← HifzaraBeta / Limited text screening

Agent boundary lab

Spot instruction patterns. Consider the boundary.

Screen a document or public webpage for five text patterns that may try to redirect an AI. Explore suggested controls with illustrative results; this lab does not run an AI agent or test your system’s behaviour.

2 free screeningsDocument text read in your browserNo AI model or live tools
Free text screeningChoose the situation that describes you
2of 2 free screenings remaining
01 / Your situationNo technical knowledge needed
02 / Two source screeningsVerified work email

Firebase handles sign-in and stores account details, optional contact permission and check usage. Privacy and data handling.

03 / What are we checking?Use a harmless example
04 / What may the AI do?Context for review

Document and sample text are screened in your browser. This lab uses text rules and illustrative guidance. It does not test an AI system or scan for malware.

05 / Illustrative sequenceReady
SourceNo file selectedOnly read information
1
Choose an exampleUse a harmless document, public link or built-in sample
Next
2
Apply input limitsSupported file types and public URL restrictions limit the input
Next
3
Extract available textFiles are read in-browser; public URLs are retrieved through Cloudflare
Next
4
Look for known patternsFive text rules flag possible instruction attempts
Next
5
Consider a controlReview guidance is illustrative; no AI or tool action is executed
Next

Turn a text match into a review question.See matched wording and suggested controls. Planning mode shows general guidance based on your selections.

What this beta does and does not do
01

Bounded screening

Five rules check up to 250,000 characters of extracted text. PDFs are limited to 40 pages; image-only text is not read.

02

Illustrative guidance

Suggested actions and controls are examples. No AI model, production system or live tool is tested. A clean result does not establish safety.

03

Know the data path

Files are read in your browser. URL retrieval uses Cloudflare; accounts use Firebase. See privacy and data handling before submitting.