Zeroshot
Your autonomous engineering team in a CLI. Point Zeroshot at an issue, walk away, and return to prod
Rating
Votes
0
score
Downloads
0
total
Price
Free
API key required
Works With
About
zeroshot CLI
🎉 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)
](https://github.com/covibes/zeroshot/actions/workflows/ci.yml) [ ](LICENSE) [
[](https://discord.gg/PdZ3UEXB)
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.
How It Works
- Plan: translate a task into concrete acceptance criteria
- Implement: make changes in an isolated workspace (local, worktree, or Docker)
- Validate: run automated checks with independent validators
- Iterate: repeat until verified, or return actionable failures
- Resume: crash-safe state persisted for recovery
Quick Start
zeroshot run 123 # GitHub issue number
zeroshot run feature.md # Markdown file
zeroshot run "Add dark mode" # Inline textOr describe a complex task inline:
zeroshot run "Add optimistic locking with automatic retry: when updating a user,
retry with exponential backoff up to 3 times, merge non-conflicting field changes,
and surface conflicts with details. Handle the ABA problem where version goes A->B->A."Why Not Just Use a Single AI Agent?
| Approach | Writes Code | Runs Tests | Blind Validation | Iterates Until Verified |
|---|---|---|---|---|
| Chat-based assistant | ✅ | ⚠️ | ❌ | ❌ |
| Single coding agent | ✅ | ⚠️ | ❌ | ⚠️ |
| Zeroshot (multi-agent) | ✅ | ✅ | ✅ | ✅ |
Use Cases
- Autonomous AI code refactoring
- AI-powered pull request automation
- Automated bug fixing with validation
- Multi-agent code generation for software engineering
- Agentic coding workflows with blind validation
Who Is This For?
- Senior engineers who care about correctness and reproducibility
- Teams automating PR workflows and code review gates
- Infra/platform teams standardizing agentic workflows
- Open-source maintainers working through issue backlogs
- AI power users who want verification, not vibes
Install and Requirements
Don't lose this
Three weeks from now, you'll want Zeroshot again. Will you remember where to find it?
Save it to your library and the next time you need Zeroshot, it’s one tap away — from any AI app you use. Group it into a bench with the rest of the team for that kind of task and you can pull the whole stack at once.
⚡ Pro tip for geeks: add a-gnt 🤵🏻♂️ as a custom connector in Claude or a custom GPT in ChatGPT — one click and your library is right there in the chat. Or, if you’re in an editor, install the a-gnt MCP server and say “use my [bench name]” in Claude Code, Cursor, VS Code, or Windsurf.
a-gnt's Take
Our honest review
Your autonomous engineering team in a CLI. Point Zeroshot at an issue, walk away, and return to prod. Best for anyone looking to make their AI assistant more capable in devops & monitoring. It's completely free and works across most major AI apps. This one just landed in the catalog — worth trying while it's fresh.
Tips for getting started
Tap "Get" above, pick your AI app, and follow the steps. Most installs take under 30 seconds.
Heads up: this needs an API key to work. You'll get one from the service's website (usually free). The setup guide tells you exactly where.
What's New
Imported from GitHub
Ratings & Reviews
0.0
out of 5
0 ratings
No reviews yet. Be the first to share your experience.