Gen z style clean by dongyu19920904 · Pull Request #9 · justlovemaki/CloudFlare-AI-Insight-Daily

dongyu19920904 · 2025-12-09T09:37:46Z

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改造内容： - 7个Prompt文件全部优化为Gen-Z语言风格 - 从官方新闻稿变成朋友聊科技风格 - 强调实用价值（对开发者/创作者/学生的帮助） - 100-150字精简表达 - 优化日报输出格式 - 新增快速导航模块 - 新增互动区板块 - 保持今日摘要和资讯主体目标：让AI日报更适合年轻用户阅读和分享

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Pull request overview

This PR implements a "Gen Z style" rewrite of AI content generation prompts, transforming formal, professional Chinese prompts into casual, internet-friendly language targeting younger audiences (16-25 year olds). The changes aim to make AI news summaries more engaging and accessible.

Key Changes:

Rewrote all system prompts (summarization, podcast, and daily analysis) with conversational tone, internet slang, and emoji
Added new navigation and interaction sections to the generated content
Updated prompt structure to emphasize practical value and audience engagement

Reviewed changes

Copilot reviewed 8 out of 8 changed files in this pull request and generated 10 comments.

Show a summary per file

File	Description
`src/prompt/summarizationSimplifyPrompt.js`	Simplified prompt from formal instructions to casual "人话翻译器" (plain language translator) style with examples
`src/prompt/summarizationPromptStepZero.js`	Transformed from professional assistant to tech blogger persona with B站 up主 style, added emoji and practical value focus
`src/prompt/summarizationPromptStepTwo.js`	Changed from professional editor to casual "去水" (de-watering) editor with target length of 100-150 characters
`src/prompt/summarizationPromptStepThree.js`	Updated 100-character summary prompt with more structured 3-line format and casual examples
`src/prompt/podcastFormattingPrompt.js`	Rewritten for Gen Z podcast audience with storytelling approach and friend-chat style; contains syntax error
`src/prompt/dailyAnalysisPrompt.js`	Simplified from 10-year analyst persona to casual observer creating 3-sentence daily summaries; incomplete migration with leftover code
`src/handlers/genAIContent.js`	Added navigation section and interactive comment prompt to generated output
`daily/2025-12-09.md`	Generated daily report example demonstrating new casual style; contains typo

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Copilot · 2025-12-09T09:42:47Z

src/handlers/genAIContent.js

        dailySummaryMarkdownContent += '\n\n### **今日摘要**\n\n```\n' + outputOfCall3 + '\n```\n\n';

+        // 快速导航（新增）
+        dailySummaryMarkdownContent += '\n\n## ⚡ 快速导航\n\n';
+        dailySummaryMarkdownContent += '- [📰 今日 AI 资讯](#今日ai资讯) - 最新动态速览\n';


Inconsistent title formatting. Line 32 uses "### 今日摘要" while line 302 uses "## ⚡ 快速导航" (different heading level and style). The navigation section also references "#今日ai资讯" (line 302) but the actual section title in the prompt files uses "今日 AI 资讯" with a space. This anchor link may not work correctly due to the case and spacing mismatch.

Suggested change

dailySummaryMarkdownContent += '\n\n### **今日摘要**\n\n```\n' + outputOfCall3 + '\n```\n\n';

// 快速导航（新增）

dailySummaryMarkdownContent += '\n\n## ⚡ 快速导航\n\n';

dailySummaryMarkdownContent += '- [📰 今日 AI 资讯](#今日ai资讯) - 最新动态速览\n';

dailySummaryMarkdownContent += '\n\n## 📝 今日摘要\n\n```\n' + outputOfCall3 + '\n```\n\n';

// 快速导航（新增）

dailySummaryMarkdownContent += '\n\n## ⚡ 快速导航\n\n';

dailySummaryMarkdownContent += '- [📰 今日 AI 资讯](#今日-ai-资讯) - 最新动态速览\n';

Copilot · 2025-12-09T09:42:47Z

daily/2025-12-09.md

+### **今日摘要**
+
+```
+可灵主体库提升角色一致性并降视频电商成本，阿里虚拟人支持长时直播。  


Typo in the word "降". Line 10 contains "可灵主体库提升角色一致性并降视频电商成本" which appears to be missing a character. It should likely be "降低视频电商成本" (reduce video e-commerce costs) rather than just "降视频电商成本".

