memory-search

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AI Maestro Memory Search

AI Maestro 记忆搜索

Search your conversation history using semantic, keyword, and symbol matching. Recall past decisions, discussions, and context across sessions. Part of the AI Maestro suite.

通过语义匹配、关键词匹配和符号匹配功能搜索你的对话历史，跨会话调取过往的决策、讨论内容及上下文信息。本功能是AI Maestro套件的一部分。

Prerequisites

前置条件

Requires AI Maestro running locally. Memory indexing uses CozoDB for vector search.

bash

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需要在本地运行AI Maestro。记忆索引使用CozoDB实现向量搜索。

bash

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Install memory tools

git clone https://github.com/23blocks-OS/ai-maestro-plugins.git cd ai-maestro-plugins && ./install-memory-tools.sh

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git clone https://github.com/23blocks-OS/ai-maestro-plugins.git cd ai-maestro-plugins && ./install-memory-tools.sh

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Core Behavior

核心运行逻辑

Before starting any task, search memory for relevant context:

Receive instruction -> Search memory -> Then proceed

在开始任何任务前，先搜索记忆库获取相关上下文：

Receive instruction -> Search memory -> Then proceed

Commands

命令

Command	Description
`memory-search.sh "<query>"`	Hybrid search (recommended)
`memory-search.sh "<query>" --mode semantic`	Find conceptually related
`memory-search.sh "<query>" --mode term`	Exact text matching
`memory-search.sh "<query>" --mode symbol`	Code symbol matching
`memory-search.sh "<query>" --role user`	Only user messages
`memory-search.sh "<query>" --role assistant`	Only assistant messages

命令	描述
`memory-search.sh "<query>"`	混合搜索（推荐使用）
`memory-search.sh "<query>" --mode semantic`	查找概念相关内容
`memory-search.sh "<query>" --mode term`	精确文本匹配
`memory-search.sh "<query>" --mode symbol`	代码符号匹配
`memory-search.sh "<query>" --role user`	仅搜索用户消息
`memory-search.sh "<query>" --role assistant`	仅搜索助手消息

Search Modes

搜索模式

Mode	Best For
`hybrid` (default)	General search, most cases
`semantic`	Related concepts, different wording
`term`	Exact function/class names
`symbol`	Code identifiers across contexts

模式	适用场景
`hybrid` （默认）	通用搜索，适用于大多数场景
`semantic`	查找相关概念、不同表述的内容
`term`	精确匹配函数/类名称
`symbol`	跨上下文查找代码标识符

Usage Examples

使用示例

bash

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bash

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User asks to continue previous work

memory-search.sh "authentication"

Find a specific component discussion

memory-search.sh "PaymentService" --mode term

Find related design discussions

memory-search.sh "error handling patterns" --mode semantic

Find code symbol references

memory-search.sh "processPayment" --mode symbol

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memory-search.sh "processPayment" --mode symbol

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Combining with Other Skills

与其他功能结合使用

For complete context, pair with docs-search and graph-query:

bash

memory-search.sh "feature"       # What did we discuss?
docs-search.sh "feature"         # What do docs say?
graph-describe.sh ComponentName  # What is the structure?

如需获取完整上下文信息，可搭配文档搜索和图形查询功能：

bash

memory-search.sh "feature"       # What did we discuss?
docs-search.sh "feature"         # What do docs say?
graph-describe.sh ComponentName  # What is the structure?

Full AI Maestro Experience

完整AI Maestro体验

This skill is part of the AI Maestro platform, which provides 6 skills for AI agent orchestration: messaging, memory, docs, graph, planning, and agent management.

本功能是AI Maestro平台的一部分，该平台提供6项核心功能用于AI Agent编排：消息处理、记忆管理、文档检索、图形查询、任务规划及Agent管理。