Overseas Content Weekly Picks
Overseas Content Weekly Picks
Showcase
Description
Every week, we gather high-quality overseas content (YouTube/X/Reddit), select 5-7 top pieces, and generate an in-depth analysis weekly report. Original links are saved directly in the report, clickable for easy access. Reports are saved in the "Personal Brand" section.
Instructions
## Step 1: Parallel scraping of popular content from three major platforms over the past 7 days
Using Google Search, we conducted parallel searches on three major platforms, with the following keywords and selection criteria:
### YouTube (Preferred Platform)
- Use `category: video`
- Keyword combination (choose one):
- "AI Agent" OR "AI Intelligent Agent" + "past week"
- "knowledge base" OR "知识库" + "past week"
- "content creation" OR "past week"
- "small product" OR "small but exquisite product" + "past week"
- "creator economy" OR "creator economy" + "past week"
- Use `freshness: week` to limit to the past 7 days.
- Expected result: Videos with >10,000 views or >100 comments
### X/Twitter (Preferred Platform)
- Use `category: tweet`
- Keyword combination:
- "AI Agent" OR "knowledge base" OR "content creation" OR "creator economy" OR "personal brand"
- Use `freshness: week`
- Expected result: Tweets with >50 retweets or >200 likes
- Use `category: general` + `includeDomains: ["reddit.com"]`
- Keyword combination:
- "AI Agent" OR "knowledge base" OR "content creation" OR "small product" OR "indie maker"
- Use `freshness: week`
- Expected result: Posts with more than 100 likes
**Key Implementation Points:**
- Search 3-4 times on each platform, using different keyword combinations to ensure broad coverage.
- Prioritize crawling content from YouTube and X.
- Record the number of materials captured from each platform.
Step 2: Filtering and Deduplication - Keep 5-7 of the highest quality data.
All captured materials are filtered and deduplicated, **ultimately retaining 5-7 of the highest quality materials**:
### Screening Criteria
1. **Content Relevance**: The title or abstract must contain one of the following keywords:
- AI Agent / AI Intelligent Agent
- knowledge base / knowledge management
- content creation / content creation / creator economy
- small product / small and beautiful product / indie product
- personal brand / individual brand / solopreneur
2. **Quality Standards** (based on platform):
- YouTube: Views > 10,000 or Comments > 100
- X/Twitter: 50 retweets or 200 likes
- Reddit: Upvotes > 100
3. **Duplicate Removal:** If the same content appears on multiple platforms, only the one with the highest engagement will be retained.
4. **Top 5-7 Filtering**: Sort by the following priority and keep 5-7 items:
- Highest interaction rate
- Highest content quality
- The most novel topic
- Topic diversity (avoid all 5 materials being on the same topic)
### Downgrade Processing
If there are fewer than 5 items after filtering:
- **First Downgrade:** Reduce the interaction threshold by 50% (e.g., YouTube views > 5000)
- **Second downgrade:** As long as the keyword is included, there is no limit to the number of interactions.
- **Third downgrade**: Use searchBoards to search for relevant materials saved within the past 7 days from the user's knowledge base in "Overseas Materials" or "00-Inbox".
**Output**: A list of filtered valid materials (5-7 items)
Step 3: Obtain detailed information and translate it - process 5-7 documents.
For the **5-7 selected materials**:
1. **Use the fetch tool to retrieve the complete content:**
- Retrieve original title, text summary, and publication date
- Extract key points (3-5 main points)
- Record the original link
2. **Automatic Translation**:
- If the original text is in English, translate it into Chinese.
- Retain the original English text, including links and key terms.
- Translation format:
```
[Chinese Title]
Original Title: [English Title]
Key points:
1. [Chinese translation]
2. [Chinese translation]
3. [Chinese translation]
Original link: [URL]
Source platforms: [YouTube/X/Reddit]
Publication time: [Time]
Interaction data: [Number of views/Number of likes/Number of comments]
```
3. **Content Classification**:
- Tag each piece of content: AI Agent / Knowledge Base / Content Creation / Small and Beautiful Products / Personal Brand
- Content type categorized as: Tutorials / Case Studies / Viewpoints / Tool Recommendations / Industry Trends
**Note:** If the fetch fails (e.g., login is required), retain the title and link, and mark it "Manual viewing required."
