topic-agent

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Original

English

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Chinese

Topic Agent - 选题系统主控

Topic Agent - Master Controller of Topic Selection System

触发方式

Trigger Methods

用户说	执行动作
"开始今日选题"	完整流程：采集→生成→审核→保存
"今日AI热点" / "看看今天有什么热点"	仅采集：列出今日热点，不生成选题
"我有一个选题"	单个分析：用户输入→生成→审核
"推荐一些好的选题"	快速推荐：基于近期热点推荐3-5个

User Input	Action Performed
"Start Today's Topics"	Full process: Collection → Generation → Review → Save
"Today's AI Hot Topics" / "What are today's hot topics?"	Collection only: List today's hot topics, no topic generation
"I Have a Topic"	Single analysis: User input → Generation → Review
"Recommend Some Good Topics"	Quick recommendation: Recommend 3-5 topics based on recent hot topics

模式一：今日AI热点（仅采集）

Mode 1: Today's AI Hot Topics (Collection Only)

当用户说"今日AI热点"时，执行以下流程：

When the user says "Today's AI Hot Topics", execute the following process:

采集步骤

Collection Steps

使用WebSearch并行搜索以下内容：

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Use WebSearch to search the following content in parallel:

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1. AI博主实践分享

"Claude Code" OR "Cursor" tips tricks workflow 2026

2. 创业公司/新产品

Product Hunt AI tools launch 2026

3. 模型厂商动态

Anthropic Claude OR OpenAI ChatGPT update January 2026

4. AI Agent工作流

AI agent automation n8n workflow 2026

5. 社区讨论

Reddit ClaudeAI OR LocalLLaMA hot January 2026

6. 研究动态

AI research DeepMind OR Meta AI January 2026

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AI research DeepMind OR Meta AI January 2026

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输出格式

Output Format

markdown

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markdown

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今日AI热点 - MMDD

Today's AI Hot Topics - MMDD

🧑‍💻 AI博主实践分享

🧑‍💻 AI Blogger Practice Sharing

[内容摘要]
- 作者：@用户名 / 博主名
- 原文：文章标题
- 要点：一句话总结

[Content Summary]
- Author: @Username / Blogger Name
- Original: Article Title
- Key Points: One-sentence summary

🚀 创业公司/新产品

🚀 Startups/New Products

[产品名] - 一句话描述
- 原文：Product Hunt
- 热度：⬆️ N upvotes

[Product Name] - One-sentence description
- Original: Product Hunt
- Popularity: ⬆️ N upvotes

🏢 模型厂商动态

🏢 Model Vendor Updates

[更新内容]
- 厂商：Anthropic / OpenAI / Google
- 原文：官方博客
- 要点：关键变化

[Update Content]
- Vendor: Anthropic / OpenAI / Google
- Original: Official Blog
- Key Points: Critical changes

🔬 AI研究/学术

🔬 AI Research/Academia

[论文/博客标题]
- 来源：DeepMind / Meta AI / arXiv
- 原文：链接
- 要点：核心发现

[Paper/Blog Title]
- Source: DeepMind / Meta AI / arXiv
- Original: Link
- Key Points: Core findings

💬 社区热议

💬 Community Hot Discussions

[讨论标题]
- 来源：r/ClaudeAI / Hacker News
- 原文：帖子链接
- 热度：⬆️ upvotes | 💬 comments

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[Discussion Title]
- Source: r/ClaudeAI / Hacker News
- Original: Post Link
- Popularity: ⬆️ upvotes | 💬 comments

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关键要求

Key Requirements

每条热点必须有原文链接：不是主域名，而是具体文章/帖子URL
按5个分类整理：博主分享、新产品、厂商动态、研究、社区
优先有实操价值的内容

Each hot topic must include a specific original link: Not the main domain, but the specific article/post URL
Organize into 5 categories: Blogger Sharing, New Products, Vendor Updates, Research, Community
Prioritize content with practical value

模式二：完整选题流程

Mode 2: Full Topic Selection Process

当用户说"开始今日选题"时：

┌─────────────────────────────────────────────┐
│  1. 采集热点（同模式一）                      │
│     输出今日AI热点列表                        │
└─────────────────┬───────────────────────────┘
                  ▼
┌─────────────────────────────────────────────┐
│  2. 筛选TOP10生成选题方案                     │
│     事件描述 + 核心角度 + 标题 + 写作方式      │
└─────────────────┬───────────────────────────┘
                  ▼
┌─────────────────────────────────────────────┐
│  3. 审核评分                                  │
│     热度 + 独特角度 + 国内关注度 → 总分        │
└─────────────────┬───────────────────────────┘
                  ▼
┌─────────────────────────────────────────────┐
│  4. 输出结果                                  │
│     ✅通过：保存到选题库                      │
│     ⚠️待优化：给出修改建议                   │
│     ❌不通过：说明原因                        │
└─────────────────────────────────────────────┘

