prompt

Autonomous workflows with gsd-pi

Name: Autonomous workflows with gsd-pi
Author: open-gsd

Get long-term autonomous agent work with gsd-pi, a meta-prompting system for founders, with 486 GitHub stars

intermediate⏱ 30 minutes💵 Free

891 stars79 forksTypeScriptQuality 8/10Updated 7/15/2026100% free · open source

What it is

Use Gsd Pi to create complex AI prompts that produce high-quality results instantly.

What you can make with it

Automations like: when a customer searches for a product on your website, generate a personalized product description using AI.

How it helps

Gsd Pi improves AI results by enabling meta-prompting, context engineering, and spec-driven development, keeping track of the big picture even during long runs.

Real use case example

"A founder, Sarah, wants to create a conversational AI chatbot to assist customers on her e-commerce website. She uses Gsd Pi to write a complex prompt and gets a high-quality response instantly. She then integrates this response into her website's chatbot, saving her time and increasing customer satisfaction."

If you're new

New to AI and programming, use Gsd Pi to get instant results and explore its potential.

If you're senior

Experienced developers will leverage Gsd Pi for advanced AI prompt engineering, taking their projects to the next level.

Common confusion cleared up

Gsd Pi is not just for writing simple prompts, it's designed for complex AI tasks that require long-term tracking and high-quality results.

Best inside these AI tools

Claude Desktop

Pairs with

Claude APIStripe webhookNotion databaseAmazon API Gateway

Why we list it on WorkflowStacks: Gsd Pi is a free and open-source tool included in this marketplace, providing a robust alternative to paid options.

What it does

Gsd-pi enables founders to create autonomous agents that can work for long periods of time without losing track of the big picture through meta-prompting and context engineering

Install / run

git clone https://github.com/open-gsd/gsd-pi.git && cd gsd-pi

When to use it

•When you need to automate complex workflows that require context awareness and adaptive decision-making
•When you want to create agents that can learn from experience and improve over time without human intervention
•When you need to integrate multiple AI models and services into a single, cohesive system

Quick start

1Run `npm install` to set up the project dependencies
2Create a new agent configuration file using the `agent.config.ts` template
3Define the agent's goals and objectives in the `goals` section of the configuration file
4Use the `gsd-pi run` command to start the agent and begin executing the defined goals and objectives
5Monitor the agent's progress and adjust the configuration as needed using the `gsd-pi log` command

Ready-to-paste prompt

gsd-pi run --config agent.config.ts --goal 'Develop a new marketing strategy for a startup'

Heads up: Make sure you have Node.js (version 16 or higher) and TypeScript installed on your system before attempting to install and run gsd-pi, as the project relies on these dependencies to function correctly

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