Repolode
Enviar
the-open-engine

the-open-engine/zeroshot

A CLI and workflow engine that runs coding agents like Claude Code, Codex and Copilot through configurable review, repair and test gates before work is accepted.

Ver no GitHubSite
Estrelas
2,002
Forks
189
Issues abertas
17
Último commit
há 4 horas

O que é?

zeroshot turns a coding task into a reviewed change. A worker agent implements the task, then acceptance and code reviewers check the result in parallel. Rejected work goes back to a repair worker with the review feedback and is reviewed again. The agent that wrote the code cannot approve its own output, and the engine enforces the graph's review gates and retry limits.

The workflow is defined as a graph you can edit. Each node can use a different harness and model, such as Pi, Claude Code, Codex or Copilot, and you can add security reviewers, test agents or parallel checks. Graphs can be saved as profiles and reused. Runs are bounded and recorded in a SQLite ledger.

Delivery is optional: work can stay local, be pushed to a branch, prepared as a pull request, or taken through PR, CI and merge. The CLI is MIT licensed and can run locally, self-hosted via a Docker target image, or in zeroshot Cloud.

Recursos principais

  • 01Built-in software-change graph with implementation, parallel review, repair and optional delivery.
  • 02Independent reviewers check the worker's output, and rejected work returns to repair.
  • 03Custom graphs let you add security, test or parallel check nodes with per-node models.
  • 04Saved profiles store graph and runtime settings for reuse across tasks.
  • 05Optional delivery to a local branch, pull request, or PR and CI merge flow.
  • 06Runs are recorded in a durable SQLite ledger and can be inspected in a browser UI.

Casos de uso

  • Adding independent review and repair loops around Claude Code or Codex output before merging.
  • Running security or test-focused reviewer agents alongside the implementation agent.
  • Turning a task description into a reviewed pull request on a GitHub repository.
  • Self-hosting agent workflows on your own infrastructure with the Docker target image.

Tópicos

#ai-agents#code-review#multi-agent#claude-code#codex#workflow-automation#cli#developer-tools#agent-loops#agent-orchestration

Perguntas frequentes

O que é zeroshot?
A CLI and workflow engine that runs coding agents like Claude Code, Codex and Copilot through configurable review, repair and test gates before work is accepted. zeroshot turns a coding task into a reviewed change. A worker agent implements the task, then acceptance and code reviewers check the result in parallel. Rejected work goes back to a repair worker with the review feedback and is reviewed again. The agent that wrote the code cannot approve its own output, and the engine enforces the graph's review gates and retry limits.
zeroshot é gratuito? Qual é a licença?
zeroshot é open source sob a licença MIT. Confira os termos da licença antes de usá-lo em produtos comerciais.
zeroshot ainda é mantido?
Manutenção ativa. O último commit de zeroshot foi em 19 de out. de 2026.
Para que posso usar zeroshot?
Adding independent review and repair loops around Claude Code or Codex output before merging. Running security or test-focused reviewer agents alongside the implementation agent. Turning a task description into a reviewed pull request on a GitHub repository. Self-hosting agent workflows on your own infrastructure with the Docker target image.
Onde consigo zeroshot?
O código-fonte e as instruções de instalação estão no GitHub: https://github.com/the-open-engine/zeroshot

Resumo gerado por IA a partir do README do projeto. As estatísticas do GitHub são atualizadas diariamente.

Projetos relacionados