bili-summary

Installation
SKILL.md

Bilibili Video Summary Tool

Extract full content from a Bilibili video — transcript/subtitles, danmaku, comments, and description — then use your own LLM capabilities to produce a deep summary. No external AI API required (no OpenAI / Gemini key needed).

Capabilities

Data Source Method Priority
CC Subtitles Bilibili API Fastest, used if available
Audio Transcription whisper.cpp + Vulkan GPU Automatic fallback when no subtitles
Video Description yt-dlp Always captured
Danmaku (scrolling comments) yt-dlp Parsed, analyzed for frequent content
Comments Bilibili Comment API Hot-sorted, deduplicated, top liked extracted

Workflow

When you receive a Bilibili video link and are asked to summarize it, follow these steps:

Step 1: Extract all data

Installs
1
First Seen
Jun 1, 2026