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43435
Downloads
60
Stars
296
Active Installs
1
Versions
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
Install only if you are comfortable with the skill analyzing conversation content for improvement. Before enabling automatic use, confirm where logs are written, how to disable auto-analysis, how to exclude sensitive sessions, and how to delete stored improvement records.
Capability Assessment
Purpose & Capability
Conversation quality analysis and improvement reporting fit the stated self-improvement purpose; the code only performs local heuristic analysis and improvement-log operations, with no network, subprocess, credential, or exfiltration behavior found.
Instruction Scope
SKILL.md says the skill automatically analyzes conversations after each session, and skill.yaml frames continuous optimization broadly, but the artifacts do not define session boundaries, excluded conversations, user approval requirements, or prohibited uses.
Install Mechanism
The package contains a markdown skill file, a YAML metadata file, and a Python helper script; no install-time execution, obfuscation, dependency installation, or destructive setup behavior was found.
Credentials
Automatic analysis of conversation content is sensitive relative to the vague activation scope, even though the behavior is local and aligned with the skill's purpose.
Persistence & Privilege
The skill documents an improvement log and auto-analysis default, and the Python script can append local insights under the OpenClaw workspace, but retention, deletion, overwrite behavior, and opt-out controls are not clearly described.
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 43435 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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