head to head · open source
dots vs skills
dots has 32,357 GitHub stars, 4,739 forks, 0 open issues and last shipped 3 days ago. skills has 6,310 stars, 339 forks, 7 open issues and last shipped 2 months ago. dots leads on adoption by 413% (32,357 vs 6,310 stars). dots is written in TypeScript under MIT; skills is written in Python under MIT. dots has attracted 15% as many forks as stars, skills 5%. dots was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 2 topic tags (ai-agents, automation), so they are genuine substitutes rather than adjacent tools.
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
| dots | skills | |
|---|---|---|
| GitHub stars | ★ 32K | ★ 6.3K |
| License | MIT | MIT |
| Written in | TypeScript | Python |
| Last push | 2026-10-31 | 2026-08-24 |
| Forks | ⑂ 4.7K | ⑂ 339 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick dots if
- You weight community size — 32K stars and counting
- You want the MIT license terms
- Your stack matches TypeScript
- You value the larger contributor base for long-term maintenance
pick skills if
- You want the skills feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches Python
- You evaluated both and skills fits your workflow better
About dots
dots Every AI agent is a model and a browser. You can swap the model with one flag. The browser is what the website sees. Windows, in PowerShell: Linux: Then open The conversation on the left, the browser on the right, live. It all comes down to the browser When a web agent fails, the model is rarely why. The page never loaded, a challenge appeared, the login expired, the click did not land. All of that happens in the browser, before the model gets to think. So dots is built around one: A real Firefox engine, patched in C++. The fingerprint is decided inside the engine, not painted over with JavaScript that a…
About skills
What can BrowserAct be used for? BrowserAct enables AI agents and teams to perform real browser automation, web data extraction, and account based workflows. It helps agents get past anti bot walls, hand off to humans across platforms when stuck, run parallel tasks without cross contamination, and isolate multiple accounts in independent browsers, backed by stealth fingerprints, TLS rotation, residential proxies, CAPTCHA solving, and stable fingerprint proxy setups for authenticated sessions. Two usage modes are available: fully cloud managed execution, or local browser control driven by your own agent workflow…
read the full skills overview →
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Frequently asked questions
Is dots or skills more popular?
dots has 32,357 GitHub stars and skills has 6,310. dots has the larger community by that measure.
Are dots and skills free?
Both are open source. dots is licensed under MIT and skills under MIT. Neither carries a licence fee.
What is the difference between dots and skills?
dots is written in TypeScript and skills in Python. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, dots or skills?
Choose dots if you want the larger community (32,357 stars) or its MIT licence terms. Choose skills if its feature set, stack or MIT licence fits better. Both are self-hostable.