Build exactly what I cover in my videos - Austin
Step-by-step build: Build A Self-Improving System with Claude
Set up your system to get better automatically, without you maintaining and improving it yourself. Free guided tutorial directly inside your Claude Code session with the BuildPartner.ai plugin. From my video to your project.
5 free credits (no credit card needed). Then $49.99/mo for unlimited.
$ curl buildpartner.ai/install.sh | bash
✓ Plugin installed
BuildPartner.ai is ready.
> /buildpartner:build self-improving-system
Build A Self-Improving System with Claude
✓ Turn your Claude Code sessions into summaries automatically
2 · Connect one place you already create data
3 · Add outside sources worth learning from
Tuned to your project. One step at a time.
The build you came for
What you'll build
Pipeline · 10 min
Turn your Claude Code sessions into summaries automatically
Pipeline · 15 min
Connect one place you already create data
Pipeline · 10 min
Add outside sources worth learning from
Orchestrate · 5 min
Run all three pipelines with one command
Improve · 15 min
Auto-apply small fixes, sign off on big ones
Ship · 5 min
Run it on a schedule you can stop anytime
What you walk away with
- Three data-collection skills you ran by hand and watched produce real output
- One skill that runs all three collectors with a single command
- An improve-system skill that sorts every proposed change into apply, sign off, or ask
- A change-log.md recording every change the system made on its own
- A dated review file with checkboxes waiting for your approval
- Two routines on a schedule, a human review pass, and a one-line way to stop it all
Sign up to walk each step with the full prompts, filled from your real project.
And here's the bigger picture
Everything BuildPartner.ai gives you
How BuildPartner.ai helps you build faster
How it works
From signup to your first guided build in under 2 minutes.

Created by Austin Marchese
Builder, operator, Claude Code expert