Chris.Zhu zhuixinjian

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

Copied from http://code.lancepollard.com/complete-list-of-html-meta-tags/

Basic HTML Meta Tags

<meta charset='UTF-8'>
<meta name='keywords' content='your, tags'>
<meta name='description' content='150 words'>
<meta name='subject' content='your website's subject'>
<meta name='copyright' content='company name'>

	const delay = ms => new Promise(resolve => setTimeout(resolve, ms));

	async function something() {
	console.log("this might take some time....");
	await delay(5000);
	console.log("done!")
	}

	something();

	http://sugg.search.yahoo.net/sg/?output=jsonp&nresults=10&command=%s
	http://sugg.search.yahoo.net/sg/?output=json&nresults=10&command=%
	http://sugg.search.yahoo.net/sg/?output=xml&nresults=10&command=%s

	http://api.bing.com/osjson.aspx?query=%s

	http://google.com/complete/search?output=xml&q=%s

	<article class="post-content">
	{{ content }}

	{% assign category = site.data.categories[page.category] %}
	<p id="post-meta">Posted
	{% if category == null %}
	{% assign category = page.category %}
	{% endif %}
	in <code><a href="/blog/category/#{{ page.category }}">{{ category }}</a></code>

	---
	layout: default
	title: Tags
	permalink: /blog/tags/
	---

	<header class="post-header">
	<h1>Tags</h1>
	</header>

	{% for post in post_info[1] %}
	{% capture post_year %}{{ post.date \| date: '%Y' }}{% endcapture %}
	<li>{{ post.date \| date: "%B %d, %Y" }}: <a href="{{ post.url }}">{{ post.title }}</a></li>
	{% endfor %}

	{% if page.css %}{{ page.css \| stylesheet }}{% endif %}
	{% if page.style %}{{ page.style }}{% endif %}

	http://sugg.search.yahoo.net/sg/?output=jsonp&nresults=10&command=django
	http://sugg.search.yahoo.net/sg/?output=json&nresults=10&command=django
	http://sugg.search.yahoo.net/sg/?output=xml&nresults=10&command=django