head to head · open source
GitLab vs autoprompt-skill
GitLab has 24,550 GitHub stars, 5,943 forks, 36 open issues and last shipped 13 days ago. autoprompt-skill has 1,230 stars, 67 forks, 1 open issues and last shipped 1 months ago. GitLab leads on adoption by 1,896% (24,550 vs 1,230 stars). GitLab is written in Ruby under a custom or non-standard licence; autoprompt-skill is written in JavaScript under MIT. GitLab has attracted 24% as many forks as stars, autoprompt-skill 5%. GitLab was the more recently maintained of the two, and both are self-hostable with no licence fee.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
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Side by side
| GitLab | autoprompt-skill | |
|---|---|---|
| GitHub stars | ★ 25K | ★ 1.2K |
| License | Custom / other | MIT |
| Written in | Ruby | JavaScript |
| Last push | 2026-10-23 | 2026-10-04 |
| Forks | ⑂ 5.9K | ⑂ 67 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick GitLab if
- You weight community size — 25K stars and counting
- You want the Custom / other license terms
- Your stack matches Ruby
- You value the larger contributor base for long-term maintenance
pick autoprompt-skill if
- You want the autoprompt-skill feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches JavaScript
- You evaluated both and autoprompt-skill fits your workflow better
About GitLab
GitLab Canonical source The canonical source of GitLab where all development takes place is hosted on GitLab.com. If you wish to clone a copy of GitLab without proprietary code, you can use the read only mirror of GitLab located at However, please do not submit any issues and/or merge requests to that project. Free trial You can request a free trial of GitLab Ultimate on our website. Open source software to collaborate on code To see how GitLab looks please see the features page on our website. Manage Git repositories with fine grained access controls that keep your code secure Perform code reviews and enhance…
read the full GitLab overview →
About autoprompt-skill
Autoprompt is a coding agent workflow that cuts failures by 45% by reviewing, fixing, and rechecking its work. English 中文 한국어 Español العربية Contents Install · Benchmarks · Invocation · Run controls · Workflow · Agents · Examples · FAQ · License Install Use the CLI below, or download an installer from GitHub Releases. 1. Install the CLI 2. Launch the installer 3. Install Choose your coding agent, confirm its path, and install. N means enter another path. For another CLI or IDE, choose Custom coding agent and use the compatibility guide. Install from source Requirements Node.js 20+ Python 3.11+ available as…
read the full autoprompt-skill overview →
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Frequently asked questions
Is GitLab or autoprompt-skill more popular?
GitLab has 24,550 GitHub stars and autoprompt-skill has 1,230. GitLab has the larger community by that measure.
Are GitLab and autoprompt-skill free?
Both are open source. GitLab has no licence declared in this registry, and autoprompt-skill is licensed under MIT. Both are free to self-host.
What is the difference between GitLab and autoprompt-skill?
GitLab is written in Ruby and autoprompt-skill in JavaScript. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, GitLab or autoprompt-skill?
Choose GitLab if you want the larger community (24,550 stars) or its Custom / other licence terms. Choose autoprompt-skill if its feature set, stack or MIT licence fits better. Both are self-hostable.