gsd-pi: Keep AI Agents Aligned Over Long Runs
From the repo · “A powerful meta-prompting, context engineering and spec-driven development system that enables agents to work for long periods of time autonomously without losing track of the big picture”
Use Gsd Pi to create complex AI prompts that produce high-quality results instantly.
"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."
- •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
gsd-pi run --config agent.config.ts --goal 'Develop a new marketing strategy for a startup'
Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.
A prompt/skill package — nothing to install beyond adding it to your AI tool.
mkdir -p ~/.claude/skills/gsd-pi && curl -fsSL https://workflowstacks.com/api/skills/gsd-pi/claude-skill -o ~/.claude/skills/gsd-pi/SKILL.mdOpens the app with this repo with the prompt ready to go — no copy-paste needed.
What's inside — free to inspect
Read the entire source before you build — unlike paid marketplaces that hide it behind a buy button.
Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.
A prompt/skill package — nothing to install beyond adding it to your AI tool.
mkdir -p ~/.claude/skills/gsd-pi && curl -fsSL https://workflowstacks.com/api/skills/gsd-pi/claude-skill -o ~/.claude/skills/gsd-pi/SKILL.mdOpens the app with this repo with the prompt ready to go — no copy-paste needed.
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Do this with a working workflow
Pages we wrote and tested that put a skill like this to work — importable n8n templates, outcome guides and Claude Desktop configs.
AI Support Agent (Chat)
A chat agent that answers customer questions from YOUR business info — with conversation memory. It never invents policies; anything it doesn't know, it hands to a human.
Outcome guideAutomate your product descriptions with AI
You keep your products in a Google Sheet. The workflow reads each one, writes a benefit-led description in a consistent brand voice, and saves it back — for your whole catalog at once. You review and publish.
Free n8n templateAI Product Description Writer
Turn a Google Sheet of product names + features into polished, conversion-focused descriptions — in bulk.
Related skills
More prompt tools founders pair with this one.