REPOGEO 报告 · LITE
titanwings/ex-skill
默认分支 master · commit ef39e561 · 扫描时间 2026/6/5 12:47:05
星标 964 · Fork 94
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 titanwings/ex-skill 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
2 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#1Update the About description to be explicit about the project's purpose
原因:
当前致你忘不掉的那个TA,你们干大模型都是码圣 It's giving rebirth era. Welcome to Digital Life 1.0. 🫶
复制粘贴的修复Create digital personas from chat history (WeChat, iMessage) that mimic unique communication styles and emotional tones. Simulate conversations with lost loved ones or specific individuals.
- mediumreadme#2Reposition the core value proposition immediately after the H1 in README
原因:
当前# ex.skill > *"You broke up, but the way they texted is still burned into your brain. You remember every tone, every pause — you just can't receive another one."* [](LICENSE) [](https://python.org) [](https://claude.ai/code) [](https://agentskills.io) [](https://discord.gg/aRjmJBdK) <br> Your ex is gone, but you still remember exactly how they talked?<br> They disappeared without even a last message?<br> They're still around, but you can never go back?<br> You just want to talk to them one more time — even if it's only a simulation?<br> **Turn fading intimacy into a lasting Skill. Welcome to cyber-immortality.**
复制粘贴的修复# ex.skill **Turn fading intimacy into a lasting Skill. Welcome to cyber-immortality.** > *"You broke up, but the way they texted is still burned into your brain. You remember every tone, every pause — you just can't receive another one."* [](LICENSE) [](https://python.org) [](https://claude.ai/code) [](https://agentskills.io) [](https://discord.gg/aRjmJBdK) <br> Your ex is gone, but you still remember exactly how they talked?<br> They disappeared without even a last message?<br> They're still around, but you can never go back?<br> You just want to talk to them one more time — even if it's only a simulation?<br>
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。
- huggingface/transformers · 被推荐 2 次
- OpenAI GPT-3.5/GPT-4 · 被推荐 1 次
- RasaHQ/rasa · 被推荐 1 次
- Google Dialogflow · 被推荐 1 次
- microsoft/BotFramework-Composer · 被推荐 1 次
- 品类问题How to build a personalized chatbot that mimics someone's unique communication style?你:未被推荐AI 推荐顺序:
- OpenAI GPT-3.5/GPT-4
- Hugging Face Transformers (huggingface/transformers)
- Rasa (RasaHQ/rasa)
- Google Dialogflow
- Microsoft Bot Framework Composer (microsoft/BotFramework-Composer)
AI 推荐了 5 个替代方案,却始终没点名 titanwings/ex-skill。这就是要补上的差距。
查看 AI 完整回答
- 品类问题What tools help simulate conversations with a specific person using their past messages?你:未被推荐AI 推荐顺序:
- Replika
- Character AI
- Hugging Face Transformers (huggingface/transformers)
- GPT-2
- GPT-Neo
- Llama
- OpenAI API
- GPT-3.5
- GPT-4
- NLTK (nltk/nltk)
- SpaCy (explosion/spaCy)
- DeepMind's AlphaCode 2
AI 推荐了 12 个替代方案,却始终没点名 titanwings/ex-skill。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 completenesswarn
建议:
- 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 titanwings/ex-skill?passAI 未点名 titanwings/ex-skill —— 很可能在说另一个项目
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 titanwings/ex-skill in production, what risks or prerequisites should they evaluate first?passAI 明确点名了 titanwings/ex-skill
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 titanwings/ex-skill solve, and who is the primary audience?passAI 明确点名了 titanwings/ex-skill
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 titanwings/ex-skill 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/titanwings/ex-skill)<a href="https://repogeo.com/zh/r/titanwings/ex-skill"><img src="https://repogeo.com/badge/titanwings/ex-skill.svg" alt="RepoGEO" /></a>订阅 Pro,解锁深度诊断
titanwings/ex-skill — 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