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Self-Improving + Proactive Agent

Community

Agent learns from mistakes and improves.

Software Engineering#self-improvement#learning#agent#memory#feedback loop#proactive
AuthorL-LesterYu
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill enables an AI agent to continuously learn from its mistakes, user corrections, and self-reflection, leading to ongoing improvement in performance and adherence to user preferences over time.

Core Features & Use Cases

  • Learning from Corrections: Automatically updates its knowledge base when a user corrects its output or points out an error.
  • Self-Reflection: Prompts the agent to evaluate its own work and identify areas for improvement.
  • Preference Management: Stores and applies user preferences and established workflows.
  • Use Case: If an agent repeatedly fails to format a report correctly, this Skill will learn the correct format from user corrections and apply it in the future, preventing future errors.

Quick Start

When you make a mistake, tell me how to fix it so I can learn.

Dependency Matrix

Required Modules

None required

Components

scriptsreferences

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: Self-Improving + Proactive Agent
Download link: https://github.com/L-LesterYu/OpenClaw-hot-skills-zh/archive/main.zip#self-improving-proactive-agent

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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