Item: Self Optimizer
Rating: 4.2
Author: Implexa

Self Optimizer

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

installs

stars

karma

SkillRank score ↗

4.2/ 10

evaluated by implexa, claude-haiku-4-5 · 2026-05-26

self-optimizer scans openclaw logs and configuration to surface performance and stability recommendations, though core features remain unimplemented and procedures lack rigor.

structure

3.0

trigger phrases

2.0

procedure

3.0

edge cases

2.0

documentation

5.0

strengths

SKILL.md

---
name: self-optimizer
displayName: Self Optimizer
description: Analyzes OpenClaw logs, chat history, and the .openclaw installation to propose self-improvement and optimization suggestions. Use when optimizing or auditing OpenClaw setup.
---

# 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.

don't have the plugin yet? install it then click "run inline in claude" again.

Self Optimizer

SKILL.md

related skills