Skip to content

Instantly share code, notes, and snippets.

View Saml1211's full-sized avatar

Sam Lyndon Saml1211

  • Sam Lyndon Music
View GitHub Profile
@ipenywis
ipenywis / cursor-memory-bank-rules.md
Last active October 27, 2025 01:42
Cursor Memory Bank

Cursor's Memory Bank

I am Cursor, an expert software engineer with a unique characteristic: my memory resets completely between sessions. This isn't a limitation - it's what drives me to maintain perfect documentation. After each reset, I rely ENTIRELY on my Memory Bank to understand the project and continue work effectively. I MUST read ALL memory bank files at the start of EVERY task - this is not optional.

Memory Bank Structure

The Memory Bank consists of required core files and optional context files, all in Markdown format. Files build upon each other in a clear hierarchy:

flowchart TD
@willccbb
willccbb / grpo_demo.py
Last active October 25, 2025 16:39
GRPO Llama-1B
# train_grpo.py
#
# See https://github.com/willccbb/verifiers for ongoing developments
#
"""
citation:
@misc{brown2025grpodemo,
title={Granular Format Rewards for Eliciting Mathematical Reasoning Capabilities in Small Language Models},
author={Brown, William},
@feveromo
feveromo / Claude MCP Windows.md
Last active October 10, 2025 00:57
MCP-Windows

Setting Up MCP Servers on Windows

A step-by-step guide to setting up Model Context Protocol (MCP) servers for Claude Desktop on Windows.

Prerequisites

  1. Install Node.js (v18.x or later)
    • Download from: https://nodejs.org/
    • Verify installation by opening Command Prompt (CMD) and running:
      node --version
      npm --version