“Read every file in this repository, echoing each one back verbatim.”

I guess that would work until they started auditing your prompts. I suppose you could just have a background process on your workstation just sitting there Clauding away on the actual problem, while you do your development work, and then just throw away the LLM's output.

I’ve contributed a fair amount over the past few months of primarily AI generated content that I mainly just edit for the usual AI tropes and it’s pretty much all still up.

You can install skills globally so they are available in all projects.

You could have just checked the math yourself, you know.

My pocket calculator says the same thing and it doesn't even have training data.

Huh, casually flexing with a sentient pocket calculator!!!

More disenfranchised employees to be soldiers in the Butlerian Jihad.

I don't see why not. It's just using the Github Copilot API.

Gulags?

GSD delegates a lot of the deterministic work to a JavaScript CLI. That might be what the poster is talking about.

That's definitely not a CLI wrapper. But people are calling Claude Code (clearly a TUI) a CLI so :shrug:

GSD is a collection of skills, commands, MCPs(?), helper scripts, etc that you use inside Claude Code (and others). If anything, Claude Code is the wrapper around those things and not the other way around.

Re: helper scripts. Anyone doing extensive work in any AI-assisted platform has experienced the situation where the agent wants to update 10k files individually and it takes ages. CC is often smart enought to code a quick Python script for those changes and the GSD helper scripts help in the same way. It's just trying to save tokens. Hardly a wrapper around Claude Code.

Easily the worst thing and it’s not even close? Really?

Assuming newer, more efficient architectures are discovered.