” Community patterns for CLAUDE.md configuration in CI/CD pipelines 22.3k β˜…
  • Claude Code GitHub Actions β€” by Anthropic - Official GitHub Actions integration for Claude Code with examples and documentation for automat 6.4k β˜…
  • Terraform Skill For Claude β€” Comprehensive Terraform and OpenTofu guidance covering testing, modules, CI/CD, and production patterns 1.4k β˜…

README

🧠 Agentic AI Engineer Framework

**A complete, hands-on toolkit for building production-grade Agentic AI systems** β€” combining Azure AI Services (AI-102), NVIDIA's agentic ecosystem, Claude Code patterns, and a powerful **ZIP-based Repo Analyzer** that tells you exactly what skills and files to add to any project.

[![No Ollama Required](https://img.shields.io/badge/No%20Ollama-Required-22c55e?style=for-the-badge&logo=checkmarx)](.) [![No GPU Needed](https://img.shields.io/badge/No%20GPU-Needed-22c55e?style=for-the-badge&logo=checkmarx)](.) [![OpenRouter Powered](https://img.shields.io/badge/OpenRouter-Powered-6366f1?style=for-the-badge)](https://openrouter.ai) [![Model](https://img.shields.io/badge/Qwen3--VL--235B-Thinking-818cf8?style=for-the-badge)](https://openrouter.ai/models/qwen/qwen3-vl-235b-a22b-thinking) [![Azure AI-102](https://img.shields.io/badge/Azure-AI--102-0078D4?style=for-the-badge&logo=microsoftazure)](https://learn.microsoft.com/en-us/credentials/certifications/azure-ai-engineer/) [![NVIDIA Agentic](https://img.shields.io/badge/NVIDIA-Agentic%20AI-76b900?style=for-the-badge&logo=nvidia)](https://www.nvidia.com/en-us/training/)


🚫 No Ollama. No GPU. No Heavy Setup.

**This entire framework runs on your laptop via the cloud.**

  • ❌ No Ollama install
  • ❌ No NVIDIA GPU required
  • ❌ No 64GB RAM needed
  • βœ… Just Python + an OpenRouter API key (already pre-configured)
  • βœ… Works on MacBook, Windows laptop, Linux VM β€” anything

All LLM inference runs on **OpenRouter's cloud** using **Qwen3-VL-235B-Thinking** β€” a 235-billion-parameter multimodal model with chain-of-thought reasoning. You get state-of-the-art AI for pennies per query, no local hardware required.


🎯 What This Framework Does

Built on two certifications worth of real knowledge:

*"The **Microsoft Azure AI Engineer Associate (AI-102)** certification helped me design and deploy production Azure AI pipelines β€” from Cogniti