pj4533

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.

pj4533

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

import requests
import json
import time
import re

pj4533

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

pj4533

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.

pj4533

    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,

pj4533

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 (

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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`
)

pj4533

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`
)

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

pj4533

SELECT * from `state_boe_012219`
WHERE 
 (`state_boe_012219`.`CLEANED_VOTER_HISTORY` LIKE '%GE16%') AND
 (`state_boe_012219`.`CLEANED_VOTER_HISTORY` LIKE '%GE18%') AND
 (`state_boe_012219`.`CLEANED_VOTER_HISTORY` NOT LIKE '%GE17%')