todo-skill

What This Skill Does

The todo-skill for OpenClaw is a sophisticated cognitive framework designed to manage complex, multi-step objectives by decomposing them into granular, actionable tasks. Rather than attempting to solve an entire request at once—which can lead to hallucination or lack of focus—this skill employs a structured methodology: breakdown, optimization, execution, and adaptation. When a high-level goal is identified, the skill parses the objective into a logical sequence, determines necessary prerequisites, and maintains a persistent state of the workflow. It allows the assistant to remain on track, providing iterative status updates while being flexible enough to re-plan if a specific sub-task fails or reveals new information requiring a shift in strategy.

Installation

To integrate the todo-skill into your OpenClaw environment, ensure you have the core agent installed. Open your terminal or the OpenClaw command interface and execute the following command to pull the repository directly from the registry:

clawhub install openclaw/skills/skills/scccmsd/todo-skill

Once the installation completes, verify the activation by checking your local skills list. No further configuration is required; the skill will auto-initialize upon your next high-level task request.

Use Cases

This skill is ideal for projects that require sustained focus and multiple phases of work. It is particularly effective for marketing campaign planning, software development cycles (e.g., scaffolding a new project architecture), research projects that require synthesizing data from multiple sources, and household task management that involves sequential dependencies. By using this, you avoid the cognitive load of tracking complex projects manually.

Example Prompts

1. "Plan and execute a comprehensive research document on emerging renewable energy technologies step by step."
2. "What is the current status of the project planning for the new mobile app design?"
3. "Update step 3 of the website migration plan: I have already finished the database backup, so move directly to the file transfer phase."

Tips & Limitations

For optimal results, provide high-level goals with clear end-states. The skill performs best when you allow it to define the sub-tasks, though you can override these suggestions during the planning phase. Note that the skill currently operates on the logic of sequential dependency; if you have a massive task with hundreds of steps, it is recommended to break the primary objective into smaller "epic" level goals to maintain better context window management and coherence.