Summary

TaskSync is a terminal-based agent designed to enhance developer efficiency by streamlining interactions with AI coding assistants like Copilot. It enables autonomous task execution, continuous feedback loops, and reduced premium request usage through a persistent, human-in-the-loop workflow. The project targets developers seeking more interactive and controlled AI-assisted development processes.

How It Works

The core of TaskSync is a persistent terminal agent that actively prompts the user for tasks using standard shell commands (Read-Host or read -p). It operates autonomously, executing tasks and requesting further instructions or feedback until explicitly terminated. This design facilitates a continuous development cycle where the AI agent remains engaged and guided by user input, minimizing speculative operations and optimizing resource usage.

Quick Start & Requirements

To initialize, provide the TaskSync protocol file (tasksync.md or specs-tasksync.md) as context to your AI IDE (e.g., Copilot custom chat mode) and use the activation command: "Strictly follow TaskSync Protocol #tasksync.md or specs-tasksync.md". For Copilot, enabling "Auto Approve" and setting "Max Requests" to 999 in user settings is recommended for uninterrupted autonomous operation. Tasks must be entered as a single line.

Highlighted Details

• Autonomous Terminal Agent: Operates continuously, requesting and executing tasks until explicitly stopped.
• Human-in-the-Loop: Integrates user feedback directly into the workflow to refine AI outputs and reduce unnecessary requests.
• Multiple Integration Options: Supports core terminal interaction, a structured "Specs-Tasksync" workflow, an MCP Server for continuous feedback, and a dedicated VS Code Extension.
• Optimized AI Usage: Aims to reduce premium request costs by guiding the AI with specific tasks and feedback.

Maintenance & Community

Community engagement and support are available through GitHub Discussions. Contributions are welcomed. A star history is provided as a community adoption metric.

Licensing & Compatibility

The provided README does not specify a software license. This lack of explicit licensing information may pose a barrier to adoption and requires clarification regarding usage rights, commercial compatibility, and derivative works.

Limitations & Caveats

Recommended session duration is 1-2 hours maximum to mitigate potential increases in AI hallucinations. Tasks must be entered as a single line, requiring specific handling when pasting multi-line content into the terminal. The project's operational model, particularly with Copilot's "Auto Approve" setting, grants the agent significant terminal execution privileges.