What it does

GSD (Get Shit Done) was a meta-prompting and context engineering system built for Claude Code — essentially a structured way to feed specs and context to an AI coding assistant so it builds what you actually want. Think of it as a recipe format for AI pair programming.

The interesting bit

The project racked up 63,873 stars before its maintainers decided the original repo was a dead end. Rather than limp along, they archived it and pointed everyone to a new organization. That’s either admirable hygiene or a warning about betting on young tooling ecosystems — the README doesn’t say which.

Key highlights

• Built specifically for Claude Code, not generic LLM prompting
• Focused on “spec-driven development” — requirements as structured input
• 63,873 stars suggest it struck a nerve with developers trying to wrangle AI coding assistants
• Now lives at github.com/open-gsd/gsd-core under the “Open GSD” banner
• Zero code visible in this repository; it’s purely a redirect

Caveats

• This repository is archived and contains no source code
• The README gives no hint about why the move happened or what’s different in the new repo
• No candidate images provided, so there’s nothing to visually evaluate

Verdict

Worth a bookmark if you’re deep into Claude Code workflows and want to see where the community landed on structured AI prompting. Skip it if you’re looking for something to clone and run right now — you’ll need to chase the redirect.