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Category: Marketing & GrowthNo API key required

xiaohongshu-dashboard

Generate a beautiful dark-mode analytics dashboard for Xiaohongshu (Little Red Book / RED) creator data. Use when the user wants to: (1) create a data dashboard for their Xiaohongshu account, (2) visualize their Xiaohongshu/RED post performance data, (3) analyze their content metrics including impressions, CTR, likes, followers, keyword analysis, etc. Triggers on mentions of "xiaohongshu dashboard", "xiaohongshu analytics", "RED analytics", or similar requests in Chinese like "xiaohongshu kanban", "xiaohongshu shuju fenxi".

personAuthor: jakexiaohubgithub
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Xiaohongshu Dashboard Skill

Generate a tech-minimalist dark-mode analytics dashboard from Xiaohongshu creator center Excel exports.

Output

A single index.html file containing:

  • 5 KPI metric cards (impressions, CTR, interactions, utility ratio, follower gain)
  • North Star trend chart (impressions vs followers over time)
  • Follower growth trend (cumulative + daily bar)
  • Follower conversion efficiency Top 10 (followers per 1K impressions)
  • Note ranking list with tabs (by impressions / interactions / followers)
  • Title keyword analysis (high-engagement + high-conversion keywords)
  • Date range filter (month picker)
  • Fully responsive (desktop / iPad / iPhone)

Tech stack: vanilla HTML/CSS/JS + Chart.js CDN. No build tools needed.

Workflow

Step 1: Collect the Excel file

Ask the user to provide their Xiaohongshu creator center data export Excel file (.xlsx).

The Excel typically contains columns like:

  • Title / Content title
  • Publish date
  • Content type (image-text / video)
  • Impressions / Views / CTR
  • Likes / Comments / Collects / Shares
  • Follower gain
  • Average view time

Step 2: Process the data

Run scripts/process_excel.py to read the Excel and output a JSON data blob.

python scripts/process_excel.py <path-to-excel-file>

The script handles:

  • Flexible column name matching (different Xiaohongshu export versions use different names)
  • Date parsing and month extraction
  • CTR normalization (percentage vs decimal)
  • Chinese keyword n-gram analysis for title keywords
  • Outputs JSON to stdout

If pandas/openpyxl are not installed, install them first:

pip install pandas openpyxl

Step 3: Generate the dashboard

  1. Read assets/template.html
  2. Replace the placeholder __RAW_DATA_PLACEHOLDER__ with the JSON output from Step 2
  3. Write the result as index.html in the user's chosen output directory

Step 4: Open for preview

Open the generated index.html in the user's default browser so they can preview it immediately.

Design Specs

  • Theme: Tech-minimalist dark mode (inspired by Linear/Vercel/Raycast)
  • Background: zinc-950 (#09090b) with subtle grid pattern
  • Cards: Glass-morphism with backdrop-filter blur
  • Accent: Neon red (#FF4D6D) for primary metrics, neon green (#10B981) for growth metrics
  • Fonts: Inter (sans) + JetBrains Mono (mono) from Google Fonts CDN
  • Charts: Chart.js with gradient fills, custom tooltips, monospace axis labels

Customization

If the user wants to customize the dashboard:

  • Colors: Modify CSS variables in :root
  • Metrics: Add/remove metric cards in the metrics-grid section
  • Charts: Modify Chart.js config in the <script> section