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Bilibili Comment Analyzer

Paste a Bilibili video link or BV ID to fetch comments, run four-axis sentiment analysis, and generate an interactive HTML report.

Data & AnalyticsBeginner★ 428⑂ 58AI score 9/10Last updated: Oct 10, 2026

What it does

  • Takes a Bilibili video URL or BV ID and fetches top-level comments page by page (20 per page, with paging).
  • Shows full video stats (views, likes, coins, favorites, danmaku) plus a comment table (nickname link, text, likes, time, IP region) without truncation.
  • Runs an AI analysis across four axes — positive / negative / feature requests / competitor mentions — with representative quotes for each.
  • Generates a dark-theme interactive HTML report you can save offline and share.
  • Understands Bilibili slang and memes (awsl, yyds, xswl, 爷青回, etc.) in context.

Who it's for

  • Bilibili creators (UP主) reviewing audience reaction after a video release.
  • Brand and community managers monitoring sentiment in the Chinese market.
  • Content strategists studying competitor videos and PMs mining user requests from comments.

Examples

  1. "Show comments for Bilibili video BV1xx411c7mD" → page 1 comments plus a four-axis summary; then say "page 3" to keep browsing.
  2. Paste a competitor's product review video URL and ask "analyze only the negative comments" to surface complaint themes.
  3. Say "generate HTML" to get a dark-theme report file with the analysis backfilled, ready to share with your team.

· · · Install guide · · ·

Try it now, no install

Paste this into Claude to use the skill without installing anything.

Read the instructions in this file and follow them to help me:
https://raw.githubusercontent.com/redfox-data/redfox-community/HEAD/skills/bilibili-comment/SKILL.md

What I want: (describe your task here)

If Claude can't open the link, open it yourself and paste the contents instead.

↓ If it works for you, download the ZIP below and install it. Then it runs on its own — no pasting each time.

Install in the Claude app (no terminal)
  1. Download the ZIP with the button below.
  2. In Claude, open Settings → Capabilities and turn on 'Code execution and file creation'. (one time)
  3. Go to Customize → Skills → + → 'Upload a skill' and upload the ZIP.
↓ Download ZIP
Install in Claude Code

Let Claude do it — paste this into Claude Code

Install the skill I found on Claude Skill Mart.
Copy the skills/bilibili-comment folder from the GitHub repo redfox-data/redfox-community into my ~/.claude/skills/bilibili-comment/.
When it's done, tell me in one line what this skill can do.

Install with a command instead

git clone https://github.com/redfox-data/redfox-community.git && mkdir -p ~/.claude/skills && cp -r redfox-community/skills/bilibili-comment ~/.claude/skills/

⚠ This is a third-party skill. Check the source repository before installing.

  1. Confirm Python 3.6+ is installed (python3 --version); no extra packages are required.
  2. Clone the repo: git clone https://github.com/redfox-data/redfox-community.git
  3. Copy the skill into Claude Code: mkdir -p ~/.claude/skills && cp -r redfox-community/skills/bilibili-comment ~/.claude/skills/
  4. Sign up at redfox.hk and create an API key (ak_...).
  5. Set the key: run export REDFOX_API_KEY="ak_xxxx" in your shell, or add "REDFOX_API_KEY": "ak_xxxx" under env in ~/.openclaw/openclaw.json.
  6. Restart Claude Code and ask something like "analyze the comments on Bilibili video BV…" to trigger the skill.
View source on GitHub ↗