Natural language terminal agent for Windows PowerShell
Project description
Termagent: Natural Language PowerShell Agent
Termagent is a powerful, Windows-native AI agent that transforms natural language instructions into executable PowerShell commands. Built for both non-technical users and power developers, it bridges the gap between intent and execution through a sophisticated agentic workflow.
🚀 Key Features
- Natural Language Translation: Convert plain English into complex PowerShell scripts instantly.
- Stateful Orchestration: Built on LangGraph, allowing the agent to remember context, navigate directories, and handle multi-step operations.
- Session Memory: Retains conversation history within the session, enabling highly contextual interactions and follow-up adjustments.
- Clean Agent Graph: Utilizes a streamlined, robust graph architecture for efficient intent routing.
- Dual-Layer Safety Architecture:
- Static Blacklist: Prevents system-critical operations (e.g., System32 access, Registry edits) before they reach the LLM.
- LLM Security Review: A second layer of reasoning that flags context-specific risks.
- Human-in-the-Loop (HITL): Risky commands are never executed without explicit user confirmation.
- Textual TUI: A beautiful, responsive terminal user interface for a premium CLI experience.
- Email Integration: Compose and send professional emails with attachments directly from the terminal.
🛠️ Architecture
Termagent utilizes a Directed Acyclic Graph (DAG) state machine to manage the conversation flow, tool selection, and command validation. By running inference on Groq, it ensures near-instant response times while maintaining high reasoning quality.
🚀 Quick Start
Get started in under 3 minutes!
pip install termagent-cli
termagent
⚠️ Safety First
While Termagent is designed to be helpful, it executes real commands on your system. Always review flagged commands before confirming execution.
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