clawlist

What This Skill Does

Clawlist is the foundational framework for OpenClaw agents to manage complexity, duration, and persistence. By formalizing a four-phase workflow—Brainstorm, Plan, Execute, and Verify—this skill moves agents beyond reactive, single-shot responses into the realm of proactive task management. It is designed to bridge the gap between volatile session memory and long-term goal realization. Central to its architecture is the ongoing-tasks.md file, a persistence layer that allows the agent to maintain the state of infinite loops and long-running projects even across idle periods. When integrated with the heartbeat mechanism, Clawlist enables autonomous health checks, blocker detection, and scheduled task execution, effectively turning your AI agent into a self-managing project engine.

Installation

To integrate Clawlist into your environment, run the following command within your terminal: clawhub install openclaw/skills/skills/arisylafeta/clawlist This installs the necessary sub-skills and hook-ins required for the task tracking system to communicate with your local storage and heartbeat monitor.

Use Cases

• Project Management: Break down multi-week feature development into manageable sprints with documented milestones.
• Infinite Monitoring: Set up persistent web scraping or API monitoring tasks that scan for specific conditions every few hours.
• Community Management: Automate consistent engagement cycles for social platforms like Moltbook.
• Research Pipelines: Manage iterative search, synthesize, and report workflows that need to persist across multiple system restarts.

Example Prompts

1. "Use clawlist to set up an infinite monitoring loop that checks the OpenClaw repo for new issues every 6 hours and drafts a summary in my task file."
2. "I need to build a new portfolio website. Start a project using clawlist: break down the design, coding, and deployment phases, and create a tracking plan in ongoing-tasks.md."
3. "Review the status of my current long-running tasks in the ongoing-tasks.md file and update the health status based on the latest heartbeat report."

Tips & Limitations

• Discipline: Always use verify-task as your final step. Skipping verification leads to 'ghost tasks' that occupy memory without providing utility.
• Parallelization: For massive projects, do not hesitate to trigger dispatch-multiple-agents; it is optimized to work specifically with the clawlist structure.
• Maintenance: Regularly prune your ongoing-tasks.md file. While infinite tasks are great, an overcrowded task list will increase your agent's tokens-per-heartbeat overhead.
• Contextual Limits: clawlist is powerful, but it relies on clear task definitions. If a task description is vague, the agent will struggle to identify valid completion criteria during the verification phase.