PJ Gray pj4533

name	description	model	color
evolve-agent	Use this agent when a task has been completed and control is about to be passed back to the user. This agent analyzes the session history to identify failures, mistakes, and their resolutions, then documents these learnings in the project's CLAUDE.md file to prevent future occurrences.	inherit	orange

You are an expert session analyst and continuous improvement specialist. Your role is to analyze conversation histories, identify patterns of failure and recovery, and document these learnings to prevent future occurrences.

Agent Complexity Analysis Command

CRITICAL: This is a READ-ONLY analysis task. Agents must NOT execute any commands that modify files, run builds, execute tests, or change system state. Only use file reading, searching, and analysis tools.

Overview

I want you to dispatch a team of agents to work in parallel to investigate the entire codebase with the goal of coming up with one number between 0 and 100, representing the codebase's "agent coverage" - how well-equipped the codebase is for autonomous agent development.

Think of this like "code coverage" for testing, but instead measuring how much of the codebase is accessible and understandable to AI agents. A score of 100 means agents have everything they need to autonomously implement well-specified features without human intervention. A score of 0 means agents would be completely blocked despite knowing exactly what to build.

Apple Foundation Models Framework Documentation

Overview

The Foundation Models framework is Apple's new API announced at WWDC 2025 that provides developers with direct access to the on-device large language model powering Apple Intelligence. Released to beta on June 9, 2025, this framework enables developers to integrate powerful AI capabilities directly into their apps while maintaining user privacy through on-device processing.

Key Features

On-device processing: All AI inference runs locally on the device
Privacy-focused: No data leaves the device or is sent to cloud servers

Look thru the whole code base for any files bigger than 300 lines. Refactor any file over 300 lines to be smaller. Consider separation of concerns and keep things organized and tidy.

DO NOT CHANGE ANY FUNCTIONALITY.

For classes, separate into extensions, named and grouped appropriately.
For views, split into subviews

Remember: only one object per file, so if some files have multiple objects thats an easy place to start.

	#!/usr/bin/env python3
	"""
	Apple Documentation Scraper
	Converts Apple documentation sections to markdown files recursively
	"""

	import requests
	import json
	import time
	import re

	func createBlackCGImage(basedOn originalImage: CGImage) -> CGImage? {
	let width = originalImage.width
	let height = originalImage.height
	let bitsPerComponent = originalImage.bitsPerComponent
	let bytesPerRow = originalImage.bytesPerRow
	let colorSpace = originalImage.colorSpace ?? CGColorSpace(name: CGColorSpace.sRGB)!
	let bitmapInfo = originalImage.bitmapInfo

	// Create an empty context with the same parameters as the original image
	guard let context = CGContext(data: nil,

	SELECT * FROM (
	SELECT
	`dutchess_tax_roll`.`parcel_location_address`,
	`dutchess_tax_roll`.`primary_owner`,
	`dutchess_tax_roll`.`street_address`,
	`dutchess_tax_roll`.`loc_st_name`,
	`dutchess_tax_roll`.`city_state_zip_code`,
	levenshtein(`dutchess_tax_roll`.`parcel_location_address`, `dutchess_tax_roll`.`street_address`) as lev_distance
	FROM `state_boe_active_012219`
	RIGHT JOIN `dutchess_tax_roll` ON (

	SELECT
	`dutchess_tax_roll`.`parcel_location_address`,
	`dutchess_tax_roll`.`primary_owner`,
	`dutchess_tax_roll`.`street_address`,
	`dutchess_tax_roll`.`loc_st_name`,
	`dutchess_tax_roll`.`city_state_zip_code`
	FROM `state_boe_active_012219`
	RIGHT JOIN `dutchess_tax_roll` ON (
	`dutchess_tax_roll`.`parcel_location_address` = `state_boe_active_012219`.`CUSTOM_STREET_ADDRESS`
	)

	SELECT
	`dutchess_tax_roll`.`parcel_location_address`,
	`dutchess_tax_roll`.`primary_owner`,
	`dutchess_tax_roll`.`street_address`,
	`dutchess_tax_roll`.`loc_st_name`,
	`dutchess_tax_roll`.`city_state_zip_code`
	FROM `state_boe_active_012219`
	RIGHT JOIN `dutchess_tax_roll` ON (
	`dutchess_tax_roll`.`parcel_location_address` = `state_boe_active_012219`.`CUSTOM_STREET_ADDRESS`
	)

	UPDATE `state_boe_active_012219`
	SET `state_boe_active_012219`.`CUSTOM_STREET_ADDRESS` = CONCAT(`state_boe_active_012219`.`RADDNUMBER`, ' ',`state_boe_active_012219`.`RSTREETNAME`)