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@OmerFarukOruc
OmerFarukOruc / claude.md
Last active March 14, 2026 14:42
AI Agent Workflow Orchestration Guidelines

AI Coding Agent Guidelines (claude.md)

These rules define how an AI coding agent should plan, execute, verify, communicate, and recover when working in a real codebase. Optimize for correctness, minimalism, and developer experience.

Operating Principles (Non-Negotiable)

  • Correctness over cleverness: Prefer boring, readable solutions that are easy to maintain.
  • Smallest change that works: Minimize blast radius; don't refactor adjacent code unless it meaningfully reduces risk or complexity.
@burkeholland
burkeholland / prd.md
Created April 10, 2025 19:50
TheUrlist PRD

Project Requirements Document: The Urlist Website

The following table outlines the detailed functional requirements of The Urlist website.

Requirement ID Description User Story Expected Behavior/Outcome
FR001 Creating a New URL List As a user, I want to be able to start a new, empty list so I can begin adding URLs. The system should provide a clear way for the user to initiate the creation of a new list, potentially presenting an empty list view or an "add new list" button.
FR002 A
@gilrosenthal
gilrosenthal / Fast.ai install script
Created July 4, 2018 20:14
Fast.ai Install on Google Colab
!pip install fastai
!apt-get -qq install -y libsm6 libxext6 && pip install -q -U opencv-python
import cv2
from os import path
from wheel.pep425tags import get_abbr_impl, get_impl_ver, get_abi_tag
platform = '{}{}-{}'.format(get_abbr_impl(), get_impl_ver(), get_abi_tag())
accelerator = 'cu80' if path.exists('/opt/bin/nvidia-smi') else 'cpu'
!pip install -q http://download.pytorch.org/whl/{accelerator}/torch-0.3.0.post4-{platform}-linux_x86_64.whl torchvision
@schmich
schmich / ducky.md
Last active January 18, 2026 08:51
Programming media keys on the Ducky One 2 Skyline

Programming Media Keys on the Ducky One 2 Skyline

To use media keys on the Ducky One 2 Skyline, you must record a macro to bind the media function to a hotkey combination, i.e. Fn plus some key.

Example

Important: In the instructions below, "Press X+Y+Z" means press and hold key X, press and hold key Y, press and hold key Z in that order, and then release all three.

As an example, to bind Fn+PgUp to the play/pause media function:

@karpathy
karpathy / pg-pong.py
Created May 30, 2016 22:50
Training a Neural Network ATARI Pong agent with Policy Gradients from raw pixels
""" Trains an agent with (stochastic) Policy Gradients on Pong. Uses OpenAI Gym. """
import numpy as np
import cPickle as pickle
import gym
# hyperparameters
H = 200 # number of hidden layer neurons
batch_size = 10 # every how many episodes to do a param update?
learning_rate = 1e-4
gamma = 0.99 # discount factor for reward
@robdodson
robdodson / chart-pie.html
Created July 31, 2014 15:33
chart-pie
<polymer-element name="chart-pie" attributes="values colors width height">
<template>
<style>
:host {
display: inline-block;
}
</style>
<canvas id="canvas" width="{{width}}" height="{{height}}"></canvas>
</template>
<script>
@Danik
Danik / capslock_remap_alt.ahk
Last active April 11, 2025 11:13
Autohotkey Capslock Remapping Script. Makes Capslock function as a modifier key to get cursor keys etc. on the left side of the keyboard, so you never have to move your hand to the right.
; Autohotkey Capslock Remapping Script
; Danik
; More info at http://danikgames.com/blog/?p=714
; danikgames.com
;
; Functionality:
; - Deactivates capslock for normal (accidental) use.
; - Hold Capslock and drag anywhere in a window to move it (not just the title bar).
; - Access the following functions when pressing Capslock:
; Cursor keys - J, K, L, I