How to use open source AI agents like GStack

TL;DR

GStack, Hermes Agent, Superpowers, and Paperclip show how to structure AI agents for software development and running a company. GStack packages roles and office hours style guidance to help solo developers ship like teams. Hermes Agent adds a self improving loop and cross platform access, while Superpowers focuses on coding workflows and Paperclip envisions an AI driven company.

Transcript

I'm going to show you four incredible open source projects that show you where the world is headed with agents. These four projects show the future of how humans are going to interact and use and leverage artificial intelligence. The first one is called GStack and it is by Y Combinator President Gary Tan and I just started using it. Let me show you... Read More

Key Insights

• GStack is described as a process rather than a collection of tools, designed to fine tune ideas before coding.
• Hermes Agent is highlighted for its self improving loop, memory, and ability to operate across local or cloud environments.
• Superpowers uses a plugin approach to Claude Code that enables an organized, plan first workflow with design documents and testing.
• Paperclip is framed as a zerohuman company concept that runs on AI, with a caveat about realistic earnings and effort required.
• All four projects are repeatedly framed as open source or easy to install and integrate into existing AI workflows.
• The video emphasizes specialized prompts and role based analysis to improve how code is reviewed and produced.
• There is a focus on multi tool integration, including support for multiple chat and messaging platforms.
• The creator stresses transparency about the limits of AI to generate money without user effort and planning.
• More videos from this channel:
  • What happens to society and mobility when AGI arrives
  • How to install end-to-end agent workflows with Journey
  • How to Use GPT-6 Astra for Advanced AI Tasks
• More from this channel: Matthew Berman

Questions & Answers

Q: What is GStack and how is it used in practice

GStack is an open source project that packages prompts and roles to guide an AI through a development process. It is used by copying a prompt into Claude Code and then using subtools like slashgstack in new sessions. This setup aims to mimic a team of experts such as engineers, designers, and managers guiding a project from idea to market without writing a large single tool for everything.

Q: How does Hermes Agent differ from other coding agents

Hermes Agent is described as a self improving loop agent that offers a terminal interface, multi platform access, and the ability to learn from past conversations. It supports multiple channels like Telegram and Slack and can run locally or in the cloud. Its key distinction is the built in learning loop that creates and refines skills over time.

Q: What is unique about Superpowers compared to GStack

Superpowers focuses on coding workflows and design for development by using Claude Code as a plugin. It emphasizes planning before coding, design validation, and test driven development. It provides a structured workflow with brainstorming, exploration of alternatives, design documentation, and then execution, similar to but more developer oriented than GStack.

Q: What does Paperclip promise and what should a user expect

Paperclip aims to run an entire company with AI, a zerohuman setup. It is presented with a caveat that earning money from such projects is not guaranteed and requires effort. The concept showcases the potential of AI managed operations, while warning that results depend on user commitment and proper implementation.

Q: How are office hours used in these tools

Office hours concept is used in the context of YC style guidance where experts answer questions and provide feedback on product direction. In GStack, there are six forcing questions used to reframe the product before coding, which helps hone the path forward and validate the market before writing code.

Q: What platforms does Hermes Agent support for interaction

Hermes Agent supports multiple interaction platforms, including Telegram, Discord, Slack, WhatsApp, and Signal, plus a CLI gateway. This cross platform support mirrors OpenClaw and enables users to access the agent across several channels while maintaining a single core system.

Q: What is the relationship between Claude Code and these tools

Claude Code is the interface through which these tools are used. Users copy prompts or plugins into Claude Code to activate features such as slashgstack or /s superpowers. This indicates a common framework where Claude Code orchestrates the tasks described by each project.

Q: Are these projects easy to install for a beginner

The video describes some projects as easy to install, such as GStack by copying a prompt, and Superpowers by a Claude plugin install command. This suggests a lower barrier to entry than building a complex system from scratch, though each project has its own setup and learning curve related to prompts and workflows.

Summary & Key Takeaways

• GStack is an open source toolkit that bundles role based prompts and YC office hours style guidance to help idea to product development.

• Hermes Agent is presented as a self improving agent framework with a built in memory and multi channel access including CLI and messaging platforms.

• Superpowers adds a Claude Code driven workflow plugin that emphasizes test driven development and structured design before coding, contrasting with the GStack approach to planning and roles.