# SystemSculpt

An AI workspace inside Obsidian, close to the notes and files you already use.

Author: Michael Stolarz
Published: 2026-09-06
Updated: 2026-09-06
Canonical: https://michaelstolarz.com/projects/systemsculpt/
Project status: Ongoing

I built SystemSculpt to bring AI into the place where the work already lives.
It runs inside Obsidian, alongside your notes.

## Work beside the source

Bring notes, documents, and images into a conversation. Search the vault by
meaning as well as words. Turn a recording into a transcript you can keep
with the rest of a project.

The useful part is the connection between these things: finding the relevant
note, using it as context, and saving the result back into the vault.

## From a conversation to a change

The agent can work with files in the vault. In Ask Approval mode, it pauses
before changing them so you can review the proposed action. Full Access is
available for runs where you choose to skip those pauses.

Chats can be saved as Markdown. The result remains a file you can read and
work with in Obsidian.

## Take a look

- [See SystemSculpt](https://systemsculpt.com/)
- [Browse the plugin and its documentation](https://github.com/SystemSculpt/obsidian-systemsculpt-ai)
- [Find it in Obsidian](https://obsidian.md/plugins?id=systemsculpt-ai)
- [Watch the videos](https://www.youtube.com/@systemsculpt)

## Related

- [Coding agents on Blaxel](/projects/agents-on-blaxel/) — Getting an agent into a sandbox is the start. Keeping the whole workflow useful is the interesting part.