mvance

Agent Guidelines for Python Code Quality

This document provides guidelines for maintaining high-quality Python code. These rules MUST be followed by all AI coding agents and contributors.

Your Core Principles

All code you write MUST be fully optimized.

"Fully optimized" includes:

Make Ubuntu packages 90% faster by rebuilding them

TL;DR

You can take the same source code package that Ubuntu uses to build jq, compile it again, and realize 90% better performance.

Setting

I use jq for processing GeoJSON files and other open data offered in JSON format. Today I am working with a 500MB GeoJSON file that contains the Alameda County Assessor's parcel map. I want to run a query that prints the city for every parcel worth more than a threshold amount. The program is

Reader Mode.js

Add as bookmarklet (see below):

javascript:/* Reader Mode.js /(function(){ const IFWL=['gfycat.com','disqus.com','www.youtube.com',location.host,];const ifbl=new RegExp('derstandard\.at\/AdServer\/');const startupTasks=[disableViewport,];const periodicTasks=[disableStaticFloaters,removeIframes,];function disableStaticFloaters(){for(let e of document.getElementsByTagName('')){if(window.getComputedStyle(e).position.startsWith('fixed')){e.style.setProperty('position','static','important');}}}function removeIframes(){const iframes=getAllIframesRecursively();for(const e of getAllIframesRecursively().reverse()){try{const doRemove=(!e.src)? false : IFWL.indexOf(new URL(e.src).host)==-1 ? true : e.src.match(ifbl)? true : false;if(doRemove&&e.parentElement){e.parentElement.removeChild(e);}}catch(err){reportError(err,['FAILED TO REMOVE IFRAME',e]);}}window.readerModeRemainingIframes=getAllIframesRecursively();}function disableViewport(){const vp=document.querySelector('meta[name=v

Add To Browser

Copy code to clipboard: javascript:document.cookie=prompt('Input "name=value"')
Bookmark this page (Windows ⌃+D, Mac OSX ⌘+D)
Replace URL with code from clipboard

How To Use

Visit the page you wish to add/change a cookie on
Open bookmarklet
Input the cookie name and value, e.g. name=value, cookies=12, txt = some text

Tiny Content Framework

About the project

This is a tiny content strategy framework focused on goals, messages, and branding. This is not a checklist. Use what you need and scrap the rest. Rewrite it or add to it. These topics should help you get to the bottom of things with clients and other people you work with.

Give me feedback on Twitter (@nicoleslaw) or by email (nicole@nicolefenton.com).

	# Project Policy

	This policy provides a single, authoritative, and machine-readable source of truth for AI coding agents and humans, ensuring that all work is governed by clear, unambiguous rules and workflows. It aims to eliminate ambiguity, reduce supervision needs, and facilitate automation while maintaining accountability and compliance with best practices.

	# 1. Introduction

	> Rationale: Sets the context, actors, and compliance requirements for the policy, ensuring all participants understand their roles and responsibilities.

	## 1.1 Actors

	<!DOCTYPE html>
	<html lang="en">

	<head>
	<meta charset="UTF-8">
	<meta name="viewport" content="width=device-width, initial-scale=1.0">
	<title>My Angular from Scratch</title>
	<style>
	.my-component {
	font-family: Arial, sans-serif;