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soulteary/docker-prompt-generator
默认分支 main · commit 72206d9e · 扫描时间 2026/5/10 22:17:37
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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 soulteary/docker-prompt-generator 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 the README's opening to clarify its purpose for AI model prompts
原因:
当前# Docker Prompt Generator [中文文档](./README-CN.md) > Using a Model to generate prompts for Model applications (MidJourney, Stable Diffusion, etc...)
复制粘贴的修复# Docker Prompt Generator > **Generate creative prompts for AI image models like MidJourney and Stable Diffusion.** This tool helps you create effective prompts for applications such as MidJourney and Stable Diffusion, and is designed to run conveniently within a Docker environment. [中文文档](./README-CN.md)
- mediumreadme#2Add a dedicated 'What it does' section to reinforce the core purpose
原因:
复制粘贴的修复## What it does This project provides a convenient, self-hosted solution to automatically create varied and effective prompts for generative AI image creation tools like MidJourney and Stable Diffusion. It leverages models to generate high-quality prompts, helping users overcome creative blocks and achieve better results.
- lowcomparison#3Add a comparison section to differentiate from alternatives
原因:
复制粘贴的修复## Comparison with other Prompt Tools Unlike general AI assistants (e.g., ChatGPT, Copilot) that offer broad capabilities, `Docker Prompt Generator` is specifically designed for generating prompts for AI image models like MidJourney and Stable Diffusion. It offers a self-hosted, open-source alternative to commercial prompt marketplaces (e.g., Lexica.art, PromptBase), giving users full control over their prompt generation process and data.
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。
- Lexica.art · 被推荐 1 次
- PromptBase · 被推荐 1 次
- Midjourney · 被推荐 1 次
- ChatGPT / GPT-4 · 被推荐 1 次
- Stability AI · 被推荐 1 次
- 品类问题How to generate effective and varied prompts for AI image creation tools?你:未被推荐AI 推荐顺序:
- Lexica.art
- PromptBase
- Midjourney
- ChatGPT / GPT-4
- Stability AI
- RunwayML
AI 推荐了 6 个替代方案,却始终没点名 soulteary/docker-prompt-generator。这就是要补上的差距。
查看 AI 完整回答
- 品类问题Looking for a self-hosted solution to automatically create prompts for generative AI.你:未被推荐AI 推荐顺序:
- LangChain (langchain-ai/langchain)
- LlamaIndex (run-llama/llama_index)
- PromptPerfect
- OpenPrompt (prompt-engineering/openprompt)
- Jinja2 (pallets/jinja)
- Handlebars (handlebars-lang/handlebars.js)
- Haystack (deepset-ai/haystack)
AI 推荐了 7 个替代方案,却始终没点名 soulteary/docker-prompt-generator。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 soulteary/docker-prompt-generator?passAI 明确点名了 soulteary/docker-prompt-generator
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 soulteary/docker-prompt-generator in production, what risks or prerequisites should they evaluate first?passAI 明确点名了 soulteary/docker-prompt-generator
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 soulteary/docker-prompt-generator solve, and who is the primary audience?passAI 明确点名了 soulteary/docker-prompt-generator
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 soulteary/docker-prompt-generator 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/soulteary/docker-prompt-generator)<a href="https://repogeo.com/zh/r/soulteary/docker-prompt-generator"><img src="https://repogeo.com/badge/soulteary/docker-prompt-generator.svg" alt="RepoGEO" /></a>订阅 Pro,解锁深度诊断
soulteary/docker-prompt-generator — 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