Step 4: Generate a weekly material report and save it to your personal brand section.
Use the write tool to create a weekly material scraping report and save it to the **Personal Branding section** (ID: 019b6986-8e24-7149-96d9-6250c0f624c0):
### Report Content Structure
```markdown
# Overseas Material Weekly Report - [YYYY Year, Week W] ([MM Month DD Day] - [MM Month DD Day])
> 📄 **Location of this report: Personal Branding Section**
> 📎 **Original Link**: The link is included in the article; click to view.
---
## 📊 Scraping Overview
- **Fetch Time**: [Specific Time]
- **Target Platforms**: YouTube / X / Reddit
- **Crawling Scope**: Past 7 days
- **Number of Original Materials**: [Quantity]
- **Number of materials after filtering**: [Actual number] items (selected)
---
## 🎯 Platform Distribution
- YouTube: [Number] items
- X/Twitter: [Number] posts
- Reddit: [Number] entries
- GitHub: [Number] entries (if any)
---
## 🏷️ Topic Distribution
- AI Agent: [Quantity] items
- Knowledge Base: [Quantity] entries
- Content Creation: [Quantity] items
- Small and exquisite products: [Quantity] items
- Personal Brands: [Quantity] items
---
## ⭐ This Week's Featured Content (Top [Actual Quantity])
### 1. 【[Platform]】[Material Title]
Source: [Platform] - [Author/Channel]
- **Publication Time**: [Time]
- **Duration/Interaction Data**: [Detailed Data]
- **Core Insight:** [A one-sentence summary of the core value]
Why I recommend it:
- [Reason for Recommendation 1]
- [Reason for Recommendation 2]
- [Reason for Recommendation 3]
- **Key Insights**:
- [Insight 1]
- [Insight 2]
- [Insight 3]
- **Original Link**: [Full URL]
---
### 2. 【[Platform]】[Material Title]
...
### 3-7. [Other Materials]
...
---
## 📝 Headings (5 items)
Based on this week's content, generate 5 titles that can be directly used on WeChat Official Accounts/Xiaohongshu:
1. **[Heading Type]]: ✅ [Specific Heading]
*Subtitle: [Supplementary Notes]*
2. **[Heading Type]]: ✅ [Specific Heading]
*Subtitle: [Supplementary Notes]*
3. **[Heading Type]]: ✅ [Specific Heading]
*Subtitle: [Supplementary Notes]*
4. **[Heading Type]**: ✅ [Specific Heading]
*Subtitle: [Supplementary Notes]*
5. **[Heading Type]]: ✅ [Specific Heading]
*Subtitle: [Supplementary Notes]*
**Title Design Logic Explanation**:
- Covering different perspectives: practical analysis/business models/knowledge management/personal branding/automation, etc.
- Matches the user's style: sincere, insightful, and concise.
- It can attract clicks while delivering real value.
- Each title corresponds to an in-depth analysis of a key theme from this week.
---
## 💡 Topic Selection Suggestions
Based on the materials from this week, we recommend the following 3-5 potential topic directions:
1. **[Topic Selection Direction 1]**
- Angle: [Entry angle]
- Entry Point: [Specific Entry Point]
- Value: [The value provided to users]
2. **[Topic Selection Direction 2]**
- Angle: [Entry angle]
- Entry point: [Specific entry point]
- Value: [The value provided to users]
3. **[Topic Selection Direction 3]**
- Angle: [Entry angle]
- Entry Point: [Specific Entry Point]
- Value: [The value provided to users]
---
## 📝 Notes
- ✅ This week's report is saved in the "Personal Branding" section.
