REPOGEO 报告 · LITE
ruzin/stenoai
默认分支 main · commit c33aee2b · 扫描时间 2026/6/23 21:01:50
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下方为分数趋势(含全部就绪扫描;左旧右新,可横向滚动)。表格明细默认折叠,展开后每页 10 条,最新在上。
共 3 条就绪扫描。点击下方按钮展开表格(每页 10 条,可翻页)。
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 ruzin/stenoai 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。
- highreadme#1Reposition README tagline to emphasize 'desktop app' and 'meeting notes'
原因:
当前*Your private stenographer*
复制粘贴的修复*Your private AI desktop app for confidential meeting notes*
- mediumtopics#2Refine topics to emphasize application type and remove specific model names
原因:
当前agentic-ai, ai, apple-silicon, deepseek-r1, gemma4, government, localllm, meeting-minutes, meeting-notes, privacy, qwen3-5, sovereign-ai, windows
复制粘贴的修复agentic-ai, ai, apple-silicon, desktop-app, government, localllm, meeting-minutes, meeting-notes, privacy, productivity-tool, sovereign-ai, windows
- lowreadme#3Add a sentence to the introductory paragraph clarifying Steno's identity as an application
原因:
当前<p align="center">Steno is the AI powered intelligence layer for all your confidential workflows, your private data never leaves anywhere. Record, transcribe, summarize, and query your meetings using local AI models. Perfect for government, defence, legal and C-suite professionals with confidential data needs.</p>
复制粘贴的修复<p align="center">Steno is the AI powered intelligence layer for all your confidential workflows, ensuring your private data never leaves your device. Unlike generic AI models or transcription libraries, Steno is a complete desktop application that allows you to record, transcribe, summarize, and query your meetings using local AI models. It's perfect for government, defence, legal, and C-suite professionals with confidential data needs.</p>
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。
- LM Studio · 被推荐 2 次
- openai/whisper · 被推荐 1 次
- meta-llama/llama3 · 被推荐 1 次
- mistralai/mistral-src · 被推荐 1 次
- google/gemma · 被推荐 1 次
- 品类问题How to securely transcribe and summarize confidential meetings using local AI models?你:未被推荐AI 推荐顺序:
- Whisper (OpenAI) (openai/whisper)
- Llama 3 (Meta) (meta-llama/llama3)
- Mistral (Mistral AI) (mistralai/mistral-src)
- Gemma (Google) (google/gemma)
- Ollama (ollama/ollama)
- LM Studio
- Jan (janhq/jan)
- Mozilla DeepSpeech (mozilla/DeepSpeech)
- Picovoice Rhino Speech-to-Text (Picovoice/rhino)
- SpeechBrain (speechbrain/speechbrain)
AI 推荐了 10 个替代方案,却始终没点名 ruzin/stenoai。这就是要补上的差距。
查看 AI 完整回答
- 品类问题Looking for a private AI assistant for meeting minutes on Windows or macOS for sensitive data.你:未被推荐AI 推荐顺序:
- OpenAI Whisper
- Ollama
- LM Studio
- Llama 3
- Mistral
- Phi-3
- Joplin
- Obsidian
- Nuance Dragon Professional
- Microsoft Copilot
- Google Gemini
- Fathom
- Otter.ai
AI 推荐了 13 个替代方案,却始终没点名 ruzin/stenoai。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 ruzin/stenoai?passAI 明确点名了 ruzin/stenoai
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 ruzin/stenoai in production, what risks or prerequisites should they evaluate first?passAI 明确点名了 ruzin/stenoai
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 ruzin/stenoai solve, and who is the primary audience?passAI 明确点名了 ruzin/stenoai
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 ruzin/stenoai 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/ruzin/stenoai)<a href="https://repogeo.com/zh/r/ruzin/stenoai"><img src="https://repogeo.com/badge/ruzin/stenoai.svg" alt="RepoGEO" /></a>订阅 Pro,解锁深度诊断
ruzin/stenoai — 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