miliger-qmd-manager

Name: miliger-qmd-manager
Availability: InStock
Author: genesis-plan

Integrate official QMD search with custom knowledge repositories for multi-collection retrieval.

Updated Aug 27, 2026

Search Tags:#collections #semantic-search #knowledge-base #vector-search #bm25 #qmd

Ready to run

npx skills add https://github.com/genesis-plan/hongchen-lingjing --skill miliger-qmd-manager

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: miliger-qmd-manager
Source: https://github.com/genesis-plan/hongchen-lingjing/tree/main/skills/miliger-qmd-manager
Command: npx skills add https://github.com/genesis-plan/hongchen-lingjing --skill miliger-qmd-manager

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

统一的 QMD 知识库管理能力，将官方 QMD 搜索与自定义知识库整合，简化跨集合的检索与知识组织。

Core Features & Use Cases

官方 QMD 功能：BM25 关键词搜索、向量语义搜索、混合搜索、以及多集合管理
自定义知识库管理：项目管理、软件测试、内容创作等领域的知识库集成与快速检索
使用场景：跨 PM、Testing、Content 三大领域的知识检索、知识嵌入与获取

Quick Start

Install qmd，配置知识库集合，并在知识库上执行首次搜索。

Frequently Asked Questions about miliger-qmd-manager

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I unify official QMD search with a custom knowledge base?▼

Unify QMD search with custom knowledge repositories by integrating official QMD search functions, enabling fast keyword and semantic search across multiple collections for PM, testing, and content domains.

What is the difference between BM25 keyword search and vector semantic search in QMD?▼

BM25 keyword search matches exact terms across collections, while vector semantic search uses embeddings to match conceptual meaning. This QMD manager supports both, plus hybrid search, for unified knowledge-base retrieval.

Can I manage multiple knowledge collections for project management and software testing?▼

Yes, you can manage multiple knowledge collections specifically for project management, software testing, and content creation domains. It supports multi-collection embedding workflows for fast cross-domain retrieval.

How do I configure a knowledge base collection for the first search?▼

Install the QMD manager, configure your knowledge-base collections, and execute your first search. This setup streamlines cross-collection retrieval and integrates custom knowledge repositories with official QMD features.

Does unified knowledge-base management support hybrid search across custom repositories?▼

Yes, unified knowledge-base management supports hybrid search. It combines official QMD BM25 keyword search and vector semantic search to retrieve information efficiently across integrated custom knowledge repositories.