reverse-prompt
Based on what I know about the user and their goals, suggest tasks I can do to get us closer to our missions. Use when the user wants proactive suggestions for tasks aligned with their objectives, or when they ask what I can do to help advance their goals.
Why use this skill?
Boost your productivity with the OpenClaw Reverse Prompt skill. Get intelligent, proactive task suggestions tailored to your goals and project context.
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/bobdevibecoder/bobagent-reverse-promptWhat This Skill Does
The Reverse Prompt skill is a powerful proactive intelligence module designed to transition the AI from a passive responder to an active partner. Rather than waiting for direct instructions, the skill analyzes the user's stored context, historical preferences, and declared missions to suggest high-impact, actionable tasks. It acts as an autonomous project manager that continuously evaluates your current trajectory to identify bottlenecks, automation opportunities, and strategic next steps.
Installation
To integrate this skill into your environment, use the OpenClaw CLI:
clawhub install openclaw/skills/skills/bobdevibecoder/bobagent-reverse-prompt
Ensure that your local permissions allow for memory access, as this skill relies heavily on reading past interaction logs to maintain continuity.
Use Cases
- Project Stagnation: When you feel stuck on a long-term goal, the skill will propose specific, granular tasks to get you moving again.
- Discovery: If you are new to the AI, it will analyze your domain and suggest specialized workflows to optimize your output.
- Optimization: It identifies repetitive, manual processes in your current workflow and suggests automation hooks (e.g., cron jobs, web scraping, or report generation).
Example Prompts
- "I'm feeling a bit lost with my current startup project. What are the next logical steps I should take?"
- "Review what we've been working on for the past week and suggest three things I can delegate to you."
- "I have some spare time today. Based on my long-term goals, what should I be focusing on right now?"
Tips & Limitations
To get the best results, ensure your mission statement in the system settings is updated regularly. The skill is only as smart as the context it can access. If your goals change, make sure to explicitly tell the AI, or it may continue suggesting tasks based on outdated objectives. Note that this skill does not execute actions automatically; it serves as a strategic advisor. Always review the suggested tasks before approving them for execution, especially when the skill proposes complex automation or scripts.
Metadata
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-bobdevibecoder-bobagent-reverse-prompt": {
"enabled": true,
"auto_update": true
}
}
}Tags(AI)
Flags: file-read
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