toggle

What This Skill Does

ToggleX serves as the dedicated context layer for your OpenClaw agent, providing deep insights into your professional activity across the web. Unlike surface-level logging, ToggleX captures project-specific work, duration, focus intensity, and context-switching habits. It functions as your agent's memory of your actual labor, allowing it to move beyond passive observation into proactive assistance. By aggregating raw session data from the ToggleX API, the skill enables your agent to act as a personal productivity strategist—detecting patterns in your workflow, identifying stale tasks, and anticipating your next steps based on historical data.

Installation

To integrate ToggleX into your OpenClaw environment, first install the skill package using the command: clawhub install openclaw/skills/skills/aleksandar-jive/toggle. Once installed, you must authenticate the agent by retrieving your API key from x.toggle.pro/new/clawbot-integration. Navigate to your OpenClaw configuration file and add the toggle entry under the skills block, placing your key in the apiKey field. Alternatively, you can set the TOGGLE_API_KEY environment variable in your terminal session. Ensure your system has Python 3 installed to execute the data-fetching scripts located in the {baseDir} folder.

Use Cases

ToggleX is best utilized for proactive productivity management. Use it to generate automated daily briefings that summarize your accomplishments and highlight where focus was lost. It is excellent for "context retrieval" when returning to work after a break or meeting, as the agent can identify exactly which files, websites, or projects you were working on before the interruption. Furthermore, developers and knowledge workers can use this skill to spot repetitive workflows that are ripe for automation, or to evaluate their 'deep work' sessions to optimize their daily schedule for maximum output.

Example Prompts

1. "What was I actually working on yesterday afternoon, and did I finish those UI tasks?"
2. "I feel like I've been context-switching too much lately. Can you look at my activity from the last week and suggest a better workflow?"
3. "Summarize my day for me—highlight my longest focus sessions and identify any tasks that seem to be stalling."

Tips & Limitations

• Proactive Intelligence: Don't wait for the agent to ask. Request digests regularly to refine your personal routine.
• Data Privacy: Your TOGGLE_API_KEY is the only external credential used. Ensure this key is stored securely in your local configuration rather than shared files.
• Granularity: The data returned is raw; the quality of your agent's insights depends on the prompt quality—ask for specific patterns like 'frequent switching' or 'long duration tasks' for better results.
• Storage: Use the --persist flag to ensure that your agent remembers your historical data over long periods, allowing for trend analysis across months rather than just days.