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knowledge_qa

企业知识库问答技能，激活知识检索工具链，基于 GraphRAG 召回相关片段作答

Skill by Ember452

IndexedMIT
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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/ember452-knowledge-qa

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

企业知识库问答技能，激活知识检索工具链，基于 GraphRAG 召回相关片段作答

Use cases: testing

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What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
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Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/knowledge-qa

What's inside

Skill name
knowledge_qa
Description
企业知识库问答技能，激活知识检索工具链，基于 GraphRAG 召回相关片段作答
License
MIT
Instructions
16 lines in SKILL.md · view on GitHub

Agent Skills spec issues

  • name: only lowercase letters, digits and single hyphens allowed

Files (1)

  • SKILL.md

SKILL.md (first lines)

# 知识问答技能

当用户提出知识查询类问题（如公司制度、产品参数、流程规范）时激活此技能。
通过 `retrieval_tool` 检索企业知识库，返回相关文档片段并据此生成答案，标注来源引用。

## 适用场景

- "公司报销流程是什么？"
- "产品 X 的规格参数"
- "请介绍一下年假政策"

## 工具链

1. `retrieval_tool`：GraphRAG 检索（向量 + BM25 混合召回 + 一跳扩展 + 精排）

From Ember452/KnowFlow, MIT.

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Last commit (this folder)
Jun 18, 2026 (4 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
Repository
github.com/Ember452/KnowFlow
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
GitHubgithub-graphql

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Cite this page

knowledge_qa skill. Agent Mart. https://agentmart.dev/skills/ember452-knowledge-qa (last updated 2026-10-24)