skill-self-improving-agentCaptures 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 vincntk/skill-self-improving-agentGrade 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 16, 2026 · audit v1.0
Generated May 9, 2026
A SaaS company's backend team can use this skill to log every unexpected API or database error into `.learnings/ERRORS.md`. Over time, the agent learns from recurring failures and suggests code fixes, reducing incident response time.
A customer support team using a custom CRM can record user corrections and common misunderstandings in `.learnings/LEARNINGS.md`. The agent then updates the bot's responses and knowledge base, enhancing first-contact resolution.
A product team can log user-requested capabilities into `.learnings/FEATURE_REQUESTS.md` directly from conversations. The agent prioritizes and categorizes them, providing structured input for roadmap planning.
A legal research assistant uses this skill to log outdated statutes or case law discovered during queries. The agent flags gaps and suggests updates, ensuring the assistant always provides current information.
Offer the skill as a paid add-on for existing AI agent subscriptions. Provide monthly analytics on learning logs and proactive improvement suggestions, generating recurring revenue.
License the skill to enterprise clients who integrate it with their internal AI agents. Charge an upfront setup fee plus annual maintenance for updates and priority support.
Provide consulting to tailor the skill for specific industries (e.g., healthcare, finance). Bill hourly or per project for customization, training, and deployment.
💬 Integration Tip
Start by simply creating the `.learnings/` folder and logging one error or correction. Review the logs weekly to manually promote entries to your workspace files, then gradually automate with OpenClaw hooks.
Scored May 9, 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...
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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...