ekalavya-self-improvement
Enforce execution discipline for ongoing work after the user has already approved direction. Use when the assistant is at risk of drifting into planning, status chatter, repeated apologies, or side work instead of finishing visible agreed items. Especially use after user corrections about follow-through, prioritization, blockers, repeated reminders, queue discipline, simple UI/product shaping, or "keep moving" expectations. Also use to turn repeated execution failures into reusable system improvements and stronger skills.
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/21f2000735/ekalavya-self-improvementWhat This Skill Does
Ekalavya Self Improvement is an advanced cognitive framework for OpenClaw AI agents, specifically designed to enforce execution discipline and autonomous follow-through. When activated, this skill transitions the agent from a reactive or conversational mode into a high-throughput execution machine. It mandates that the agent prioritizes shipping code or deliverables over status updates, apologies, or redundant planning chatter. By automating the transition from 'understanding' to 'doing', it ensures that once a project direction is set, the agent moves forward methodically until tasks are completed.
Installation
To integrate this skill into your environment, use the OpenClaw CLI:
clawhub install openclaw/skills/skills/21f2000735/ekalavya-self-improvement
Use Cases
This skill is essential when you find yourself repeatedly reminding the AI to 'get back on track' or when it starts drifting into speculative planning rather than tangible work. It is perfect for long-running software projects where maintaining focus on a specific task list is difficult. Use it during intense refactoring sprints, documentation updates, or when scaling complex features that require consistent, incremental progress without constant human intervention.
Example Prompts
- 'I have approved the current architecture plan. Install ekalavya-self-improvement and execute the TODO list for the authentication module until finished.'
- 'You are spending too much time explaining your process. Use ekalavya-self-improvement to stop the chatter and focus strictly on finishing the pending UI tickets.'
- 'We are blocked on the API key; skip to the next available task in the queue and maintain silent, disciplined execution for the remainder of this session.'
Tips & Limitations
To get the most out of Ekalavya, maintain a clear 'TODO', 'DONE', and 'BLOCKED' structure in your project context. The skill works best when it has a clearly defined queue. Remember that 'silent' mode reduces feedback; only use this when you trust the agent's current understanding. The limitation is that it requires clear initial direction; if the user's vision is ambiguous, the agent may plow ahead with incorrect assumptions. Always ensure your project boundaries are defined before engaging this level of autonomous execution.
Metadata
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-21f2000735-ekalavya-self-improvement": {
"enabled": true,
"auto_update": true
}
}
}Tags(AI)
Flags: file-write, file-read, code-execution