the-open-engine/zeroshot
Open-source meta-harness for coding agents. Define your own workflows, reviewers and repair loops. zeroshot enforces the process you configure.
Build with Backblaze B2
SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.
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Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
5 releases in the last 90 days, the latest 1 day ago, with 21 contributors on GitHub.
Gained 63% more stars in the last 90 days than in the 90 days before.
Use Cases & Benefits
- Orchestrates multi-agent AI workflows to autonomously plan, implement, validate, and verify software changes with iterative blind validation.
- Ensures correctness and reproducibility by isolating agents and validators that independently check code changes until verified or actionable failures occur.
- Use for automating pull request creation and review workflows with multi-platform issue tracking integration like GitHub, GitLab, Jira, and Azure DevOps.
- Use for autonomous AI-driven bug fixing and code refactoring where clear acceptance criteria enable repeatable validation and crash-safe recovery.
- Ideal for infra and platform teams standardizing agentic workflows with customizable multi-agent topologies and isolation modes including git worktree and Docker.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
MIT
Permissive: commercial use, modification and redistribution are allowed with attribution.
Community files
- README: present
- Contributing guide: present
- Code of conduct: present
Watch-outs
No watch-outs from GStars' checks.
General guidance from repository metadata, not legal advice. How we score
From the README
🎉 New in v5.4: Now supports OpenCode CLI! Use Claude, Codex, Gemini, or OpenCode as your AI provider. Also supports GitHub, GitLab, Jira, and Azure DevOps as issue backends. See Providers and Multi-Platform Issue Support.
npm install -g @covibes/zeroshot
Demo (100x speed, 90-minute run, 5 iterations to approval)
Zeroshot is an open-source AI coding agent orchestration CLI that runs multi-agent workflows to autonomously implement, review, test, and verify code changes.
It runs a planner, an implementer, and independent validators in isolated environments, looping until changes are verified or rejected with actionable, reproducible failures.
Built for tasks where correctness matters more than speed.
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
Forks
195+50
Open issues
12-96
Compared with peers in AI Agents
Fastest-growing repositories GStars tracks in this cohort for the week of Nov 1, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| vercel-labs/agent-desktop | 17.0K | +13.3K | 33 | today |
| thedotmack/claude-mem | 113.6K | +8.8K | 35 | today |
| stablyai/orca | 116.8K | +6.6K | 40 | today |
| milind-soni/OpenMausBot | 13.5K | +6.0K | 45 | today |
| HKUDS/DeepTutor | 55.5K | +5.5K | 65 | 5 days ago |
| the-open-engine/zeroshot | 2.0K | — | 64 | 1 day ago |
| Category median | 55.5K | +6.6K | 40 | — |
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