head to head · open source
growth-lab vs instagram-skills
growth-lab has 1,994 GitHub stars, 172 forks, 0 open issues and last shipped 22 days ago. instagram-skills has 523 stars, 116 forks, 4 open issues and last shipped 5 days ago. growth-lab leads on adoption by 281% (1,994 vs 523 stars). growth-lab is written in Python under Apache-2.0; instagram-skills is written in Python under MIT. growth-lab has attracted 9% as many forks as stars, instagram-skills 22%. instagram-skills was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 2 topic tags (claude-code, codex), 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 | instagram-skills | |
|---|---|---|
| GitHub stars | ★ 2.0K | ★ 523 |
| License | Apache-2.0 | MIT |
| Written in | Python | Python |
| Last push | 2026-09-28 | 2026-10-15 |
| Forks | ⑂ 172 | ⑂ 116 |
| 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 instagram-skills if
- You want the instagram-skills feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches Python
- You evaluated both and instagram-skills fits your workflow better
About growth-lab
🧪 Growth Lab 用自然语言运行产品运营和用户增长闭环：理解产品，发现真实需求，采取行动，再从结果中找到下一步。 官网 简体中文 · English · 繁體中文 · Français · Español · Русский · Português · Deutsch · 日本語 · 한국어 · Türkçe · Tiếng Việt · Polski 为什么做 Growth Lab 大多数 AI 增长工具只解决一个局部问题：有的生成文案，有的研究竞品，有的负责发布，有的展示数据。产品上下文在不同工具之间反复丢失，真正重要的决策仍散落在仪表盘、文档、Prompt 和人工交接中。 增长是一个持续学习的闭环： 现代 Coding Agent 已经能够读取代码仓库、搜索网络、操作工具、编辑文件、跨上下文推理，并在会话中与人协作。Growth Lab 以 Codex 和 Claude Code 作为应用 Runtime，将这些能力组织成端到端的增长工作流。 产品模型 Skill 教 Runtime 如何理解产品、开展研究、选择工具、形成策略、制作内容、分析反馈和决定下一步。Client 工具让 Runtime 能够使用浏览器、官方 API、数据导出、内容平台和素材生成等外部能力。文件跨会话保存产品上下文、研究资料、决策与结果。 AI 会话负责控制整个工作流程。 每个 Model 都是一个“观察—行动—复盘”闭环。每个…
read the full growth-lab overview →
About instagram-skills
Instagram Marketing Skills for Claude Code and Codex Part of the linkedin skills family (400+ stars). Same voice engine and approve before publish flow, now for Instagram. Also available for X · YouTube · TikTok · Threads · Facebook. 9 skills that turn Claude Code and Codex into your Instagram content team. They write captions and Reels hooks in your voice, size hashtags, plan carousels and a full week of content, read your niche from real data, and optimize your profile. Every draft gets the AI tells stripped and waits for your approval before anything publishes. You supply the image or video; the skills write…
read the full instagram-skills overview →
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Frequently asked questions
Is growth-lab or instagram-skills more popular?
growth-lab has 1,994 GitHub stars and instagram-skills has 523. growth-lab has the larger community by that measure.
Are growth-lab and instagram-skills free?
Both are open source. growth-lab is licensed under Apache-2.0 and instagram-skills under MIT. Neither carries a licence fee.
What is the difference between growth-lab and instagram-skills?
growth-lab is written in Python and instagram-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, growth-lab or instagram-skills?
Choose growth-lab if you want the larger community (1,994 stars) or its Apache-2.0 licence terms. Choose instagram-skills if its feature set, stack or MIT licence fits better. Both are self-hostable.