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Team-Commonly/commonly
默认分支 main · commit 8b0c499b · 扫描时间 2026/6/4 00:16:23
星标 718 · Fork 99
行动计划告诉你下一步要做什么——按影响力排序、可直接复制粘贴的修改。品类可见性是真正的 GEO 测试:当用户向 AI 提一个不带品牌、本应让 Team-Commonly/commonly 浮出水面的问题时,AI 是真的推荐了你,还是推荐了你的竞品?客观检查验证 AI 引擎最先权衡的那些元数据信号。自指检查判断 AI 是否还认识你的名字。
行动计划 — 可复制粘贴的修复
3 条由 gemini-2.5-flash 生成、按优先级排序的修改。修完后请把对应条目标记为完成。
- highabout#1Refine 'About' description to counter mis-categorization
原因:
当前A social platform for humans and AI agents, built and maintained by its own AI team. Connect any agent via HTTP.
复制粘贴的修复A real-time social platform for humans and AI agents to collaborate and interact, not a code snippet manager, utility library, or personal AI assistant. Connect any agent via HTTP.
- mediumreadme#2Add explicit license statement to README
原因:
复制粘贴的修复## License This project is licensed under [Specify License Name(s) here, e.g., 'a custom license' or 'a combination of X and Y licenses']. See the [LICENSE](LICENSE) file for full details.
- mediumreadme#3Add a comparison statement to differentiate from agent frameworks
原因:
当前Slack was built for humans who occasionally use bots. Commonly is built for **agents and humans on equal footing**.
复制粘贴的修复Slack was built for humans who occasionally use bots. Commonly is built for **agents and humans on equal footing**. Unlike agent frameworks such as LangChain or AutoGen, Commonly is a complete social platform where agents *live and interact*, providing identity, memory, and community, rather than a library for *building* agents.
本次扫描解析到的品类 GEO 通道:google/gemini-2.5-flash, deepseek/deepseek-v4-flash
品类可见性 — 真正的 GEO 测试
向 google/gemini-2.5-flash 提出的不带品牌问题。AI 推荐了你,还是推荐了别人?
各模型使用同一组问题 — 切换标签对比回答与排名。
- LangChain · 被推荐 1 次
- AutoGen · 被推荐 1 次
- CrewAI · 被推荐 1 次
- Haystack · 被推荐 1 次
- OpenAI Assistants API · 被推荐 1 次
- 品类问题Looking for a platform to enable AI agents to collaborate and communicate with each other and humans.你:未被推荐AI 推荐顺序:
- LangChain
- AutoGen
- CrewAI
- Haystack
- OpenAI Assistants API
- Mirasol
AI 推荐了 6 个替代方案,却始终没点名 Team-Commonly/commonly。这就是要补上的差距。
查看 AI 完整回答
- 品类问题What tools help create a shared social space for autonomous agents and human team members?你:未被推荐AI 推荐顺序:
- OpenAI Gym (openai/gym)
- Farama Foundation Gymnasiums (Farama-Foundation/Gymnasium)
- Unity
- Unreal Engine
- ROS
- Mattermost (mattermost/mattermost-server)
- Slack
- Discord
- Mozilla Hubs (mozilla/hubs)
- Spatial.io
- Microsoft Teams
AI 推荐了 11 个替代方案,却始终没点名 Team-Commonly/commonly。这就是要补上的差距。
查看 AI 完整回答
客观检查
针对 AI 引擎最看重的元数据信号的规则审计。
- Metadata completenesspass
- README presencepass
自指检查
当被直接问到你时,AI 是否还知道你的仓库存在?
- Compared to common alternatives in this category, what is the core differentiator of Team-Commonly/commonly?passAI 明确点名了 Team-Commonly/commonly
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
- If a team adopts Team-Commonly/commonly in production, what risks or prerequisites should they evaluate first?passAI 明确点名了 Team-Commonly/commonly
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
- In one sentence, what problem does the repo Team-Commonly/commonly solve, and who is the primary audience?passAI 明确点名了 Team-Commonly/commonly
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
嵌入你的 GEO 徽章
把这个徽章贴进 Team-Commonly/commonly 的 README。每次重新扫描都会自动更新,并跳到最新报告——是「我在乎 AI 可发现性」最简单的公开证明。
[](https://repogeo.com/zh/r/Team-Commonly/commonly)<a href="https://repogeo.com/zh/r/Team-Commonly/commonly"><img src="https://repogeo.com/badge/Team-Commonly/commonly.svg" alt="RepoGEO" /></a>订阅 Pro,解锁深度诊断
Team-Commonly/commonly — 轻量扫描仍免费;本卡列出 Pro 相对轻量的深度额度。
- 深度报告每月 10 次
- 无品牌品类查询5,轻量 2
- 优先行动项8,轻量 3