zeroshot

What it does

Splits implementation and verification across separate agents on the premise that self-assessment is worthless, then orchestrates the pair through autonomous development cycles. The premise is sound; the limit is that agents from the same family share blind spots, so a human still signs off. Running several agents multiplies the bill per task, which is worth measuring on something small first. MIT.

Summary based on the project's own description. The Japanese page has a fuller beginner guide: setup difficulty, what to prepare, and a step-by-step start.

Screenshots & visuals

Before you start

• Setup difficultySome setup needed
• Command lineRequired
• API keyRequired
• Sends data onlineYes

Judged automatically from the project's own metadata. Always confirm on the official page.

zeroshot FAQ

Is zeroshot free?

zeroshot itself is free, but it needs an API key for an external AI service. That service charges separately, though some have a free tier.

Do I need to install anything or write code to use zeroshot?

It needs the command line. If you are not comfortable typing commands, expect to get stuck during setup.

Does zeroshot work on a phone?

No. It needs a computer.

Can I use zeroshot commercially?

The licence is MIT, which permits commercial use. Conditions such as keeping the copyright notice still apply, so read the licence text before shipping it inside something.

How it compares

The conditions that decide whether you can actually use it, side by side.

"Sends data out" means your input is uploaded to someone's server. Pick "No" when the material cannot leave your organisation.

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