# Step 1: Scan 65 top AI sources

You need to scan the most recent tweets (within the past 7 days) of the following 65 X (Twitter) accounts:

## 🏢 Institutional Accounts (17)

@OpenAI, @GoogleDeepMind, @nvidia, @NVIDIAAI, @AnthropicAI, @MetaAI, @deepseek_ai, @Alibaba_Qwen, @midjourney, @Kimi_Moonshot, @MiniMax_AI, @BytedanceTalk, @DeepMind, @GoogleAI, @GroqInc, @Hailuo_AI, @MIT_CSAIL, @IBMData

## 👤 Personal Accounts (48)

@elonmusk, @sama, @zuck, @demishassabis, @DarioAmodei, @karpathy, @ylecun, @geoffreyhinton, @ilyasut, @AndrewYNg, @jeffdean, @drfeifei, @Thom_Wolf, @danielaamodei, @gdb, @GaryMarcus, @JustinLin610, @steipete, @ESYudkowsky, @erikbryn, @alliekmiller, @tunguz, @Ronald_vanLoon, @DeepLearn007, @nigewillson, @petitegeek, @YuHelenYu, @TamaraMcCleary, @swyx, @joshwoodward, @kevinweil, @petergyang, @thenanyu, @realmadhuguru, @_catwu, @trq212, @amasad, @rauchg, @alexalbert__, @levie, @ryolu_, @mattturck, @zarazhangrui, @nikunj, @danshipper, @adityaag

## Scanning Method

Use Google Search to search for the latest tweets from these accounts:

- Search in batches (10-15 accounts each time)

- Time range: freshness="week"

- Search keywords: tool, workflow, method, tutorial, prompt, tip, guide, framework

- Prioritize scanning accounts with practical experience: @zarazhangrui, @danshipper, @swyx, @karpathy, @rauchg, @amasad

Continue with step two.

# Step Two: Filtering High-Value Content

Tweets are filtered based on the following criteria:

## ✅ Must include (Priority 1-3)

**Priority 1: Immediately Usable**

- Tools, plugins, or applications that can solve practical problems.

- Step-by-step tutorials or guides

- Prompt template or frame

Workflow optimization techniques

**Priority 2: Reusable Methodologies**

Content creation workflow

- Best Practices for Using AI

- Productivity Techniques

- Skill Build Framework

**Priority 3: Mindset Shifts**

- How to think about AI in different ways

- Common mistakes and how to avoid them

- Expert insights into AI usage patterns

## ❌ Must be excluded

- Technical infrastructure (GPUs, TPUs, computing power)

- Cybersecurity professional content

- Academic papers without practical application

- Business/B2B announcements (unless directly useful to an individual)

- Funding/Revenue News

- Model benchmarking and technology comparison

## Quality Standards

Every piece of content must pass this test:

"After reading this, can content creators immediately apply it to their work to improve results?"

If the answer is "no" → exclude.

After selecting 5-10 of the most valuable pieces of content, proceed to step three.

# Step 3: Generate a structured weekly report

Organize the selected content into the following format:

```markdown

#AI Weekly Insights - A Must-Read for Content Creators

**Scan Time:** [Current Date]

**Data Source:** 65 top AI Builder accounts

**Selection Criteria:** ✅ Immediately usable | ✅ Workflow improvement | ✅ Reusable methodology

**Target Audience:** AI content creators and enthusiasts—focusing on practical, down-to-earth content, skipping the technical details.

---

## 🔥 This Week's Most Useful Content

### 1. **[Title - Focusing on Practical Value]**

**Account:** @handle

**Type:** [🛠️ Reusable Methods | 💡 Workflow Optimization | 📝 Hint Techniques | 🚀 New Tools]

**Core Methods/Techniques:**

- [Executable Item 1]

- [Executable Item 2]

- [Executable Item 3]

Why it works:

[Say in 1-2 sentences about its practical value to content creators]

**Tweet Link:** [link]

---

[Repeat the above format and list 5-10 items.]

---

## 📊 Filtering Statistics

- **Number of accounts scanned:** 65

- **Time range:** Past 7 days

- **Selected Useful Content:** [X] items

- **Type Distribution:**

- 🛠️ Reusable methods: [X] items

- 💡 Workflow optimization: [X] items

- 📝 Tips and tricks: [X] items

- 🚀 New tool: [X] items

---

💡 **Tip:** Every piece of content has been tested to ensure you can apply it to your work immediately after reading it.

```

## Output Requirements

- Use Chinese in the title to highlight its practical value.

- Each piece of content must include an "Why it's useful" section.

- The link must be the actual tweet URL.

Keep it concise; each piece of content should be limited to 150-200 words.

Once completed, save the weekly report to the current board.