self-improvement-tianjinCaptures 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 tianjin-ren/self-improvement-tianjinGrade 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 this skill to log coding errors, API failures, and user corrections during agile sprints. It helps track recurring bugs and knowledge gaps, enabling continuous improvement in code quality and team efficiency.
An AI-powered customer support agent employs this skill to record user corrections and feature requests. It logs outdated knowledge and tool failures, allowing for updates to response accuracy and service capabilities over time.
Data scientists use this skill to document errors in data pipelines, model inaccuracies, and better analytical approaches. It facilitates knowledge sharing and promotes best practices in data handling and analysis workflows.
DevOps engineers apply this skill to log infrastructure failures, deployment errors, and integration issues. It aids in hardening systems by tracking patterns and promoting solutions across team workflows.
An AI tutoring system uses this skill to capture student corrections and knowledge gaps in subject matter. It enables refinement of teaching methods and content accuracy for personalized learning experiences.
Offer this skill as part of a subscription-based AI agent platform, providing continuous updates and support. Revenue comes from monthly or annual fees charged to businesses for improved agent performance and analytics.
Provide consulting services to help organizations integrate this skill into their existing AI workflows. Revenue is generated through project-based fees for setup, customization, and training.
Release the core skill as open source to build a community, while offering premium features like advanced analytics, automated promotion tools, or enterprise support. Revenue comes from sales of these premium add-ons.
💬 Integration Tip
Start by setting up the .learnings directory and basic log files, then gradually integrate promotion to workspace files like AGENTS.md as learnings accumulate.
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...