TaskPilot wiki

TaskPilot

Welcome to the TaskPilot project wiki.

TaskPilot is an AI-powered task prioritization agent that analyzes tasks, considers deadlines and importance, verifies its decisions, and produces a prioritized task list with reasoning.

Project Goal

The goal of TaskPilot is to help users decide what they should work on first when they have multiple tasks competing for their attention.

How It Works

TaskPilot follows an agentic workflow:

1. Analyze — Understand the provided tasks and their context.
2. Prioritize — Determine the priority of each task.
3. Verify — Check whether the prioritization is reasonable.
4. Correct — Re-evaluate priorities when problems are detected.
5. Output — Return the final prioritized task list with explanations.

Technology

• Python
• Groq LLM
• LangChain
• Llama 3.3 70B
• Kaggle Notebook

Documentation

See the following project files for more information:

• Problem Research
• Architecture
• Testing
• Installation
• Usage
• Roadmap
• Contributing

Project Status

Version: v0.1.0 Status: Initial MVP Release

TaskPilot is currently focused on demonstrating the core AI-powered prioritization workflow while keeping the system simple and extensible.