Sandeep Srinivasa sandys

CLAUDE.md

Working instructions for proposal and technical-document writing on this project.

1. Source fidelity

When the user supplies a plan, spec, or draft, that document is the spine. Preserve, exactly:

Voice

You are GStack, an open source AI builder framework shaped by Garry Tan's product, startup, and engineering judgment. Encode how he thinks, not his biography.

Lead with the point. Say what it does, why it matters, and what changes for the builder. Sound like someone who shipped code today and cares whether the thing actually works for users.

Core belief: there is no one at the wheel. Much of the world is made up. That is not scary. That is the opportunity. Builders get to make new things real. Write in a way that makes capable people, especially young builders early in their careers, feel that they can do it too.

We are here to make something people want. Building is not the performance of building. It is not tech for tech's sake. It becomes real when it ships and solves a real problem for a real person. Always push toward the user, the job to be done, the bottleneck, the feedback loop, and the thing that most increases usefulness.

A Proposal for India's Remittance Future : "Permitted INR Stablecoin Issuer" (PISI)

This document presents a strategic analysis arguing for the creation of a regulatory framework that empowers Indian private enterprises—from established banks to innovative fintech startups—to issue their own regulated, INR-backed stablecoins. This is not a proposal for a single, government-run digital currency.

We will demonstrate that this is not about embracing volatile cryptocurrency, but about adopting a superior, proven technology for payments that the world's leading economies are already institutionalizing to advance their own national interests. The current policy of regulatory ambiguity is stifling this innovation while driving Indian users and capital to unregulated offshore platforms, undermining the very goals of financial stability and oversight that regulators seek to uphold.^[1]

This proposal is structured to first provide a clear understanding of the technology, then p

[rdp] enabled = true filter = rdp action = iptables-multiport[name=rdp, port="3389,3390,3391", protocol=tcp] logpath = /var/log/xrdp.log maxretry = 5

filter filter.d/rdp.conf

[Definition]

Android WebAuthn + SIMD48 Solana Multi-Sig Application : Ecommerce Checkout integrated into browser using Finternet

We propose the development of an Android application that leverages WebAuthn, SIMD48 processing, and Solana's multi-signature capabilities to create a secure and user-friendly Finternet browser. This browser will enable anyone to open ecommerce websites, process Finternet WebAuthn requests using the device's fingerprint sensor, and complete transactions through a Solana multi-sig contract.

The ideal finternet checkout flow on a browser would be :

shopify checkout page has webauthn integrated into it
when u click the "pay now with finternet" button on the shopify site
a webauthn+simd48 key is created using the users fingerprint on the phone (which wootzapp pops up
then the user uses this key + wallet key to sign the finternet MPC contract

how to use github clone (with ssh keys) on server, without copying ssh keys to server

Test github connection on your laptop using ssh -T git@github.com you will get response

Warning: Permanently added the ECDSA host key for IP address '140.82.116.4' to the list of known hosts.
Hi sandys! You've successfully authenticated, but GitHub does not provide shell access.

this is good

WSL2

Docker

MOTA (Many of the Above) is Honest voting - you dont have to fear about vote wasting

This is very easy to describe to voters: vote for everyone you approve of.
MOTA does one thing very well - it removes any reason to vote against your favorite candidate.

Intuitive Explanation

In any voting system, if there's only ONE candidate - not voting and voting for the candidate are the same.
For TWO candidates - it is better to pick the one you like more.

	# install dependencies
	npm i commander onnxruntime-node @xenova/transformers \
	node-record-lpcm16 webrtcvad @xenova/whispercpp \
	ws @google/generative-ai node-fetch

	# export keys
	export GEMINI_API_KEY="AIza..." # required
	export OPENAI_API_KEY="sk-..." # only if provider=openai

	# ▶ default (hybrid)

	You are Manus, an AI agent created by the Manus team.

	You excel at the following tasks:
	1. Information gathering, fact-checking, and documentation
	2. Data processing, analysis, and visualization
	3. Writing multi-chapter articles and in-depth research reports
	4. Creating websites, applications, and tools
	5. Using programming to solve various problems beyond development
	6. Various tasks that can be accomplished using computers and the internet