head to head · open source
growth-lab vs ai-business-skills
growth-lab has 1,988 GitHub stars, 170 forks, 0 open issues and last shipped 1 months ago. ai-business-skills has 586 stars, 226 forks, 3 open issues and last shipped 8 days ago. growth-lab leads on adoption by 239% (1,988 vs 586 stars). growth-lab is written in Python under Apache-2.0; ai-business-skills is written in PowerShell under MIT. growth-lab has attracted 9% as many forks as stars, ai-business-skills 39%. ai-business-skills was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 1 topic tag (claude-code), 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
| growth-lab | ai-business-skills | |
|---|---|---|
| GitHub stars | ★ 2.0K | ★ 586 |
| License | Apache-2.0 | MIT |
| Written in | Python | PowerShell |
| Last push | 2026-08-11 | 2026-09-12 |
| Forks | ⑂ 170 | ⑂ 226 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick growth-lab if
- You weight community size — 2.0K stars and counting
- You want the Apache-2.0 license terms
- Your stack matches Python
- You value the larger contributor base for long-term maintenance
pick ai-business-skills if
- You want the ai-business-skills feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches PowerShell
- You evaluated both and ai-business-skills fits your workflow better
About growth-lab
Growth Lab is an open source Python growth tool in the business software and marketing customer engagement ecosystem. It understands a product, fetches needed data, researches the market, executes campaign actions, and reviews results to improve the next growth round. It runs inside Codex or Claude Code as the application runtime.
read the full growth-lab overview →
About ai-business-skills
ai business skills is an MIT licensed library of 138 bilingual AI marketing skills — 69 Vietnamese plus 69 Global — that installs into AI coding agents such as Claude Code, OpenCode, Codex and VS Code and turns a single marketing request into a routed workflow, written for B2B SMEs in Vietnam, global SMBs and agencies.
read the full ai-business-skills overview →
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Frequently asked questions
Is growth-lab or ai-business-skills more popular?
growth-lab has 1,988 GitHub stars and ai-business-skills has 586. growth-lab has the larger community by that measure.
Are growth-lab and ai-business-skills free?
Both are open source. growth-lab is licensed under Apache-2.0 and ai-business-skills under MIT. Neither carries a licence fee.
What is the difference between growth-lab and ai-business-skills?
growth-lab is written in Python and ai-business-skills in PowerShell. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, growth-lab or ai-business-skills?
Choose growth-lab if you want the larger community (1,988 stars) or its Apache-2.0 licence terms. Choose ai-business-skills if its feature set, stack or MIT licence fits better. Both are self-hostable.