Mark Han mrk-han

The Autonomous Agent Prompting Framework

This repository contains a disciplined, evidence-first prompting framework designed to elevate an Agentic AI from a simple command executor to an Autonomous Principal Engineer.

The philosophy is simple: Autonomy through discipline. Trust through verification.

This framework is not just a collection of prompts; it is a complete operational system for managing AI agents. It enforces a rigorous workflow of reconnaissance, planning, safe execution, and self-improvement, ensuring every action the agent takes is deliberate, verifiable, and aligned with senior engineering best practices.

I also have Claude Code prompting for your reference: https://gist.github.com/aashari/1c38e8c7766b5ba81c3a0d4d124a2f58

GROKKING NOTES

I liked the way Grokking the coding interview organized problems into learnable patterns. However, the course is expensive and the majority of the time the problems are copy-pasted from leetcode. As the explanations on leetcode are usually just as good, the course really boils down to being a glorified curated list of leetcode problems.

So below I made a list of leetcode problems that are as close to grokking problems as possible.

Pattern: Sliding Window

Updated on medium

find out the differences

use git diff to generate file list

git diff --name-only master

limited to certain file types

add ext filter

	import re
	import subprocess
	import argparse

	def get_repo():
	"""Fetches the GitHub repository details from the current branch."""
	result = subprocess.run("git config --get remote.origin.url", shell=True, capture_output=True, text=True)
	if result.returncode != 0:
	print("Error fetching repository details:", result.stderr)
	exit(1)

	GRACE_TIME=80
	APP_ID=org.stefanmajiros.bluepass.prod
	echo "Setup iOS Simulator"
	echo "Installing iOS Simulator dependencies"
	brew tap wix/brew
	brew update
	brew install applesimutils

	echo "Installing pods"
	cd ./ios && /usr/local/lib/ruby/gems/2.7.0/bin/pod install --repo-update && cd ..

	# NOTE: must be run on a MacOS Agent!

	steps:
	- script: \|
	# Install AVD files
	yes \| $ANDROID_HOME/tools/bin/sdkmanager --install 'system-images;android-29;default;x86_64'
	yes \| $ANDROID_HOME/tools/bin/sdkmanager --licenses

	# Create emulator
	echo "no" \| $ANDROID_HOME/tools/bin/avdmanager create avd -n Pixel_API_29_AOSP -d pixel --package 'system-images;android-29;default;x86_64' --force

	# A Best in Class Checklist
	A boiled down checklist adapted from this [post](https://www.swiftjectivec.com/a-best-in-class-app/), created by @jordanmorgan10.

	> To use this, create a Github Issue in your own repo, and simply copy and paste this text.

	## iOS Core Technology
	_Things any iOS app can benefit from_

	- [ ] iCloud Sync
	- [ ] Focus Filter Support

	trigger:
	- none

	pool:
	vmImage: 'ubuntu-latest'

	variables:
	YARN_CACHE_FOLDER: $(Pipeline.Workspace)/.yarn
	GRADLE_USER_HOME: $(Pipeline.Workspace)/.gradle

	/**
	* Simple TestNG test which demonstrates being instantiated via a DataProvider in order to supply multiple browser combinations.
	*
	* @authors Neil Manvar, Dylan Lacey
	*/
	public class TestBase {

	// SNIP

	/**

	package com.example

	import android.app.Instrumentation
	import android.os.Bundle
	import android.util.Log
	import androidx.test.internal.runner.listener.InstrumentationResultPrinter
	import androidx.test.platform.app.InstrumentationRegistry
	import org.junit.runner.Description
	import org.junit.runner.notification.RunListener