SCBE demo lane Small Business Helper
Governed ops shell

Small Business Helper for the public web.

This is the browser version of the helper lane already running in the Kindle app. It keeps local session memory, lets you fan one prompt across multiple models, and exports thread bundles, SFT rows, and feedback rows so stronger-model conversations can become training material for your smaller SCBE assistant.

Public-safe rule

GitHub Pages cannot hide secrets. Use a server-side proxy if you want a true public deployment, or bring your own Hugging Face token in Settings for private testing.

What this is not

This page is the governed chat shell and export loop. It is not the full paid integration stack for accounting systems, CRM write paths, or compliance automation.

Workflow

Use the helper, then keep the training loop.

The value here is not generic chat. It is that the same governed conversation can become a portable bundle for later ingestion into the SCBE training pipeline.

1. Run one ops thread

Keep the conversation concrete: one customer issue, one bookkeeping lane, one inventory problem, or one compliance review pass.

2. Compare against stronger models

Use the compare-model field in Settings to capture better replies from larger systems in the exact same thread instead of starting over elsewhere.

3. Export the right artifact

Export thread preserves provenance, Export SFT gives quick training rows, and Export feedback records what helped versus what needs work.

Live helper

Static page, governed helper shell.

The shell below is the same reusable chat engine used in the Kindle app lane. On this public page it starts in safe mode: no hidden token, no hidden proxy, and no claims that a backend already exists.

If you run this through a real server-side proxy later, keep the Hugging Face token off the page and store only the proxy endpoint in browser settings.