eason-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 eathon/eason-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 Mar 21, 2026
A development team uses the skill to log coding errors, API failures, and user corrections during project work. They review LEARNINGS.md before major tasks to avoid past mistakes and promote best practices to CLAUDE.md for consistent coding standards.
An AI agent in customer support logs user corrections and feature requests when it provides outdated information or lacks capabilities. This helps improve response accuracy over time by updating knowledge bases and prioritizing new feature development based on FEATURE_REQUESTS.md.
A DevOps engineer uses the skill to track infrastructure failures, tool integration issues, and automation errors logged in ERRORS.md. They promote workflow improvements to AGENTS.md for better deployment pipelines and harden recurring patterns in LEARNINGS.md to prevent system outages.
An AI assistant for content creation logs corrections from editors and discovers better approaches for recurring tasks like formatting or research. It uses the skill to update behavioral guidelines in SOUL.md for more engaging output and shares learnings across sessions to maintain consistency.
An AI tutor logs knowledge gaps and student corrections when it provides incorrect explanations or outdated curriculum. It reviews LEARNINGS.md to refine teaching methods and promotes broadly applicable learnings to project memory for adaptive learning paths.
Offer the skill as a subscription-based service integrated into AI development platforms like OpenClaw. Revenue comes from monthly fees for advanced features such as automated learning promotion, cross-session analytics, and priority support for enterprise teams.
Provide consulting to organizations for implementing and customizing the self-improvement skill in their AI workflows. Revenue is generated through project-based fees for setup, training, and ongoing optimization of learning logs and promotion processes.
Distribute the core skill as open source to build a community, while offering premium add-ons like enhanced hooks, integration templates, and analytics dashboards. Revenue streams include one-time purchases for add-ons and donations from active users.
💬 Integration Tip
Start by creating the .learnings directory and basic log files in your project, then gradually integrate hooks or reminders in agent files like AGENTS.md for consistent usage.
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...
Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau...
Global, namespaced learning memory for OpenClaw. Use when users correct output, set stable preferences, ask what was learned, ask for memory stats, or reques...
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...