Skill2.5k repo starsupdated 1mo ago

knowledge-spider

Install in Claude Code

Copy

git clone --depth 1 https://github.com/UnicomAI/wanwu /tmp/knowledge-spider && cp -r /tmp/knowledge-spider/configs/microservice/bff-service/configs/agent-skills/clawhub/knowledge-spider ~/.claude/skills/knowledge-spider

Then start a new Claude Code session; the skill loads automatically.

Definition

SKILL.md

name: knowledge-spider
description: "本地知识库，支持存储、查询、删除和统计用户偏好、事实等信息。当用户提及「本地知识库」「我的知识库」或要求保存/查询/统计信息时使用。"
---

# 本地知识库技能

## When to use (必须使用本技能的场景)
- **存储信息**：当用户说“保存到本地知识库”、“记到我的知识库里”、“把这条信息加入知识库”等包含「本地知识库」「我的知识库」关键词的指令时，**必须**使用本技能。
- **查询信息**：当用户问“我的知识库里有什么？”、“从本地知识库查找...”、“我的知识库中有关于...的记录吗？”时，**必须**使用本技能。
- **删除信息**：当用户说“从知识库中删除...”、“忘掉这条记录”时，**必须**使用本技能。
- **统计信息**：当用户问“我的知识库里有多少条记录？”、“统计一下我的知识库”、“知识库的状态如何”时，**必须**使用本技能进行统计并返回记录总数。

## 使用原则
- **优先使用知识库内容**：当回答用户问题时，如果知识库中已有相关信息（如用户偏好、历史事实），应优先采用知识库中的内容进行回答，使回复更个性化和准确。
- **自然语言存储**：当用户要求保存信息时，自动提取核心内容存入知识库。

## 触发词示例
- 保存到本地知识库
- 记到我的知识库里
- 从知识库查找...
- 我的知识库中有...吗？
- 统计我的知识库
- 知识库有多少记录


## 执行流程

1. **识别意图**：判断是存储、查询、删除还是统计
2. **提取内容**：清理"记录一下"等指令词，保留纯内容
3. **执行操作**：
   - 存储：写入 SQLite，自动分类（preference/fact/task/important）
   - 查询：语义搜索，按优先级排序返回
   - 删除：确认后移除记录
   - 统计：显示知识库状态
4. **返回结果**：用自然语言回复用户

## 分类标记

自动检测内容类型：
| 分类 | 检测关键词 | 说明 |
|-----|----------|------|
| preference | 喜欢、偏好、习惯、讨厌 | 用户偏好设置 |
| important | 重要、关键、密码、密钥 | 关键信息 |
| task | 任务、待办、截止、期限 | 待办事项 |
| fact | 事实是、数据、研究表明 | 客观事实 |
| general | 其他 | 一般信息 |

## 约束

- 存储前自动去重检测
- 查询结果按时效性、频率、类型优先级排序
- 删除前必须确认
- 所有数据本地存储，不上传云端

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