Knowledge Bridge

SKILL.md

---
name: knowledge-bridge
displayName: knowledge-bridge
version: 1.0.0
description: "Skill: knowledge-bridge"
tags: [learning, skill, bilibili]
---

# Skill: knowledge-bridge

知识桥 — 洞察引擎到知识库的自动管道

## Functionality
- Auto-ingest insights from insight engine into SQLite + LlamaIndex KB
- Auto-categorize by domain (AI/技术, 商业/变现, 教育/学习, etc.)
- Auto-summarize from title/URL
- Dedup via MD5 hash
- Search and explain knowledge entries
- Backfill all historical cycles

## Invocation
- `run("ingest")` — ingest latest insight cycle
- `run("search <query>")` — search knowledge base
- `run("stats")` — show KB statistics
- `run("backfill")` — backfill all historical cycles

## Source
- Primary: `D:\coze-local\db\knowledge_bridge.py`
- KB: `D:\coze-local\logs\eye_log\memory.db`

## Trigger phrases
- "知识桥" / "knowledge bridge" / "知识库导入" / "ingest knowledge"


## B站学习
> 学习时间: 2026-06-01 20:57

- **VALSE_Webinar**: 20230419【知识嵌入的跨模态学习】王文冠：Knowledge-Driven Perception
  - 关键词: 20230419, 知识嵌入的跨模态学习, 王文冠, Knowledge, Driven
- **Double童发发**: 【AI知识分享】白话扩散薛定谔桥（Diffusion Schrodinger Bridge）算法，讲完算法后up主竟情不
  - 关键词: AI知识分享, 白话扩散薛定谔桥, Diffusion, Schrodinger, Bridge

## B站学习
> 学习时间: 2026-06-01 21:02

- **VALSE_Webinar**: 20230419【知识嵌入的跨模态学习】王文冠：Knowledge-Driven Perception
- **Double童发发**: 【AI知识分享】白话扩散薛定谔桥（Diffusion Schrodinger Bridge）算法，讲完算法后up主竟情不自禁开喷？
- **环球音乐中国**: The Knowledge-Janet Jackson

## B站学习 (第1轮)
> 学习时间: 2026-06-02 09:21

- **Double童发发**: 【AI知识分享】白话扩散薛定谔桥（Diffusion Schrodinger Bridge）算法，讲完算法后up主竟情不自禁开喷？
  https://www.bilibili.com/video/BV1dsYieMEvj
- **VALSE_Webinar**: 20230419【知识嵌入的跨模态学习】王文冠：Knowledge-Driven Perception
  https://www.bilibili.com/video/BV12z4y1a775
- **环球音乐中国**: The Knowledge-Janet Jackson
  https://www.bilibili.com/video/BV1PW4y1D7dP

## B站学习 (第2轮)
> 学习时间: 2026-06-02 09:34

- **Double童发发**: 【AI知识分享】白话扩散薛定谔桥（Diffusion Schrodinger Bridge）算法，讲完算法后up主竟情不自禁开喷？
  https://www.bilibili.com/video/BV1dsYieMEvj
- **VALSE_Webinar**: 20230419【知识嵌入的跨模态学习】王文冠：Knowledge-Driven Perception
  https://www.bilibili.com/video/BV12z4y1a775
- **环球音乐中国**: The Knowledge-Janet Jackson
  https://www.bilibili.com/video/BV1PW4y1D7dP