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keep-learning-agent

持续学习 Agent - 知识沉淀和经验固化框架。支持学习记录、快速索引、自我修复、经验→模型转化。包含完整模板、索引系统、SOP 流程。让 AI Agent 持续进化，每天进步一点点。

skill-install — Terminal

Install via CLI (Recommended)

clawhub install openclaw/skills/skills/chow651/keep-learning-agent

Download Source Code (.zip)

What This Skill Does

The keep-learning-agent is a sophisticated framework designed to transform your AI agent from a static assistant into a continuously evolving intelligence. It implements a structured knowledge-capture system that ensures every insight, bug fix, or process improvement learned during your sessions is codified, indexed, and made reusable. By utilizing a standardized template system and a dedicated repository structure, the agent facilitates the conversion of ad-hoc experiences into robust, reusable mental models and code snippets. This ensures that no lesson is lost, and your agent improves systematically over time.

Installation

To install this skill, run the following command in your terminal: clawhub install openclaw/skills/skills/chow651/keep-learning-agent Ensure your local directory has the required permissions for file creation, as the agent will generate folders like .learnings/ and archive/ to store your institutional memory.

Use Cases

Engineering Knowledge Management: Document recurring technical debt or unique API patterns so the agent never repeats common mistakes.
SOP Optimization: Track the efficiency of your internal processes and evolve them through iterative documentation and implementation.
Self-Repairing Systems: Utilize the included PowerShell scripts to ensure your agent environment remains clean and consistent across sessions.
Experience Codification: When a repetitive task is mastered, promote it to a reusable module or SOP to automate the workflow for future sessions.

Example Prompts

"Record this debugging session as a new learning under the 'technical_solution' category; analyze why this error occurred and add a note to the INDEX.md file."
"Review the pending items in .learnings/LEARNINGS.md and initiate the self-repair sequence for any issues marked as 'resolved'."
"Summarize all patterns tagged with 'automation' from this week and suggest a new SOP based on these frequent occurrences."

Tips & Limitations

Consistent Logging: The value of this skill depends on your willingness to categorize learnings correctly using the provided template; poor metadata leads to poor recall.
Refactor Regularly: Don't just pile up documents; use the promoted status to move stable solutions into the lib/ directory.
Security Warning: Since this skill performs file writes to your local drive (including self-repair.ps1), ensure that you review the scripts it generates before executing them. Treat the agent's generated code as you would any third-party script.

Read Full Documentation on GitHub

Metadata

Author@chow651

Stars3683

Updated2026-04-01

View Author Profile

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Add to Configuration

Paste this into your clawhub.json to enable this plugin.

{
  "plugins": {
    "official-chow651-keep-learning-agent": {
      "enabled": true,
      "auto_update": true
    }
  }
}

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