A structured task management skill for AI agents to generate, track, and verify the execution status of to-do lists.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install todo-tracker-cn
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install todo-tracker-cn using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Todo Tracker?
Todo Tracker is a specialized utility designed for the Openclaw Skills environment that enables AI agents to maintain a strict workflow. It moves beyond simple list-making by providing a programmatic way to generate structured tasks from natural language descriptions and, more importantly, verify their completion to ensure project integrity.
By integrating this skill, developers can give their AI agents the ability to self-monitor progress. Whether you are managing complex coding refactors or daily administrative routines, Todo Tracker ensures that no step is overlooked by maintaining a persistent state of project milestones.
Todo Tracker Use Cases
- Automating the breakdown of complex project requirements into actionable tasks.
- Tracking the step-by-step progress of long-running AI agent workflows.
- Verifying that all prerequisites are met before an agent proceeds to a deployment phase.
- Maintaining a historical log of completed tasks for reporting and self-improvement loops.
How Todo Tracker Works
- The agent calls generate-todo-list with a task description to create a structured JSON roadmap.
- As the agent performs sub-tasks, it invokes mark-completed to update specific item IDs.
- The show-progress command provides a real-time snapshot of the completion percentage.
- Before concluding a session, verify-completion checks for any lingering open items to ensure the job is 100% finished.
Todo Tracker Setup
To use Todo Tracker, ensure you have Python 3 installed. The skill is typically located within your Openclaw workspace.
Todo Tracker Data Schema & Taxonomy
Todo Tracker manages state via a centralized JSON file to ensure persistence across sessions.
| File Path | Description | Format |
|---|---|---|
~/.openclaw/workspace/todo-current.json |
Active task list and completion statuses | JSON |
~/self-improving/corrections.md |
Integration log for task completion and self-correction | Markdown |
Schema Fields:
todo_id: Unique identifier for each task.description: Textual description of the requirement.status: Current state (pending/completed).timestamp: Record of when the task was created or modified.
Todo Tracker Advanced Features
- Self-Improving Integration: Automatically logs completed tasks to a centralized corrections file for model fine-tuning and history tracking.
- Automated Cleanup: Supports periodic purging of completed tasks to maintain a clean workspace.
- Structured Verification: Includes a dedicated verification engine to prevent false-positive completion reports.
- Openclaw Skills Compatibility: Designed to work seamlessly with other agents in the Openclaw ecosystem for multi-agent task handovers.
SKILL.md
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