Back to library
AI
tutorial

Automate Complex Coding Features with Autonomous Agent Goals

Use the /goal command to let Qwen handle autonomous coding tasks.

Activate the autonomous coding agent with the /goal command to handle complex, multi-step development tasks including logic implementation and error detection.

Qwen

The Scenario

You need to implement a significant new feature or perform a large-scale refactor across multiple files in your terminal-based coding environment.

Before & after

The old way

Developers manually break down tasks, write code block by block, and debug each error, often taking 2–4 hours for a complex feature.

With AI

By using the /goal command, the agent autonomously executes the development plan, reducing the work to 5–10 minutes of supervision.

The Prompt

/goal [DESCRIBE_THE_FEATURE_OR_REFACTORING_TASK_YOU_WANT_TO_COMPLETE]

The /goal feature in Qwen Code v0.16.0 provides autonomous coding capabilities paired with an independent judge model to detect impossible goals and ensure high-quality output.

Source

Qwen Code Blog: AI Coding Updates and Guides | Qwen Code Docs
"Qwen Code v0.16.0 follows suit—plus an independent judge model and impossible-goal detection."