REPOGEO REPORT · LITE
titanwings/ex-skill
Default branch master · commit ef39e561 · scanned 6/5/2026, 12:47:05 PM
GitHub: 964 stars · 94 forks
Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface titanwings/ex-skill, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.
Action plan — copy-paste fixes
2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.
- highabout#1Update the About description to be explicit about the project's purpose
Why:
CURRENT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. 🫶
COPY-PASTE FIXCreate 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
Why:
CURRENT# 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.**
COPY-PASTE FIX# 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>
Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash
Category visibility — the real GEO test
Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?
Same questions for every model — switch tabs to compare answers and rankings.
- huggingface/transformers · recommended 2×
- OpenAI GPT-3.5/GPT-4 · recommended 1×
- RasaHQ/rasa · recommended 1×
- Google Dialogflow · recommended 1×
- microsoft/BotFramework-Composer · recommended 1×
- CATEGORY QUERYHow to build a personalized chatbot that mimics someone's unique communication style?you: not recommendedAI recommended (in order):
- OpenAI GPT-3.5/GPT-4
- Hugging Face Transformers (huggingface/transformers)
- Rasa (RasaHQ/rasa)
- Google Dialogflow
- Microsoft Bot Framework Composer (microsoft/BotFramework-Composer)
AI recommended 5 alternatives but never named titanwings/ex-skill. This is the gap to close.
Show full AI answer
- CATEGORY QUERYWhat tools help simulate conversations with a specific person using their past messages?you: not recommendedAI recommended (in order):
- 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 recommended 12 alternatives but never named titanwings/ex-skill. This is the gap to close.
Show full AI answer
Objective checks
Rule-based audits of metadata signals AI engines weight most.
- Metadata completenesswarn
Suggestion:
- README presencepass
Self-mention check
Does AI even know your repo exists when asked about it directly?
- Compared to common alternatives in this category, what is the core differentiator of titanwings/ex-skill?passAI did not name titanwings/ex-skill — likely talking about a different project
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- If a team adopts titanwings/ex-skill in production, what risks or prerequisites should they evaluate first?passAI named titanwings/ex-skill explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- In one sentence, what problem does the repo titanwings/ex-skill solve, and who is the primary audience?passAI named titanwings/ex-skill explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
Embed your GEO score
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titanwings/ex-skill — Lite scans stay free; this card itemizes Pro deep limits vs Lite.
- Deep reports10 / month
- Brand-free category queries5 vs 2 in Lite
- Prioritized action items8 vs 3 in Lite