James Greig j-greig

I wrote an in-depth research prompt to conduct a GPT-Deep-Research on the Manus topic, seeking to replicate it with currently available open source tools. This is the result:

TLDR: Manus AI Agent Report

Manus is an autonomous AI agent built as a wrapper around foundation models (primarily Claude 3.5/3.7 and Alibaba's Qwen). It operates in a cloud-based virtual computing environment with full access to tools like web browsers, shell commands, and code execution. The system's key innovation is using executable Python code as its action mechanism ("CodeAct" approach), allowing it to perform complex operations autonomously. The architecture consists of an iterative agent loop (analyze → plan → execute → observe), with specialized modules for planning, knowledge retrieval, and memory management. Manus uses file-based memory to track progress and store information across operations. The system can be replicated using open-source components including CodeActAgent (a fine-tuned Mistral model), Docker for sandbox

Keybase proof

I hereby claim:

I am j-greig on github.
I am jamesgreig (https://keybase.io/jamesgreig) on keybase.
I have a public key ASCdTNb2UK6nUx9fODZYVXfC9zgLnx4UMR4vSYkK0arkmAo

To claim this, I am signing this object:

Freelancer's Contract

Based on the popular open-source contract for web designers and developers by Stuff & Nonsense

Originally published: 23/12/2008
Revised date: 15/12/2013
Original post

	# The environment Craft is currently running in ('dev', 'staging', 'production', etc.)
	ENVIRONMENT="dev"

	# The secure key Craft will use for hashing and encrypting data
	SECURITY_KEY="generate-a-long-random-key-and-put-it-here"

	# The database driver that will be used ('mysql' or 'pgsql')
	DB_DRIVER="mysql"

	# The database server name or IP address (usually this is 'localhost' or '127.0.0.1')


	// Handler for when DOM is loaded....
	var startup = function(){
	console.log('DOM ready, starting Barba.js')
	Barba.Pjax.start();
	};

	// Check if DOM is loaded...
	if (
	document.readyState === "complete" \|\|

	{
	"name": "website",
	"version": "0.1",
	"description": "A Craft CMS website",
	"main": "gulpfile.js",
	"author": "James Greig",
	"copyright": "Graphical House",
	"license": "UNLICENSED",
	"private": true,
	"paths": {

	// package vars
	const pkg = require("./package.json");

	// gulp
	const gulp = require("gulp");

	// load all plugins in "devDependencies" into the variable $
	const $ = require("gulp-load-plugins")({
	pattern: ["*"],
	scope: ["devDependencies"]