Suggested change

可灵主体库提升角色一致性并降视频电商成本，阿里虚拟人支持长时直播。

可灵主体库提升角色一致性并降低视频电商成本，阿里虚拟人支持长时直播。

Copilot · 2025-12-09T09:42:47Z

daily/2025-12-09.md

+
+
+
+### **今日 AI 资讯**


[nitpick] Spacing inconsistency in the section title. Line 17 uses "### 今日 AI 资讯" (with a space between 今日 and AI), but throughout the codebase there's inconsistent usage - some places use "今日AI资讯" without space. While this is already present in the generated output file, the inconsistency originates from the prompt definitions and should be standardized.

Suggested change

### **今日 AI 资讯**

### **今日AI资讯**

Copilot · 2025-12-09T09:42:48Z

src/prompt/summarizationPromptStepZero.js

+   - 可以轻微"毒舌"，但别刻薄
+
+**格式要求：**
+- 标题：### **今日 AI 资讯**


Inconsistent spacing in the title format. Line 37 has a space before "AI" (### 今日 AI 资讯) while line 33 has no space (### 今日AI资讯). This inconsistency should be corrected to maintain uniform formatting throughout the prompts.

Suggested change

- 标题：### **今日 AI 资讯**

- 标题：### **今日AI资讯**

Copilot · 2025-12-09T09:42:48Z

src/prompt/podcastFormattingPrompt.js

+
+现在，把下面的内容改成播客脚本：
+    `;
    `;


Duplicate closing backtick on line 33. The template string has two closing backticks ( ;\n ;), which will cause a syntax error. Remove one of the duplicate closing sequences.

Suggested change

`;

Copilot · 2025-12-09T09:42:48Z

src/prompt/podcastFormattingPrompt.js

+目标受众：16-25 岁的学生、开发者、创作者（通勤/做饭/睡前听）
+
+播客风格：像朋友聊天不是新闻联播，可以吐槽调侃但要有态度，技术名词要解释但别讲课，适当加梗和类比让复杂的事好懂。


[nitpick] Missing punctuation and inconsistent spacing. The sentence "目标受众：16-25 岁的学生、开发者、创作者（通勤/做饭/睡前听）" should have a period or line break at the end for proper formatting. Similarly, line 17 "播客风格：像朋友聊天不是新闻联播，可以吐槽调侃但要有态度，技术名词要解释但别讲课，适当加梗和类比让复杂的事好懂。" is a very long run-on sentence that could benefit from better punctuation or breaking into multiple points.

Suggested change

目标受众：16-25 岁的学生、开发者、创作者（通勤/做饭/睡前听）

播客风格：像朋友聊天不是新闻联播，可以吐槽调侃但要有态度，技术名词要解释但别讲课，适当加梗和类比让复杂的事好懂。

目标受众：16-25 岁的学生、开发者、创作者（通勤/做饭/睡前听）。

播客风格：

1. 像朋友聊天，不是新闻联播。

2. 可以吐槽、调侃，但要有态度。

3. 技术名词要解释，但别讲课。

4. 适当加梗和类比，让复杂的事好懂。

Copilot · 2025-12-09T09:42:49Z

src/handlers/genAIContent.js

+        // 快速导航（新增）
+        dailySummaryMarkdownContent += '\n\n## ⚡ 快速导航\n\n';
+        dailySummaryMarkdownContent += '- [📰 今日 AI 资讯](#今日ai资讯) - 最新动态速览\n';
+        dailySummaryMarkdownContent += '- [💬 互动区](#互动区) - 来聊聊你的看法\n\n';


Missing section ID for the navigation link. Line 303 references "#互动区" but the interactive section is added at line 310 without an explicit anchor ID. While Markdown processors typically auto-generate IDs from headers, it's better practice to ensure the section exists and is reachable, especially since Chinese characters in anchor links may have encoding issues in some Markdown renderers.

