AI Decision System
Replayable, offline-verifiable records for AI-assisted go/no-go decisions: experiment promotions, typed model answers and human-approved actions.
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个人 GitHub 账号下公开仓库的所有者可以登录并验证所有权,自行管理介绍,无需管理员批准。
登录并生成验证文件,在 30 分钟内将其提交到此仓库的默认分支。其他分支或分叉仓库中的文件无效。然后在下方检查文件,即可无需管理员批准直接管理项目。请保留文件以维持管理权限。
如需登录,将前往登录页面。登录后请回到此处,再次点击所选的验证按钮。
在项目文件夹中运行 /nomorevibe verify,即可验证所有权并自行管理介绍。
一分钟完成验证Zeltro CLI — DevOps in-a-box! Pre-plumbed PHP, Python and Node environments so your AI agent can skip the setup and get straight to building.
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取自仓库 README
正在加载完整 README。 以下为已保存的摘录。
DevOps in-a-box!
Pre-plumbed PHP, Python and Node environments so your AI agent can skip the setup and get straight to building.查看完整 README ↗Pre-plumbed PHP, Python and Node environments so your AI agent can skip the setup and get straight to building.
| AI without Zeltro | AI with Zeltro | |
|---|---|---|
| Standing up an OSS app | Re-derives the image, compose and env vars | zeltro install grafana |
| ↳ agent steps | 4–6, sometimes including a crash loop to fix | None: the installer runs without AI |
| ↳ AI cost | About $0.20 per app with Claude Sonnet (measured) | $0 |
| ↳ time | 2–4 minutes of agent time | About a minute |
| Databases | One bundled per project: 5 projects ≈ 670 MB of RAM | One shared: ≈ 170 MB (measured) |
| Addresses | localhost:3002? :3003? | One per project, printed by zeltro status |
| Project layout | Reinvented every session | Fixed names, addresses, images, credentials |
| Other machines | "Worked on my laptop" | Identical |
zeltro configure, then no per-project YAML or env spelunking.Linux
curl -fsSL https://dist.canebaycomputers.com/zeltro/cli/ubuntu | bash
Swap ubuntu for fedora or arch. Run it as your normal user, then log out
and back in so your user can use Docker.
macOS
curl -fsSL https://dist.canebaycomputers.com/zeltro/cli/mac | bash
Installs the Xcode command line tools, Homebrew and Docker Desktop if they are
missing. Note that Docker Desktop keeps containers inside a VM, so on macOS you
reach a project by the port zeltro status prints rather than by container IP.
Windows
Zeltro is a Linux tool. On Windows, install the desktop app
(download) and point it at a Linux or
Mac machine over SSH, or let it set up Zeltro inside WSL2 on the same PC (in
preview). The older install-windows.ps1 script, run from an administrator
PowerShell, also sets up WSL2 with Zeltro inside it; it is lightly tested and will
be retired once the desktop app's WSL2 setup is verified.
Then, once:
zeltro configure
Log out and back in so Docker group access takes effect. Details and platform notes: Installation.
zeltro create "A timeclock for employees in Django"
Describe what you want. Zeltro builds the project, database, environment and URL. The AI only customizes what sits on top — that's where the savings come from.
Name a framework if you have a preference — or don't, and let the agent choose:
zeltro create "A tool to track my guitar pedal collection"
Give it as much detail as you like:
zeltro create "A customer intake system for a small law firm. Clients submit a
form with their contact info, case type and a short description. Staff log in
to review submissions, assign each one to an attorney, and move it through new,
in progress and closed. Email the client whenever the status changes."
zeltro new flask my-api # scaffold a project you write
zeltro install grafana # deploy a ready-made app
zeltro clone work-directly <repo-url>
zeltro up my-api # start it
Everything else — frameworks, the 200+ app library, the full command reference, architecture, and scripting — is in the docs.
The Zeltro app is an optional desktop front end: same projects, same shared
services, same addresses, just visible and clickable. On Linux it installs with
one command, which also installs this CLI if zeltro is missing:
curl -fsSL https://dist.canebaycomputers.com/zeltro/ubuntu | bash
It works on Ubuntu/Debian, Fedora/RHEL and Arch. On Windows,
download the installer (beta). The app
drives Zeltro on machines you add under Settings → Remotes → Hosts (a Linux
box, a Mac, a Pi, an EC2 instance), or inside WSL2 on the same PC (in preview).
On a Mac (Apple Silicon or Intel), curl -fsSL https://dist.canebaycomputers.com/zeltro/mac | bash
installs it through Homebrew. Packages are on the
releases page.
Runs on Linux and macOS, and on Windows through the desktop app. The CLI is open source (MIT); the desktop app is proprietary and free for personal use, with a lifetime commercial license for businesses.