Ronak Thacker (smartSense) thackerronak

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

(Summary generated by ChatGPT based on the automatic transcription. Transcript is attached to this Gist)

Panelists:

Host: Shashank
Panelists: Michael, Erik, Richard, Ronan

	var Promise = require('bluebird');
	var sinon = require('sinon');
	var User = require('./db/models').User;

	describe('User model', function(){
	var userFindStub;
	var sandbox;

	before(function(){
	sandbox = sinon.sandbox.create();

	# Edit ~/.bash_profile

	export GOPATH=/Users/$USER/go
	export PATH=$GOPATH/bin:$PATH

	# Reload profile : source ~/.bash_profile

	server {
	listen 80;

	root /var/www/html/my-app/dist;

	index index.html index.htm;

	server_name angular-i18n.example.com www.angular-i18n.example.com;

	location /en/ {