AUTOMATION
Custom Agent Personality via SOUL.md
Build a personalized AI agent that sounds exactly like you
Updated: 2/23/2026
Difficulty
easy
Time
1 hour setup
Use Case
agent-customization
Popularity
0 views
About this automation
Using the soul.md framework by @aaronjmars, extract your writing style from Twitter/Substack/emails and build a SOUL.md that makes your agent sound authentically like you. Popular with creators and founders.
How to implement
1
Export your Twitter archive (Settings → Your Account → Download Archive)
2
Clone soul.md repo: `git clone github.com/aaronjmars/soul.md`
3
Drop your data in `/data/x/` folder (tweets CSV)
4
Run BUILD.md instructions: agent analyzes your writing and builds a SOUL.md
5
Copy resulting SOUL.md to your OpenClaw workspace
6
Test: ask your agent to draft a message and compare to your natural style