hiUse the ClawdHub CLI to search, install, update, and publish agent skills from clawdhub.com. Use when you need to fetch new skills on the fly, sync installed...
Install via ClawdBot CLI:
clawdbot install roman181/hiGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
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https://github.com/peterskoett/self-improving-agent.gitAudited Apr 17, 2026 · audit v1.0
Generated Mar 22, 2026
A development team uses the skill to log coding errors, API failures, and user corrections during agile sprints. They promote best practices to shared documentation like AGENTS.md, improving team efficiency and reducing recurring bugs.
An AI-powered support agent logs user corrections and feature requests to enhance response accuracy. It promotes behavioral patterns to SOUL.md for consistent service, leading to higher customer satisfaction and reduced escalations.
Data scientists log errors from external tool failures and outdated knowledge gaps during analysis. They use the skill to document best practices in TOOLS.md, streamlining workflows and ensuring reproducible results across projects.
A DevOps team implements the skill to capture infrastructure errors and integration failures in automated pipelines. By promoting learnings to project memory, they optimize deployment processes and reduce system downtime.
An AI tutor logs student corrections and knowledge gaps to adapt teaching methods. It promotes effective patterns to behavioral guidelines, personalizing learning experiences and improving educational outcomes over time.
Offer the skill as part of a premium AI agent platform with automated learning promotion and cross-session communication features. Revenue comes from monthly subscriptions based on usage tiers and advanced analytics.
Provide customization and integration services for enterprises to deploy the skill in their AI workflows. Revenue is generated through project-based fees and ongoing support contracts for optimization.
Distribute the core skill as open source to build community adoption, while monetizing premium features like advanced promotion tools and enterprise-grade support. Revenue streams include paid add-ons and training workshops.
💬 Integration Tip
Start by setting up the .learnings directory in your project and use the quick reference table to log common scenarios, then gradually integrate with OpenClaw for automated features.
Scored Apr 19, 2026
Meta-skill for AI agent self-improvement. Analyzes runtime logs to detect error patterns, regressions, and inefficiencies, then generates structured improvem...
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