self-improving-agent-3Captures 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 buradly/self-improving-agent-3Grade 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 20, 2026
A development team uses the skill to log coding errors and user corrections during agile sprints, enabling continuous improvement of their codebase and documentation. This helps in identifying recurring bugs and knowledge gaps among team members.
An AI-powered customer support agent employs the skill to capture user feedback and failed interactions, logging corrections to improve response accuracy and handle feature requests more effectively over time.
An online tutoring platform integrates the skill to track student corrections and outdated knowledge in AI tutors, promoting best practices and updating educational content based on learner feedback.
A healthcare analytics team uses the skill to log errors from external API failures and outdated data models, ensuring compliance and improving the reliability of patient data insights and reporting tools.
An e-commerce platform applies the skill to record user corrections and missing feature requests for its AI recommendation system, enhancing personalization and optimizing recurring sales patterns.
Offer the skill as part of a subscription-based AI agent platform, charging monthly fees for access to advanced logging, promotion features, and integration with tools like OpenClaw for continuous improvement.
Provide consulting services to help organizations implement and customize the skill, including setup, training, and ongoing support for optimizing their AI workflows and error management processes.
Release a free version with basic logging capabilities and charge for premium features such as automated promotion to workspace files, inter-session communication tools, and advanced analytics on learnings.
💬 Integration Tip
Start by setting up the .learnings directory and basic log files in your project, then integrate with existing agent files like CLAUDE.md for reminders, and consider using OpenClaw for automated workspace injection.
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...