- ✅ The original link is included in the weekly report; click to view.
- 📌 [This Week's Theme or Trend Observation]
- 📌 [In case of downgrade, failure, or other matters requiring attention]
```
**After completion**: Notify the user:
- The Overseas Material Weekly Report has been saved to the "Personal Branding" section.
This week, [X] high-quality articles were selected; the original links are included in the weekly report.
- Click the link in the weekly report to view the original article.
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VideoSpark | Video Asset Finder
One of the most time-consuming parts of making a video isn’t knowing that you need visuals—it’s finding assets that are actually right for the job. A brand Logo may exist on its official website, an older CDN, Wikimedia, Pinterest, and countless reposted pages. A search for a “warehouse photo” may return product images shot against backdrops, 3D renders, and completely irrelevant stock images. If you only look at the first few search results, it’s easy to bring the wrong version, a secondhand source, or questionable licensing into your final video. “Spark | Video Asset Finder” breaks asset collection into four modes: Query Discovery / Single Page Pull / Site Pull / Transcript → Asset Pull You can simply say, “Find OpenAI’s current official Logo,” provide a brand page for it to extract assets from, or submit a full video transcript or script. It will first determine which parts truly need real visual assets, then search for and verify them one by one. It does not treat search hits as evidence of usable assets, and it will not pretend a file was “downloaded successfully” when it could not be saved. Brand assets are sourced from official channels whenever possible. For non-brand visuals, it checks whether the image really depicts the target scene. Third-party reposts are used only as leads; for important sources and licensing, it tries to trace back to the original rights holder or a trusted licensing platform. The final deliverable is not a pile of scattered images, but a production-ready asset Manifest. Each item records the asset request, source page, image or file reference, version, license, save status, and why it was selected. Failed items and remaining gaps are preserved as well. Best for creators making YouTube videos, educational content, product introductions, technology and business content, documentaries and interviews, tutorials, reviews, and other videos that need real Logos, product images, people, places, scenes, or B-roll. How to use it Method A | Find official assets for a brand (Query Discovery) Give it: a brand, product, person, or place, plus the visual assets you actually need. Example: Find OpenAI’s current official Logo and the 3 most useful official brand visuals. Prioritize official sources; save them directly when possible, and clearly explain when saving isn’t possible. It will: prioritize official brand pages → verify each item → remove duplicates → save or reference assets → create a Manifest. Method B | Turn a video script into an asset list (Transcript → Asset Pull) Give it: a transcript, complete script, or storyboard text. Example: Here is my script for a video about global logistics. First determine which parts truly need a Logo, real warehouse footage, or port and container visuals, then find authentic, usable assets. Don’t add items just to fill the list. It will first break the script into visual requirements, then search for brand assets and real-world footage separately. Method C | Extract precisely from one official page (Single Page Pull) Give it: a specific webpage URL plus quantity or usage requirements. Example: Extract the 4 visual assets best suited for video production, using only this official brand page and its directly linked official files. Do not expand the search to third-party websites. Ideal for brand guidelines, product pages, press releases, media centers, and other clearly first-party pages. Method D | Find related assets within one website (Site Pull) Give it: an official website and the target assets. Example: On this company’s website only, find authentic photos and product visuals related to “automated warehouses.” Prioritize original images; do not collect navigation icons or decorative elements. Useful when a website has extensive content and the target assets are spread across news, product pages, customer stories, or a media center. Best inputs: Clear asset targets (brand, product, scene, person, or place) A complete transcript, script, or storyboard A specific official page URL A specified official website or domain The intended use (opening, corner Logo, B-roll, product introduction, customer story, etc.) Limits such as quantity, resolution, format, and licensing preferences If you care about requirements such as “must be official,” “must be a real photo,” “must be commercially usable,” or “search this domain only,” state them directly. The Skill will treat them as filtering requirements rather than after-the-fact notes.
Information
- Version
- v2
- Last updated
- Runtime credits
- Usage-based
- Models
- Auto
