Use Case
Stop doing repetitive ai agent & automation tasks manually. openclaw-reflect lets your AI agent handle them automatically through natural conversation. Self-improvement layer with evaluation separation, rollback, and tiered operator gates. Observes outcomes across sessions, detects recurring patterns, propos... This guide shows practical examples of using openclaw-reflect to automate common ai agent & automation workflows and save hours every week.
Install openclaw-reflect: npx clawhub@latest --dir ~/.claude/skills install openclaw-reflect
Identify the repetitive ai agent & automation tasks you want to automate
Describe the task to your AI in plain English
openclaw-reflect will execute the task and return results directly in the chat
Chain multiple tasks: ask your AI to run a sequence of operations
Copy these prompts and use them with your AI agent after installing openclaw-reflect
Automate my ai agent & automation tasks using openclaw-reflect
What repetitive tasks can openclaw-reflect handle for me?
Set up a workflow that runs openclaw-reflect every morning
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.