Market Trends
Gemini Executive Synthesis
This issue is a reflective piece on human memory and its selective nature, contrasting it with the idea of an AI skill. The user shares a 40,000-word memoir, implying that such detailed, emotionally rich narratives could serve as input for the "ex-skill" AI. This highlights the potential for qualitative, narrative data as a training source.
Technical Positioning
The product aims to capture the essence of an ex-partner. This issue suggests that deeply personal, narrative accounts, beyond just chat logs, could be valuable for achieving a more nuanced and emotionally accurate AI representation.
SaaS Insight & Market Implications
This issue provides a qualitative perspective on data input for the `ex-skill` product, contrasting the selective nature of human memory with the potential for AI to capture nuanced emotional detail. The user's submission of a 40,000-word memoir suggests a willingness to provide extensive narrative data beyond mere chat logs. This indicates a potential market for AI models capable of processing and synthesizing rich, descriptive, and emotionally charged textual inputs to create a more profound and accurate simulation. The implication is that while quantitative data (chat history) is crucial, qualitative, narrative data could significantly enhance the AI's ability to replicate an ex-partner's essence, offering a deeper, more resonant user experience.
Proprietary Technical Taxonomy
Raw Developer Origin & Technical Request
GitHub Issue
Apr 1, 2026
Repo: therealXiaomanChu/ex-skill
是呀 人的记忆是一种不讲道理的存储介质 突然想起了前段时间写的一个 4 万字的短篇回忆录
深受触动："人的记忆是一种不讲道理的存储介质。 你记不住高数公式，记不住车牌号，记不住今天是几号，但你清楚记得四年前的一个下午ta穿了一件白T恤站在便利店门口等你，手里拿着两根冰棍，一根给你，一根ta自己。 "
时隔 10 年，依然清晰的记着当年走进教室的那一刻：“教室中间偏前的位置，第二排。她侧着身子跟旁边一个女生说话，扎着马尾，刘海齐齐的，穿了一件半袖，胳膊露在外面，白得发光。窗户在她左手边，九月的太阳还挺毒，光从窗户斜着打进来，正好落在她那一片。她在笑，笑得很开心，眼睛弯着，手里拿着一支笔在转，转得不太熟练，笔掉了，她捡起来又转，又掉了，旁边那个女生笑她，她也笑。”
 
“乌溜溜的黑眼珠和你的笑脸，怎么也难忘记你容颜的转变。轻飘飘的旧时光就这么溜走，转头回去看看时已匆匆数年……”
Adjacent Repository Pain Points
Other highly discussed features and pain points extracted from therealXiaomanChu/ex-skill.
Extracted Positioning
The user asks if it's possible to "replicate" an ex-partner via the AI skill even if all records and contact information have been deleted. This is another instance of the data availability problem, compounded by the emotional context of complete data loss. The comments are humorous but reinforce the idea of "replication."
The product's core value is "distilling" an ex-partner. This issue highlights the extreme end of the data scarcity problem, where the user has no input data.
Top Replies
她不是已经复刻一个了吗
> 她不是已经复刻一个了吗 6666
> 她不是已经复刻一个了吗 666
Extracted Positioning
The user raises a profound psychological and ethical concern: if the AI is too realistic, it might replicate the negative aspects of the past relationship, specifically the act of "abandonment." This points to the emotional risks and ethical considerations of highly realistic AI simulations.
The product aims for high fidelity in simulating an ex-partner. This issue highlights the double-edged sword of such realism, where negative experiences could also be replicated.
Top Replies
呜呜
我有个朋友让你憋说了😠
呜呜呜呜，我要举报你！呜呜呜
Extracted Positioning
This issue is a feature request aggregation for the "ex-skill" project. Users are requesting advanced AI capabilities such as voice cloning, multi-ex support, scenario simulation, session summarization for continuous memory, and more realistic interaction patterns (e.g., delayed responses, "breaking up" probability). There are also mentions of data extraction and file size/type issues.
The project aims to create a highly realistic and emotionally resonant AI simulation of an ex-partner. The requested features push towards greater immersion, personalization, and advanced AI conversational capabilities, moving beyond basic text-based imitation.
Top Replies
1. 语音克隆功能，提供ta的音频后能克隆语音，模仿发声 2. 支持切换多个前任 3. 设置场景，看多个前任的对话过程
希望能加上 每一次对话之后/对话特定条数 能输出 session summary 然后在开始新对话前 加载前N天/前N个summary 实现记忆不中断？ 我请gpt写了一下可能可以实现的方案： https://chatgpt.com/share/69ce03e5-df74-...
1%的概率下分手，成为前任
Extracted Positioning
The user expresses a desire to "distill the physical body" and replace the "head" (intelligence/personality) with advanced LLMs like Opus or Grok, implying dissatisfaction with the current AI's cognitive capabilities or a desire for a different kind of simulation. This is a feature request for modularity and advanced AI integration.
The product aims to "distill an ex-partner into an AI Skill." This user's comment suggests a desire to separate the "essence" (personality/communication style) from the underlying intelligence, or to upgrade the intelligence with state-of-the-art models.
Extracted Positioning
The user is asking about the data handling capacity of the "ex-skill" product, specifically if it can process "tens of gigabytes" of data. This points to a technical limitation or concern regarding data ingestion and storage for training the AI.
The product relies on user-provided data to "distill" an ex-partner. The ability to handle large datasets is crucial for the fidelity and depth of the AI model.
Engagement Signals
Cross-Market Term Frequency
Quantifies the cross-market adoption of foundational terms like 记忆是一种不讲道理的存储介质 and 短篇回忆录 by tracking occurrence frequency across active SaaS architectures and enterprise developer debates.