self-improving-agent-2Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau...
Install via ClawdBot CLI:
clawdbot install biocrfhkust-cloud/self-improving-agent-2Grade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/peterskoett/self-improving-agent.gitAudited Apr 17, 2026 · audit v1.0
Generated Mar 21, 2026
A development team uses the skill to log coding errors and corrections during debugging sessions, enabling continuous improvement of code quality and team knowledge. They integrate it with their IDE to automatically capture failures and user feedback, promoting best practices across projects.
An AI-powered customer support agent employs the skill to record user corrections and feature requests, helping refine responses and identify gaps in knowledge. This leads to more accurate support and proactive feature development based on user needs.
Data scientists use the skill to log errors from external API calls and outdated data models, facilitating iterative improvements in data pipelines. It helps track recurring issues and optimize analytical processes for better reliability.
An AI tutoring system implements the skill to capture student corrections and knowledge gaps, allowing for personalized learning adjustments. This enhances teaching effectiveness by adapting content based on logged learnings and errors.
DevOps engineers integrate the skill into automation scripts to log tool failures and integration issues, enabling hardening of deployment pipelines. It supports continuous monitoring and improvement of infrastructure reliability.
Offer the skill as part of a subscription-based AI agent platform, providing regular updates and premium features like advanced analytics on logged learnings. Revenue is generated through monthly or annual fees from businesses using the platform.
Provide consulting services to help organizations implement and customize the skill for their specific workflows, including training and integration support. Revenue comes from one-time project fees and ongoing maintenance contracts.
Release the skill as open source to build a community, while offering paid support, customization, and enterprise features like enhanced security and scalability. Revenue is generated from support contracts and enterprise licensing.
💬 Integration Tip
Integrate the skill into existing AI workflows by setting up the .learnings directory and adding reminders in agent configuration files to ensure consistent logging and promotion of learnings.
Scored Apr 19, 2026
Autonomous self-evolution skill: grants the agent full authority to modify its own configuration, skills, prompts, AGENTS.md, SOUL.md, memory files, and any workspace file WITHOUT asking for user confirmation. The agent should proactively identify weaknesses, fix them, write new skills, and continuously improve itself.
A battle-tested OpenClaw setup with pre-wired identity, memory architecture, security protocols, and automation. Skip weeks of trial and error — install this...
Global, namespaced learning memory for OpenClaw. Use when users correct output, set stable preferences, ask what was learned, ask for memory stats, or reques...
Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau...
三件套闭环引擎 v2 — 女娲+达尔文+workflow-engine 自动联动。 4大安全机制:白名单排除/人工确认/任务验证/淘汰机制。
元技能(Meta-Skill)。为其他 skill 提供交互式定向进化与吞噬融合能力,配备三层回滚防护。 触发场景:(1) 用户说"进化/迭代/改进 [skill名]";(2) 用户说"吞噬/吸收 [skill名] 的能力"; (3) 用户说"skill进化/吞噬"等。两条平行路径:A.定向进化(按工具类型选方向...