---
title: BriefLoop Demo
emoji: 🧾
colorFrom: blue
colorTo: gray
sdk: gradio
sdk_version: 5.49.1
app_file: app.py
pinned: false
license: mit
---

# BriefLoop Demo

This Space is a small public-facing demonstration surface for BriefLoop.

It shows the product shape of a BriefLoop run:

- source-backed claims
- claim ledger
- quality gates
- audit trail
- final reader-facing brief

This demo is intentionally bounded. It does not run the full BriefLoop runtime,
does not prove semantic truth, and does not claim output-quality improvement.

Main project:

- Website: https://briefloop.ai
- GitHub: https://github.com/Stahl-G/briefloop
- PyPI: https://pypi.org/project/briefloop/