self-optimizer

OpenClaw skill: automated self-improvement analysis and optimization proposals.

Analyzes OpenClaw logs, chat history, and the local installation directory to detect issues and propose improvements.

Features

• Log Analysis: Scans gateway and openclaw logs for errors, restarts, API key issues, and node unavailability
• Chat History Analysis: Identifies recurring user complaints, confusion, performance concerns, and delegation failures
• Root Folder Scan: Checks config validity, skill metadata, MEMORY.md size, and log directory growth
• Improvement Proposals: Generates actionable suggestions based on all findings

Install

clawhub install self-optimizer
# or:
git clone https://github.com/RuneweaverStudios/self-optimizer.git
cp -r self-optimizer ~/.openclaw/workspace/skills/

Quick start

# Run analysis with human-readable output
python3 scripts/self_optimizer.py analyze

# Run analysis with JSON output
python3 scripts/self_optimizer.py analyze --json

# Include chat history analysis
python3 scripts/self_optimizer.py analyze --chat-history-file /path/to/chat_history.json

Requirements

• Python 3.7+
• No external dependencies (stdlib only)

License

MIT