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50041
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Install in OpenClaw
/install xiucheng-self-improving-agent
Description
Self-improving agent system that analyzes conversation quality, identifies improvement opportunities, and continuously optimizes response strategies.
Usage Guidance
Before installing, treat this as a local persistence tool: do not log secrets, private customer data, credentials, or sensitive prompts as improvement insights, and verify where your OpenClaw workspace stores improvement_log.md. The skill appears appropriate for voluntary quality tracking, but its automatic-analysis wording should be clarified by the publisher.
Capability Assessment
Credentials
Local file read/write behavior is purpose-aligned, but the documentation lists relative defaults while the code defaults to /root/.openclaw/workspace for improvement_log.md and SOUL.md, which users should understand before use.
Install Mechanism
Installation is a standard clawhub install command, and the package contains only SKILL.md, skill.yaml, and one Python script; no remote payload retrieval, dependency installation, service registration, or tool wrapping was found.
Instruction Scope
The documentation says conversations are automatically analyzed after each session and auto_analyze defaults to true, but it does not define exact trigger conditions or privacy boundaries. The shipped code does not implement an automatic hook or persist raw conversations.
Persistence & Privilege
The skill can persist improvement insights to improvement_log.md and later read them for reports and suggestions; this is disclosed as a learning log but could retain sensitive user-provided notes if used carelessly.
Purpose & Capability
The artifacts consistently describe conversation analysis, improvement tracking, reports, and suggested SOUL.md updates; the implementation only performs heuristic analysis, appends user-provided insights to a local improvement log, reads that log for reports, and checks for SOUL.md existence.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install xiucheng-self-improving-agent - After installation, invoke the skill by name or use
/xiucheng-self-improving-agent - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Self-Improving Agent skill v1.0.0 initial release
- Introduces a self-improving agent system that analyzes conversation quality and optimizes response strategies.
- Automatically evaluates conversation effectiveness and identifies improvement opportunities.
- Features a learning log for recording insights and lessons learned.
- Generates weekly improvement reports.
- Provides flexible configuration and easy integration with memory management and personality modules.
Metadata
Frequently Asked Questions
What is Self Improving Agent?
Self-improving agent system that analyzes conversation quality, identifies improvement opportunities, and continuously optimizes response strategies. It is an AI Agent Skill for Claude Code / OpenClaw, with 50041 downloads so far.
How do I install Self Improving Agent?
Run "/install xiucheng-self-improving-agent" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Self Improving Agent free?
Yes, Self Improving Agent is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Self Improving Agent support?
Self Improving Agent is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Self Improving Agent?
It is built and maintained by xiucheng (@xiucheng); the current version is v1.0.0.
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