Topic Agent - Master Controller of Topic Selection System

Trigger Methods

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

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

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

Collection Steps

Use WebSearch to search the following content in parallel:

# 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

Output Format

markdown

## Today's AI Hot Topics - MMDD

---

### 🧑‍💻 AI Blogger Practice Sharing

1. **[Content Summary]**
   - Author: @Username / Blogger Name
   - Original: [Article Title](https://specificURL)
   - Key Points: One-sentence summary

---

### 🚀 Startups/New Products

1. **[Product Name]** - One-sentence description
   - Original: [Product Hunt](https://producthunt.com/posts/xxx)
   - Popularity: ⬆️ N upvotes

---

### 🏢 Model Vendor Updates

1. **[Update Content]**
   - Vendor: Anthropic / OpenAI / Google
   - Original: [Official Blog](https://specificURL)
   - Key Points: Critical changes

---

### 🔬 AI Research/Academia

1. **[Paper/Blog Title]**
   - Source: DeepMind / Meta AI / arXiv
   - Original: [Link](https://specificURL)
   - Key Points: Core findings

---

### 💬 Community Hot Discussions

1. **[Discussion Title]**
   - Source: r/ClaudeAI / Hacker News
   - Original: [Post Link](https://specificURL)
   - Popularity: ⬆️ upvotes | 💬 comments

Key Requirements

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

Mode 2: Full Topic Selection Process

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             │
└─────────────────────────────────────────────┘

Mode 3: Single Topic Analysis

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

Output Location

/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

Topic Output Template

markdown

# [Topic Title]

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

## Event Description
[Explain what happened in one paragraph]

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

## Alternative Titles
1.
2.
3.

## Writing Style
[Tutorial / Product Experience / Opinion Sharing / New Technology Breakthrough]

## Outline
1.
2.
3.

## Material Links
- [Source 1 Title](https://specificURL)
- [Source 2 Title](https://specificURL)
- [Source 3 Title](https://specificURL)

## Notes
[Other ideas]

Shortcut Commands

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

Review Standards

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

Daily Goals

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

topic-agent

NPX Install

Tags

SKILL.md Content (Chinese)