Workspace/Scope review
Browser-local workspace
A LITTLE CLARITY GOES A LONG WAY

Your work.
Clearly scoped.

Turn “one small thing” into a clear conversation.

SAMPLE PROJECTA fictional studio website, ready to explore.
PROJECTNorthstar Studio website5 agreed scope items
INCOMING REQUESTS04 to reviewEvery detail deserves a check
YOUR CHANGE ESTIMATE$0.00Add your hours after review
A second pair of eyes. Right here on your device.

Compare requests with your agreed scope using a small, open-weight AI model.

Ready to put it into words?

Bring your decisions, evidence, and estimates into one clear brief.

YOUR PROJECT DESK

Edit the starting point

Changing scope or requests clears previous analysis, decisions, and estimates so nothing stale carries over. This tab holds your work; refresh or close it to clear it.
PRIVATE BY DESIGN

Meet your local second opinion

✳

ScopeCheck downloads an open-weight model to this browser, then compares your text on your device.
BUILT TO BE OPEN

Small model. Honest boundaries.

ScopeCheck runs NLI DeBERTa v3 xsmall locally using Xenova’s quantized ONNX weights and Transformers.js 3.8.1 in a Web Worker (WASM).

The model measures textual entailment, contradiction, and neutrality for every scope/request pair. Its scores are not calibrated probabilities of contractual coverage.

No analytics, accounts, document storage, or inference API. Project data is memory-only. The base model and this source project are Apache-2.0 licensed; the ONNX conversion is attributed separately.

Your work stays here

ScopeCheck holds project text in this browser tab’s memory. It does not save documents to localStorage, send them to an AI service, or run analytics.

The app is delivered by its host. After you choose “Download & analyze”, jsDelivr and Hugging Face supply model/runtime files and receive normal asset-request metadata. The browser may cache these assets. Only the model files are cached, not your project.

Copy and download are actions you choose. A downloaded brief is a local file that you control. Refreshing or closing this tab loses unsaved work, so export a brief first if you need it.

Browser extensions, shared devices, and the site’s hosting/access controls are outside this app’s privacy boundary. Hosting and access settings are separate from the application. ScopeCheck itself needs no account or API key.