Copilot · 2025-12-09T09:42:49Z

src/handlers/genAIContent.js

+        // 今日摘要板块
        dailySummaryMarkdownContent += '\n\n### **今日摘要**\n\n```\n' + outputOfCall3 + '\n```\n\n';

+        // 快速导航（新增）
+        dailySummaryMarkdownContent += '\n\n## ⚡ 快速导航\n\n';
+        dailySummaryMarkdownContent += '- [📰 今日 AI 资讯](#今日ai资讯) - 最新动态速览\n';
+        dailySummaryMarkdownContent += '- [💬 互动区](#互动区) - 来聊聊你的看法\n\n';
+
+        // 今日 AI 资讯（原有内容）
        dailySummaryMarkdownContent += `\n\n${removeMarkdownCodeBlock(outputOfCall2)}`;
+
+        // 互动模块（新增）


[nitpick] Inconsistent spacing and formatting in comments. Line 297 uses "// 今日摘要板块" with Chinese text in a comment, while line 300 uses "// 快速导航（新增）" and line 305 uses "// 今日 AI 资讯（原有内容）". The annotation style is inconsistent - some say "(新增)" while others say "(原有内容)". Consider standardizing the comment format for better code readability.

Copilot · 2025-12-09T09:42:49Z

src/prompt/summarizationPromptStepTwo.js

+   - 保持态度（"值得关注" / "可以观望"）
+
+**格式：**
+- 标题：### **今日 AI 资讯**


Inconsistent spacing in "今日 AI 资讯" throughout the prompt file. Line 33 uses "### 今日AI资讯" (no space) while other locations in the codebase use "今日 AI 资讯" (with space). This inconsistency should be resolved by choosing one format and applying it consistently across all prompt files.

Copilot · 2025-12-09T09:42:49Z

src/prompt/dailyAnalysisPrompt.js

+现在，从下面的内容中提炼今日最重要的 3 件事：`;
    伦理与社会影响深思：
    深入探讨其可能引发的伦理问题（如算法偏见、透明度缺失、问责机制、对就业市场的影响、数字鸿沟等）。
    分析其对社会结构、人类行为模式、社会公平性及公共福祉可能产生的广泛而深远的影响。


The prompt appears to be incomplete. Line 57 ends with : followed by old code from lines 58-60 that discusses ethics and social impact analysis, which doesn't match the new prompt structure about extracting "today's 3 most important things". The old content from the previous version seems to have been accidentally left in.

dongyu19920904 added 2 commits December 9, 2025 16:02

Create daily summary file for 2025-12-09

2bcbf6e

Copilot AI review requested due to automatic review settings December 9, 2025 09:37

Copilot started reviewing on behalf of dongyu19920904 December 9, 2025 09:38 View session

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dongyu19920904 added 2 commits December 9, 2025 18:45

Create .env

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Gen z style clean#9

Gen z style clean#9
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dongyu19920904:gen-z-style-clean

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	可灵主体库提升角色一致性并降视频电商成本，阿里虚拟人支持长时直播。
	可灵主体库提升角色一致性并降低视频电商成本，阿里虚拟人支持长时直播。

	- 标题：### 今日 AI 资讯
	- 标题：### 今日AI资讯

		目标受众：16-25 岁的学生、开发者、创作者（通勤/做饭/睡前听）

		播客风格：像朋友聊天不是新闻联播，可以吐槽调侃但要有态度，技术名词要解释但别讲课，适当加梗和类比让复杂的事好懂。

-目标受众：16-25 岁的学生、开发者、创作者（通勤/做饭/睡前听）
-播客风格：像朋友聊天不是新闻联播，可以吐槽调侃但要有态度，技术名词要解释但别讲课，适当加梗和类比让复杂的事好懂。
+目标受众：16-25 岁的学生、开发者、创作者（通勤/做饭/睡前听）。
+播客风格：
+. 像朋友聊天，不是新闻联播。
+. 可以吐槽、调侃，但要有态度。
+. 技术名词要解释，但别讲课。
+. 适当加梗和类比，让复杂的事好懂。

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