Ross ROSS = Recommend OSS · open-source software intelligence for agents

the-open-engine/zeroshot

Independent executor–verifier orchestration for software changes. observed · 2026-08-28

github.com/the-open-engine/zeroshot · homepage · JavaScript · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

78/100

  • Activity 99
  • Release rhythm 87
  • Longevity 17
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 0
  • age_days: 251
  • days_rel: 7
  • days_push: 7
  • n_releases_24m: 106

Full methodology

Adoption not part of the score

1716 stars · 157 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Zeroshot is a CLI tool that orchestrates independent executor–verifier agent loops for software changes, so the agent that writes code is not the one that validates it. It works with multiple coding agent providers (Claude, Codex, Gemini) and includes worktree isolation, with a companion native Rust CLI.

Use cases

  • verify code changes with an independent agent before shipping
  • run autonomous coding agent loops with executor and verifier separation
  • orchestrate multiple AI coding agents on a task
  • add a blind verification gate to AI-generated code
  • automate software changes end-to-end from the terminal
  • isolate agent work in git worktrees for fresh repositories

When to choose

  • you use AI coding agents and want independent verification of their output
  • you want a bring-your-own-model orchestration harness for multi-agent coding workflows
  • you prefer a CLI-driven, open-source agent loop engine on Linux or macOS

When to avoid

  • you need Windows support today
  • you want a single-agent coding assistant rather than executor–verifier orchestration
  • you need a GUI or IDE-integrated agent tool

Facets

cli-tool · maturity active

agent-framework cli developer-tools testing workflow-automation developer-tools cli executor-verifier multi-agent agent-orchestration vibecoding verification-loop claude-code codex gemini worktree-isolation bring-your-own-model ai-agents automation command-line linux macos nodejs

2 sources

Member repositories

RepositoryRoleHealth v2
the-open-engine/zeroshotmain78

For agents

markdown · JSON · MCP: product_card(name="the-open-engine/zeroshot")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem