Haan, **main browser mein website kholkar buttons click, tex...

Prompt

Haan, **main browser mein website kholkar buttons click, text type aur testing kar sakta hoon**. Lekin tumhare personal browser ya logged-in accounts ka automatic access nahi hota; login/CAPTCHA mein kabhi tumhari help lag sakti hai. Tumhare ShadowTwin idea par maine abhi **2 existing tools ko click karke fake log se test kiya**: 1. **ToolNova** [4](https://www.toolnova.org/ai-tools/ai-prompt-anonymizer): Email aur IP ko placeholders se hide kiya; fake AI reply se unhe wapas restore bhi kiya. Lekin default setting mein naam visible raha, kyunki name detection off thi. 2. **Prompt Anonymizer** [2](https://github.com/akazah/prompt-anonymizer): Names & places detection off rakhkar test kiya. Email mask aur restore hua, lekin sample IP visible raha. **Important:** Ye sirf ek fake sample ka test tha, security audit nahi. Maine real AI ko message nahi bheja aur Presidio/LLM Guard ko abhi directly test nahi kiya. Tumhare AI ki analysis preliminary thi; live research se pata chala ki **ShadowTwin ka basic mask → AI → restore workflow pehle se exist karta hai**. [pii-airlock](https://github.com/matinfo/pii-airlock) bhi apni documentation mein aisa workflow batata hai, though maine use run nahi kiya. [1](https://github.com/matinfo/pii-airlock) Agar chaho, main ab **5–6 tools ko fake Indian examples ke saath compare** karke nikalun ki ShadowTwin ko genuinely alag aur useful kaise banaya ja sakta hai.