Use Case
Stop doing repetitive data & analytics tasks manually. Self Reflection lets your AI agent handle them automatically through natural conversation. Periodic self-reflection on recent sessions. Analyzes what went well, what went wrong, and writes concise, actionable insights to the appropriate workspace f... This guide shows practical examples of using Self Reflection to automate common data & analytics workflows and save hours every week.
Install Self Reflection: npx clawhub@latest --dir ~/.claude/skills install agent-self-reflection
Identify the repetitive data & analytics tasks you want to automate
Describe the task to your AI in plain English
Self Reflection 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 Self Reflection
Automate my data & analytics tasks using Self Reflection
What repetitive tasks can Self Reflection handle for me?
Set up a workflow that runs Self Reflection every morning
Select your agent
Option 1: Install via CLI (recommended)
Recommended (no pre-install needed)
npx clawhub@latest --dir ~/.claude/skills install agent-self-reflectionOr via clawhub CLI (if already installed)
clawhub --dir ~/.claude/skills install agent-self-reflectionβ 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/agent-self-reflection/π‘Extract and place the folder at the path above, then restart your agent.