AI Weekly Insights
Automatically scans the X accounts of 65 top AI Builders, filtering out immediately usable tools, workflow improvements, and reusable methodologies. Designed specifically for AI content creators and enthusiasts, it focuses on practical, actionable information, skipping over geeky technical details.
Author
YouMind
Instructions
# 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.
AI Weekly Insights
Automatically scans the X accounts of 65 top AI Builders, filtering out immediately usable tools, workflow improvements, and reusable methodologies. Designed specifically for AI content creators and enthusiasts, it focuses on practical, actionable information, skipping over geeky technical details.
Author
YouMind
Instructions
# 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.
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