Bili Summary

Download Bilibili videos, extract or transcribe subtitles, and generate AI-powered detailed summaries using Gemini 2.5 Flash.

Bilibili (B站) video download, subtitle extraction, and AI summarization tool.

When to Use

✅ USE this skill when:

• "download Bilibili video"
• "extract B站 subtitles"
• "summarize B站 video"
• "B站视频总结"
• "bilibili transcription"
• Any Bilibili video URL

Features

• Get video info (title, duration, uploader)
• Download B站 video (video + audio)
• Extract subtitles (B站 CC subtitles)
• Audio extraction + Whisper transcription (when no subtitles)
• Gemini AI detailed summary (chapters + key content + key insights + conclusion)

Prerequisites

1. Install Dependencies

# Using miniconda3 (recommended)
~/miniconda3/bin/pip install yt-dlp faster-whisper

# Or using system Python (may require sudo)
pip install yt-dlp faster-whisper

2. Get Gemini API Key

This skill uses Google Gemini 2.5 Flash for AI summarization.

Steps:

1. Visit https://aistudio.google.com/app/apikey
2. Sign in with your Google account
3. Click "Create API Key"
4. Copy the generated key

Pricing: Gemini 2.5 Flash has generous free tier (15 RPM, 1M TPM)

3. Set Environment Variable

# Add to your ~/.bashrc or ~/.zshrc for permanent setup
echo 'export GEMINI_API_KEY="your-api-key-here"' >> ~/.bashrc
source ~/.bashrc

# Or set temporarily for current session
export GEMINI_API_KEY="your-api-key-here"

Quick Start

Full Workflow (Recommended)

# Download audio, transcribe, and summarize in one command
uv run {baseDir}/scripts/bili-summary.py "https://www.bilibili.com/video/BV1xx411c7mu" --action summary

Other Actions

# Get video info only
uv run {baseDir}/scripts/bili-summary.py "URL" --action info

# Download subtitle (if available)
uv run {baseDir}/scripts/bili-summary.py "URL" --action subtitle

# Download and transcribe audio only
uv run {baseDir}/scripts/bili-summary.py "URL" --action transcribe

# Download full video
uv run {baseDir}/scripts/bili-summary.py "URL" --action video

Options

Option	Description	Default
url	Bilibili video URL (BV号或完整链接)	required
--action	Operation: info/subtitle/transcribe/video/summary	summary
--output	Output directory	~/openclaw/workspace/coding-agent/temp/bili-summary

Output Files

Default output: ~/openclaw/workspace/coding-agent/temp/bili-summary/

temp/bili-summary/
├── audio.m4a       # Downloaded audio (deleted after summary)
├── subtitle.txt    # Transcribed text (deleted after summary)
└── summary.txt    # AI summary content

Workflow

summary (full workflow)

1. Get video info - yt-dlp fetches title, duration, uploader
2. Try B站 subtitles - Call Bilibili API for CC subtitles
3. Fallback to Whisper - If no subtitles, download audio + faster-whisper (tiny model) transcription
4. AI Summary - Call Gemini 2.5 Flash API for detailed summary

Time Estimate

Step	Time
Audio download	~15s
Whisper transcription (tiny)	~25s
Gemini summary	~5s
Total	~45s

API Configuration

Recommended API: Google Gemini

• Model: gemini-2.5-flash
• Endpoint: https://generativelanguage.googleapis.com/v1/models/gemini-2.5-flash:generateContent
• Free Tier: 15 requests/minute, 1M tokens/minute
• Sign up: https://aistudio.google.com/app/apikey

Alternative APIs (not implemented)

If you want to use other LLMs:

• OpenAI GPT-4o - https://api.openai.com/v1/chat/completions
• Anthropic Claude - https://api.anthropic.com/v1/messages
• MiniMax - https://api.minimax.chat/v1/text/chatcompletion_v2

Note: Current implementation only supports Gemini. PRs welcome for other providers.

First-Time Setup Guide

Step 1: Install Python dependencies

# Check if miniconda3 exists
ls ~/miniconda3/bin/python

# Install dependencies
~/miniconda3/bin/pip install yt-dlp faster-whisper

# Or use uv
uv pip install yt-dlp faster-whisper

Step 2: Get API Key

1. Go to https://aistudio.google.com/app/apikey
2. Create new API key
3. Copy the key

Step 3: Test the setup

# Set API key
export GEMINI_API_KEY="your-key-here"

# Test with a simple video
uv run {baseDir}/scripts/bili-summary.py "https://www.bilibili.com/video/BV1xx411c7mu" --action info

If you see JSON output with video title, duration, etc., you're ready!

Step 4: Run full summarization

uv run {baseDir}/scripts/bili-summary.py "https://www.bilibili.com/video/BV1xxx" --action summary

Troubleshooting

"No module named 'yt-dlp'"

~/miniconda3/bin/pip install yt-dlp faster-whisper

"GEMINI_API_KEY not found"

# Check if environment variable is set
echo $GEMINI_API_KEY

# Set it
export GEMINI_API_KEY="your-key"

"No subtitles available"

The skill automatically falls back to Whisper transcription. This may take longer but works for any video with audio.

"API rate limit exceeded"

Wait a minute and retry, or check your API quota at https://aistudio.google.com/app/apikey

Security Notes

• ✅ API key is read from GEMINI_API_KEY environment variable only
• ✅ No hardcoded API keys in source code
• ✅ Temporary files stored in workspace temp directory
• ⚠️ Audio/subtitle files are NOT auto-deleted (manual cleanup required)

File Structure

bili-summary/
├── SKILL.md              # This documentation
├── _meta.json            # ClawHub metadata (auto-generated)
└── scripts/
    └── bili-summary.py   # Main script

License

MIT License - Use at your own risk. Respect Bilibili's terms of service.