WorkBuddy
df56c2c137
内容分四块： 1、产品规划产出 —— MCN 短视频整合营销工作台的①段五份（1a 需求／1b 竞品／1c 画像／1d 策略／1e 场景）、②段两份（2a 功能／2b 布局）、③段界面（DESIGN.md 契约与令牌表 ＋ mcn-workbench.html 原型 ＋ 实测/会诊/审查三份 ＋ 23 张闸门截图）。 2、开源竞品调研 —— 5 个内容工作台项目的取证原始件与 1b 系列分析文档。 3、参考资料 —— 竞品视频抽帧 1145 张 ＋ 2 个源视频 ＋ 功能点截图。 4、机制侧 —— 协作脚本与状态台账、工作区记忆日志、抽帧/OCR 脚本。 .gitignore 只排运行时日志、脚本备份副本与一次性探针输出，其余按原样入库。
Xiaohongshu Trending Note Search
Introduction
A Xiaohongshu trending note search tool that helps you quickly find trending notes with 1,000+ engagements, gain creative inspiration, and stay on top of content trends.
Core Value
Continuously indexing trending notes with 1,000+ engagements from Xiaohongshu across the web over the past 30 days, updated at 7 AM daily with yesterday's data. Articles are ranked by a weighted score across relevance, popularity, and timeliness, bringing together top trending content across all categories. Quickly find quality benchmark content across tracks, easily reference trending creative approaches from peers — no more scouring multiple sources for material. A one-stop solution for your daily topic research needs.
Who it's for
- 🎯 Brands — Ride trending topics for seeding content
- 🏢 MCNs — Discover high-engagement potential accounts
- ✍️ Creators — Find benchmark samples and creative inspiration
- 📊 Content ops — Weekly topic selection and competitor analysis
Core capabilities
- Keyword search: Enter a track keyword to fetch the most matching Xiaohongshu trending notes
- Data-scored ranking: Weighted scoring across relevance, popularity, and timeliness to recommend optimal notes
- Smart generic-keyword expansion: Recognizes generic keywords and recommends 10 niche directions; retrieves only after user confirmation
- Niche track suggestions: After displaying results, proactively suggests deeper niche directions for step-by-step exploration
- Subscription push: Supports creating calendar subscriptions by keyword for daily push of latest trending notes
Highlights
- Flexible time window: Last 1/3/7/30 days; auto-extends when data is thin and states clearly
- Dual output format: Markdown cards + local HTML visualization file (
{keyword}_trending_data.html)
API key source and security
- This skill requires the environment variable:
REDFOX_API_KEY. REDFOX_API_KEYis issued by Redfox Hub (https://redfox.hk) for API authentication.- Before providing the key, confirm its source, available scope, validity period, and whether reset/revocation is supported.
- Do not hard-code or expose the key in plaintext within code, prompts, logs, or output files.
Prerequisites
Register a Redfox Hub account to obtain REDFOX_API_KEY
- Get REDFOX_API_KEY (apply at Redfox Hub)
Environment variables
| Variable | Required | Notes |
|---|---|---|
REDFOX_API_KEY |
Yes | API access key |
macOS (zsh)
Append one line to the end of ~/.zshrc (replace the value in quotes with your key):
export REDFOX_API_KEY="your_api_key_here"
Then run:
source ~/.zshrc
Windows (PowerShell)
- Current terminal only: Takes effect immediately after run, no other commands needed; lost when the window is closed.
$env:REDFOX_API_KEY = "your_api_key_here"
- Persist to user environment: After running
setx, the current PowerShell window still won't have the variable; you need to close and reopen the terminal (or restart Cursor / VS Code, etc.) for the new window to readREDFOX_API_KEY.
setx REDFOX_API_KEY "your_api_key_here"
Usage guide
Just describe your needs in natural language — no need to memorize any command format. When you enter a generic keyword, niche directions will be suggested for you to choose from.
Quick phrase reference
| Intent | Example phrase | Result |
|---|---|---|
| Search by keyword | "Find trending notes on fat-loss meals" | Recognize keyword → query → TOP10 trending notes + HTML report |
| Site-wide trending | "Show me what's trending on Xiaohongshu" | Empty keyword site-wide query → trending leaderboard |
| Search by time range | "Workplace fashion trending in the last 15 days" | Filter by specified time window → trending data with date range |
| Generic keyword expansion | "Search food trending notes" | Detect generic keyword → suggest 10 niche directions → await your confirmation |
| Niche keyword direct search | "Petite fashion trending notes" | Recognize niche keyword → direct search → precise results |
Output example
📅 Query period: May 8 – May 19
| Note title | Author | Engagement | Published | Relevance | Popularity | Timeliness | Total |
|---|---|---|---|---|---|---|---|
| 5 tips for new hires to fit in quickly | Career Growth Hub | 10.0w | 2026-05-15 | 9.8 | 3.0 | 2.0 | 14.8 |
🔤 Related searches: Workplace communication, Career advancement, Office worker
📬 Subscription 1️⃣ Would you like to subscribe to notes matching the current search criteria for scheduled push? 2️⃣ Not needed
Use cases
| Scenario | Role | Need | How to use |
|---|---|---|---|
| Cold-start topics for new accounts | Creator | Can't find copyable trending samples | Keyword + last 7–30 days query |
| Brand milestone seeding | Brand operator | Need trending topics and format references before campaigns | Category keyword search; export HTML for internal review |
| Pre-sign screening | MCN scout | Want high-engagement trajectory, not one-off luck | Multiple samples in a fixed window for comparison |
| Pitches and weekly reports | Content planner | Client wants "trends + samples" one-pager | Structured summary + HTML; conclusions must match data window |
Important data notes
Update schedule and data lookback
| Data type | Update time | Lookback range |
|---|---|---|
| Trending notes | Updated at 7 AM daily with yesterday's data | Yesterday – 30 days ago |
Supported tracks
Fashion, Food, Makeup, Film & TV, Workplace, Pets, Home, Travel, Transportation, Hobbies, Tech, Internet, Healthcare, Astrology & Relationships, Wedding, Photography, Education, Parenting, Personal Care, Trendy Shoes & Bags, Lifestyle, Science, News, Sports
Inclusion criteria and data timeliness
Trending notes inclusion threshold is articles with 1,000+ engagements. Note engagement data is captured at indexing time and is not real-time; engagement may continue to grow after indexing. Displayed data reflects the indexing snapshot.
Scoring rules
Keyword searches are sorted by composite score across three weighted dimensions:
| Dimension | Max score | Description |
|---|---|---|
| Relevance | 10 pts | Title keyword, content topic, and search term match |
| Popularity | 3 pts | Likes / saves / comments / shares / total engagement |
| Timeliness | 2 pts | Proximity of publish date to query time |
Site-wide trending (no keyword) is sorted by engagement count with no scoring fields.