claw-self-improving-proSelf-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use befo...
Install via ClawdBot CLI:
clawdbot install williamwang-wh/claw-self-improving-proGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://clawic.com/skills/self-improvingAudited Apr 17, 2026 · audit v1.0
Generated Aug 8, 2026
An AI assistant that learns user preferences and corrections to personalize responses, schedule management, and task execution. It improves over time by remembering user habits and avoiding repeated mistakes.
A customer support chatbot that self-reflects on interactions, learns from corrections, and stores knowledge in a tiered memory. It reduces recurring issues by remembering resolutions and improving response accuracy.
An AI tool that reviews code and learns from developer feedback to align with team coding standards and preferences. It tracks projects and domains to provide more relevant suggestions over time.
An AI tutor that adapts to a student's learning style and progress by self-reflecting on teaching effectiveness. It maintains a memory of topics and preferences to tailor explanations and exercises.
Offer basic memory capabilities for free, with advanced features like unlimited storage, integrations, and analytics available via subscription.
Provide the self-improving memory engine as an API for other businesses to integrate into their products, charging per API call or usage.
Partner with companies to deploy a customized version of the skill with their branding and specific configurations, charging an implementation fee plus ongoing maintenance.
💬 Integration Tip
Start by integrating the skill into an existing product to handle user corrections and preferences, and gradually expose memory management features to users for transparency and trust.
Scored Aug 8, 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...