Use Case
openclaw-reflect is a powerful AI agent skill that extends your assistant with new capabilities. Self-improvement layer with evaluation separation, rollback, and tiered operator gates. Observes outcomes across sessions, detects recurring patterns, propos... This guide walks you through installing openclaw-reflect, configuring it for your setup, and running your first commands β so you can start getting value in minutes.
Install openclaw-reflect: npx clawhub@latest --dir ~/.claude/skills install openclaw-reflect
Restart your AI client (Claude Code, Cursor, Gemini CLI, or OpenClaw)
Type a natural language request related to ai agent & automation to trigger openclaw-reflect
Review the output and refine your prompt for better results
Combine openclaw-reflect with other skills to build multi-step workflows
Copy these prompts and use them with your AI agent after installing openclaw-reflect
Help me get started with openclaw-reflect
What can openclaw-reflect do for my ai agent & automation workflow?
Show me an example of using openclaw-reflect
Select your agent
Option 1: Install via CLI (recommended)
Recommended (no pre-install needed)
npx clawhub@latest --dir ~/.claude/skills install openclaw-reflectOr via clawhub CLI (if already installed)
clawhub --dir ~/.claude/skills install openclaw-reflectβ οΈ Requires Node.js 18+. No Node? Use Option 2 below to download the ZIP instead. Install Node.js β
Option 2: Manual install (no Node required)
Download the ZIP, extract it, and place the folder at the path below. Restart your agent to activate.
Install path
~/.claude/skills/openclaw-reflect/π‘Extract and place the folder at the path above, then restart your agent.