zeroshot

zeroshot is an open-source tool that runs coding agents through a review workflow you define, for developers who want QA enforced by code.

What it is good for

  • Running code changes through independent review before accepting them
  • Setting retry limits for coding agents that fail review
  • Assigning different AI models to each step of a coding task
  • Enforcing a repeatable quality check on agent-written code

At a glance

Who it is for
Setup
Guided command-line setup

Level 4 of 5. You copy and paste commands into a terminal by following the instructions. Comfortable territory for vibe coders.

Cost
Free and open source
Type
Agent app
Tasks
Works with
Claude Code, Codex, GitHub Copilot, Pi, Git, GitHub

Momentum

Rank this week
Not ranked yet
Best rank
None yet
GitHub stars
2,086

GitHub numbers as of Nov 2, 2026. Updated weekly.

1,856 1,980 2,103 Sep 24, 2026 Nov 2, 2026
GitHub stars for zeroshot: 1,873 on Sep 24, 2026, 2,086 on Nov 2, 2026. Source: GitHub.

Questions

Is zeroshot free?
Yes. It is free and open source (MIT license).
Do I need to know how to code to use zeroshot?
You do not need to write code, but setup means copying and pasting commands into a terminal by following its instructions.
What does zeroshot work with?
According to its own documentation, it works with Claude Code, Codex, GitHub Copilot, Pi, Git, and GitHub.
What is zeroshot good for?
Running code changes through independent review before accepting them, setting retry limits for coding agents that fail review, assigning different AI models to each step of a coding task, and enforcing a repeatable quality check on agent-written code.

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Last updated Nov 2, 2026. Tracked since Oct 28, 2026. The summary was written by an AI model from the project's own description and checked against our copy rules. Spotted an error? Tell us.