How Cursor’s AI Agent Turns Complex Tasks into Structured To‑Do Lists

Intelligent Planning in Cursor Agent

Cursor’s Agent mode can automatically decompose a high‑level development requirement into a structured To‑Do list, manage task dependencies, update progress in real time, and synchronize the list across devices (e.g., Slack).

Key capabilities

Automatic task decomposition : large tasks are split into smaller, manageable steps.

Dependency management : prerequisite relationships are detected and enforced.

Real‑time progress updates : completed items are marked automatically.

Multi‑device sync : To‑Dos appear in the chat UI and integrated platforms.

Requirements

Cursor version 1.2 or newer.

Agent mode (Auto mode does not support planning).

Enable “To‑Do List” in Settings.

If your installation is older, historic builds can be downloaded from:

https://github.com/flyeric0212/cursor-history-links

Example scenarios

1. Batch unify styles across mini‑program pages

2. Develop a new page with multiple features

Prompt template for reliable decomposition

[Your Goal], specific requirements are as follows:
1. Sub‑goal 1
2. Sub‑goal 2
3. Sub‑goal 3
[Additional notes]

Comparison with other AI agents

Cline : separates “Plan” and “Act” modes; “Plan” handles task breakdown.

IDEA Junie : outputs a plan first, then executes each step sequentially.

Augment Code : provides a Tasklist icon to generate a list quickly.