sunilgentyala

LaptopAI Agent — Security skill for Claude Code

Security community

Fully local, privacy-first autonomous AI agent for laptop management — LangGraph reasoning loop, Ollama local LLM, ChromaDB RAG, MCP server, SHA-256 chained audit log.

How to install LaptopAI Agent

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

What LaptopAI Agent does

Fully local, privacy-first autonomous AI agent for laptop management — LangGraph reasoning loop, Ollama local LLM, ChromaDB RAG, MCP server, SHA-256 chained audit log. Zero API keys. Zero cloud calls.

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README

🤖 LaptopAI-Agent

Personal Agentic AI for Laptop Management — Private, Secure, Offline-First

[![Python](https://img.shields.io/badge/Python-3.10+-3776AB?style=for-the-badge&logo=python&logoColor=white)](https://www.python.org/) [![LangGraph](https://img.shields.io/badge/LangGraph-0.2+-FF6B35?style=for-the-badge&logo=langchain&logoColor=white)](https://github.com/langchain-ai/langgraph) [![ChromaDB](https://img.shields.io/badge/ChromaDB-0.5+-FF4785?style=for-the-badge)](https://www.trychroma.com/) [![Ollama](https://img.shields.io/badge/Ollama-Local_LLM-000000?style=for-the-badge)](https://ollama.ai/) [![MCP](https://img.shields.io/badge/MCP-1.0+-6366F1?style=for-the-badge)](https://modelcontextprotocol.io/) [![License: Apache 2.0](https://img.shields.io/badge/License-Apache_2.0-green?style=for-the-badge)](LICENSE)

**Zero API keys. Zero cloud calls. Full system control — with a cryptographic audit trail.**

*Built by [Sunil Gentyala](https://github.com/sunilgentyala) · IEEE Senior Member · HCL America Inc.*

🧠 What Is This?

LaptopAI-Agent is a **fully local, privacy-first autonomous AI agent** that manages and reasons about your laptop. It combines:

A LangGraph reasoning loop — multi-step planning with tool use, up to 10 agentic iterations per query
A local LLM via Ollama — default qwen2.5-coder:7b for high tool-calling accuracy, no internet required
A ChromaDB RAG layer — ingest your git repos, configs, logs, and docs; retrieve relevant context at inference time
An MCP server — expose all tools to Claude Desktop / Claude Code over stdio
A SHA-256 chained audit log — append-only, tamper-evident JSONL record of every agent action

Ask it: *"Which of my repos have uncommitted changes?"* or *"My disk is 87% full — what's taking space in C:\Gitrepos?"* and it will reason, call tools, and respond — entirely on your machine.