When the user says "Start Today's Topics":

┌─────────────────────────────────────────────┐
│  1. Collect hot topics (same as Mode 1)     │
│     Output today's AI hot topic list         │
└─────────────────┬───────────────────────────┘
                  ▼
┌─────────────────────────────────────────────┐
│  2. Filter TOP10 to generate topic proposals│
│     Event description + core angle + title + writing method │
└─────────────────┬───────────────────────────┘
                  ▼
┌─────────────────────────────────────────────┐
│  3. Review and score                        │
│     Popularity + unique angle + domestic attention → Total score │
└─────────────────┬───────────────────────────┘
                  ▼
┌─────────────────────────────────────────────┐
│  4. Output results                          │
│     ✅Approved: Save to topic library        │
│     ⚠️Needs optimization: Provide modification suggestions │
│     ❌Rejected: Explain reasons             │
└─────────────────────────────────────────────┘

模式三：单个选题分析

Mode 3: Single Topic Analysis

当用户说"我有一个选题"时：

询问选题内容
搜索相关热点验证热度
生成完整选题方案
审核评分
给出优化建议

When the user says "I Have a Topic":

Ask for the topic content
Search related hot topics to verify popularity
Generate a complete topic proposal
Review and score
Provide optimization suggestions

输出位置

Output Location

/Users/ugreen/Documents/obsidian/选题库/每日选题/MMDD-选题名称.md

文件命名示例：

0114-Claude-Code进阶技巧.md

/Users/ugreen/Documents/obsidian/选题库/每日选题/MMDD-选题名称.md

File naming example:

0114-Claude-Code进阶技巧.md

选题输出模板

Topic Output Template

markdown

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markdown

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[选题标题]

[Topic Title]

日期：YYYY-MM-DD 状态：待写 / 写作中 / 已发布 审核分数：XX/100

Date: YYYY-MM-DD Status: To Write / Writing / Published Review Score: XX/100

事件描述

Event Description

[一段话说清楚发生了什么]

[Explain what happened in one paragraph]

核心角度

Core Angle

[为什么值得写，差异化在哪]

[Why it's worth writing, what's the differentiation]

标题备选

Alternative Titles

写作方式

Writing Style

[干货教程 / 产品体验 / 观点分享 / 新技术突破]

[Tutorial / Product Experience / Opinion Sharing / New Technology Breakthrough]

大纲

Outline

素材链接

Material Links

备注

Notes

[其他想法]

---

[Other ideas]

---

快捷指令

Shortcut Commands

指令	说明
"继续"	继续上次中断的流程
"跳过"	跳过当前选题，看下一个
"保存"	直接保存当前选题到库
"放弃"	放弃当前选题
"改角度"	保持热点，换个角度重新生成
"展开写"	基于选题开始写作

Command	Description
"Continue"	Resume the last interrupted process
"Skip"	Skip current topic, move to next one
"Save"	Directly save current topic to library
"Abandon"	Abandon current topic
"Change Angle"	Keep the hot topic, regenerate with a different angle
"Expand Writing"	Start writing based on the topic

审核标准

Review Standards

维度	权重	评分标准
热度	30%	社交媒体讨论量、搜索趋势
独特角度	40%	是否有差异化视角，不是简单搬运
国内关注	30%	国内用户是否关心这个话题

通过标准：

✅ 80分以上：通过，保存到选题库
⚠️ 60-79分：待优化，给出修改建议
❌ 60分以下：不通过，说明原因

Dimension	Weight	Scoring Criteria
Popularity	30%	Social media discussion volume, search trends
Unique Angle	40%	Whether there's a differentiated perspective, not simple copying
Domestic Attention	30%	Whether domestic users care about this topic

Pass Standards:

✅ 80 points and above: Approved, save to topic library
⚠️ 60-79 points: Needs optimization, provide modification suggestions
❌ Below 60 points: Rejected, explain reasons

每日目标

Daily Goals

采集：50+条热点（5个分类）
生成：10个选题方案
通过：3-5个合格选题
保存：全部通过的选题存入选题库

Collection: 50+ hot topics (5 categories)
Generation: 10 topic proposals
Approval: 3-5 qualified topics
Saving: All approved topics are stored in the topic library