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Install in OpenClaw
/install handy01-self-improving-agent
Description
Self-improving agent system that analyzes conversation quality, identifies improvement opportunities, and continuously optimizes response strategies.
README (SKILL.md)
Self-Improving Agent
An intelligent self-improvement system for OpenClaw agents that analyzes conversation quality and continuously optimizes performance.
Features
- 📊 Quality Analysis: Evaluates conversation effectiveness
- 🎯 Improvement Tracking: Identifies areas for enhancement
- 📝 Learning Log: Records insights and lessons learned
- 📈 Weekly Reports: Generates improvement summaries
- 🔄 Strategy Optimization: Adapts response patterns over time
Installation
clawhub install self-improving-agent
Usage
Automatic Analysis
The skill automatically analyzes conversations after each session.
Manual Improvement Logging
from self_improving import SelfImprovingAgent
sia = SelfImprovingAgent()
sia.log_improvement("Need to be more concise in technical explanations")
Generate Weekly Report
report = sia.generate_weekly_report()
print(report)
Configuration
| Setting | Default | Description |
|---|---|---|
| improvement_log | ./improvement_log.md | Learning log file |
| soul_file | ./SOUL.md | Personality anchor file |
| auto_analyze | true | Auto-analyze conversations |
Integration
Works best with:
memory-manager: For tracking improvement history- Custom agent personalities (SOUL.md)
License
MIT License - Help agents get better every day!
Usage Guidance
This skill appears coherent and local: before installing, confirm you are comfortable with it creating and appending to files in the agent workspace (default /root/.openclaw/workspace/improvement_log.md and SOUL.md). Note that "automatic analysis" requires the host agent to call analyze_conversation or otherwise integrate the skill — the included code does not autonomously monitor conversation streams. There are no network calls or credential requirements in the code, but if you plan to use it in environments with sensitive conversation data, review or change the workspace path and confirm storage/retention policies meet your privacy requirements.
Capability Analysis
Type: OpenClaw Skill
Name: handy01-self-improving-agent
Version: 1.0.2
The skill bundle provides a straightforward mechanism for an agent to log performance insights and generate improvement reports. The code in self_improving.py performs basic heuristic analysis on conversation text and manages local log files within the expected OpenClaw workspace directory, with no evidence of network activity, data exfiltration, or malicious instructions.
Capability Assessment
Purpose & Capability
Name/description match the included Python implementation: analyzing conversations, logging improvements, suggesting SOUL.md updates, and generating reports. No unrelated credentials, binaries, or installs are requested. Note: SKILL.md states the skill "automatically analyzes conversations after each session" but the Python code provides methods (analyze_conversation) and a CLI — it does not itself hook into a session stream or run a background monitor. Integration is required to achieve automatic analysis.
Instruction Scope
SKILL.md instructions and the code stay within the stated scope: analyzing text, appending to an improvement_log.md, reading/writing SOUL.md, and producing reports. The skill writes to and reads from files under a workspace (default /root/.openclaw/workspace). This file I/O is expected for its purpose but means conversation-derived insights and manual logs will be stored on disk in that workspace.
Install Mechanism
No install spec is provided (instruction-only with an included code file). No external downloads, package installs, or archive extraction occur — lowest install risk.
Credentials
The skill requests no environment variables or credentials. It uses a default workspace path; no access to unrelated secrets or system config is requested.
Persistence & Privilege
always is false and the skill does not request permanent platform-wide privileges. It reads/writes files only within its workspace and does not modify other skills or global agent configuration.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install handy01-self-improving-agent - After installation, invoke the skill by name or use
/handy01-self-improving-agent - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.2
- Internal metadata (_meta.json) updated with no changes to user-facing documentation or features.
- Version number and SKILL.md content remain unchanged.
v1.0.1
Update
Metadata
Frequently Asked Questions
What is Handy01 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 157 downloads so far.
How do I install Handy01 Self Improving Agent?
Run "/install handy01-self-improving-agent" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Handy01 Self Improving Agent free?
Yes, Handy01 Self Improving Agent is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Handy01 Self Improving Agent support?
Handy01 Self Improving Agent is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Handy01 Self Improving Agent?
It is built and maintained by handy01 (@handy01); the current version is v1.0.2.
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