Tri-Signal Perception
DOM extraction (10ms) + screenshot redaction + local re-OCR verification fused into a unified PageSnapshot. Handles complex web UIs with provable, pixel-level safety.
PRY detects, tokenizes, and redacts PII 100% inside your browser. Automated form filling and web tasks with provable, DevTools-verifiable privacy.
git clone https://github.com/shashank-tomar0/pry.gitnpm install && npm run build
DOM extraction (10ms) + screenshot redaction + local re-OCR verification fused into a unified PageSnapshot. Handles complex web UIs with provable, pixel-level safety.
Aadhaar Verhoeff validation, Luhn algorithm for cards, and PAN format series checking. Mathematical validation eliminates false positives.
Redacted screenshot frames are re-scanned with local OCR to assert zero residual PII in pixels before anything is sent to any planner.
A single enforcement point blocks typing into credential fields, rejects PII-shaped values, and requires confirmation for irreversible actions like purchases and deletions.
Egress Guard blocks PRY outbound calls containing PII. MAIN-world tripwire monitors page traffic for complete DevTools auditability.
Sub-100ms offline planning for common form interactions — click by text, fill by label. Multi-provider fallback for Anthropic, OpenAI, OpenRouter, Groq, NVIDIA NIM, and local Ollama.
Evaluated across standard Indian web forms, sensitive government portals, and real-world page workflows. Verified using Chrome DevTools network traffic audits.
git clone https://github.com/shashank-tomar0/pry.git npm install && npm run build