Skills self-optimizer

Name: self-optimizer
Author: openclaw

Analyzes OpenClaw logs, chat history, and the .openclaw installation to propose self-improvement and optimization suggestions. Use when optimizing or auditing OpenClaw setup.

install

source · Clone the upstream repo

git clone https://github.com/openclaw/skills

Claude Code · Install into ~/.claude/skills/

T=$(mktemp -d) && git clone --depth=1 https://github.com/openclaw/skills "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/austindixson/self-optimizer" ~/.claude/skills/openclaw-skills-self-optimizer && rm -rf "$T"

OpenClaw · Install into ~/.openclaw/skills/

T=$(mktemp -d) && git clone --depth=1 https://github.com/openclaw/skills "$T" && mkdir -p ~/.openclaw/skills && cp -r "$T/skills/austindixson/self-optimizer" ~/.openclaw/skills/openclaw-skills-self-optimizer && rm -rf "$T"

manifest: skills/austindixson/self-optimizer/SKILL.md

Self Optimizer

Analyzes OpenClaw logs, chat history, and the .openclaw local root installation folder to propose self-improvement and optimization suggestions.

Commands

```
self_optimizer.py analyze [--json]
```
- Runs the analysis and suggests improvements.

Features

Log Analysis: Scans
```
gateway.log
```
and
```
openclaw.log
```
for errors, restarts, and performance metrics.
Chat History Analysis (Planned): Identifies recurring issues, common requests, or areas of confusion from chat transcripts.
Root Folder Scan (Planned): Examines
```
openclaw.json
```
, skill configurations, and
```
MEMORY.md
```
for optimization opportunities.
Recommendations: Provides actionable suggestions for performance, stability, and new skill development.