memory-search by davila7/claude-code-templates
npx skills add https://github.com/davila7/claude-code-templates --skill memory-search使用语义、关键词和符号匹配搜索您的对话历史。跨会话回忆过去的决策、讨论和上下文。属于 AI Maestro 套件的一部分。
需要在本地运行 AI Maestro。记忆索引使用 CozoDB 进行向量搜索。
# 安装记忆工具
git clone https://github.com/23blocks-OS/ai-maestro-plugins.git
cd ai-maestro-plugins && ./install-memory-tools.sh
在开始任何任务之前,先在记忆中搜索相关上下文:
接收指令 -> 搜索记忆 -> 然后继续
| 命令 | 描述 |
|---|---|
memory-search.sh "<query>" | 混合搜索(推荐) |
memory-search.sh "<query>" --mode semantic |
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| 查找概念相关的 |
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 | 仅用户消息 |
memory-search.sh "<query>" --role assistant | 仅助手消息 |
| 模式 | 最适合 |
|---|---|
hybrid (默认) | 通用搜索,大多数情况 |
semantic | 相关概念,不同措辞 |
term | 精确函数/类名 |
symbol | 跨上下文的代码标识符 |
# 用户要求继续之前的工作
memory-search.sh "authentication"
# 查找特定组件的讨论
memory-search.sh "PaymentService" --mode term
# 查找相关的设计讨论
memory-search.sh "error handling patterns" --mode semantic
# 查找代码符号引用
memory-search.sh "processPayment" --mode symbol
为了获得完整的上下文,可以与文档搜索和图形查询配合使用:
memory-search.sh "feature" # 我们讨论过什么?
docs-search.sh "feature" # 文档怎么说?
graph-describe.sh ComponentName # 结构是什么?
此技能是 AI Maestro 平台的一部分,该平台为 AI 智能体编排提供 6 项技能:消息传递、记忆、文档、图形、规划和智能体管理。
每周安装量
101
仓库
GitHub 星标
23.9K
首次出现
2026年2月23日
安全审计
已安装于
codex99
kimi-cli98
gemini-cli98
amp98
github-copilot98
opencode98
Search your conversation history using semantic, keyword, and symbol matching. Recall past decisions, discussions, and context across sessions. Part of the AI Maestro suite.
Requires AI Maestro running locally. Memory indexing uses CozoDB for vector search.
# Install memory tools
git clone https://github.com/23blocks-OS/ai-maestro-plugins.git
cd ai-maestro-plugins && ./install-memory-tools.sh
Before starting any task, search memory for relevant context:
Receive instruction -> Search memory -> Then proceed
| 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 |
| Mode | Best For |
|---|---|
hybrid (default) | General search, most cases |
semantic | Related concepts, different wording |
term | Exact function/class names |
symbol | Code identifiers across contexts |
# 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
For complete context, pair with docs-search and graph-query:
memory-search.sh "feature" # What did we discuss?
docs-search.sh "feature" # What do docs say?
graph-describe.sh ComponentName # What is the structure?
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.
Weekly Installs
101
Repository
GitHub Stars
23.9K
First Seen
Feb 23, 2026
Security Audits
Gen Agent Trust HubFailSocketPassSnykWarn
Installed on
codex99
kimi-cli98
gemini-cli98
amp98
github-copilot98
opencode98
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