npx skills add https://github.com/rjyo/memory-search --skill memory一个为你的项目设计的混合搜索记忆系统。保存重要信息,稍后通过语义搜索找到它们。
首次运行: 如果首次使用速度较慢,请运行
bunx memory-search --warmup来预下载嵌入模型(约 300MB)。
project/
├── MEMORY.md # 长期记忆:偏好、模式、决策
└── memory/
└── YYYY-MM-DD.md # 每日记忆:会话记录、上下文、进度
当用户询问过去的决策、偏好或想要回忆信息时:
bunx memory-search "查询内容"
bunx memory-search "数据库选择决策"
bunx memory-search "错误处理模式"
bunx memory-search "用户偏好编码风格"
bunx memory-search "身份验证实现"
返回匹配的片段,包含:
广告位招租
在这里展示您的产品或服务
触达数万 AI 开发者,精准高效
Read 获取完整的文件内容当用户说“记住这个”、“保存这个”、“记下那个”或想要存储信息时:
MEMORY.md (永久记忆):
memory/YYYY-MM-DD.md (每日记忆):
bunx memory-search --sync
## 用户偏好
- 在 TypeScript 项目中偏好 Bun 而非 Node
- 使用 pnpm 作为包管理器
- 喜欢最少的依赖项
## 项目决策
### 2024-01-15: 数据库选择
选择 SQLite 而非 PostgreSQL,因为:
- 单用户应用程序
- 不需要并发写入
- 部署更简单
# 2024-01-15
## 会话记录
### 10:30 - 身份验证设置
- 实现了 JWT 身份验证流程
- 添加了刷新令牌轮换
- 待办:添加速率限制
### 14:00 - 错误修复
- 修复了用户创建中的竞态条件
- 根本原因:缺少事务包装器
每周安装量
78
代码仓库
GitHub 星标数
24
首次出现
2026年1月31日
安全审计
安装于
opencode68
codex68
gemini-cli66
github-copilot66
amp65
kimi-cli65
A hybrid search memory system for your project. Save important information and find it later using semantic search.
First run: If slow on first use, run
bunx memory-search --warmupto pre-download the embedding model (~300MB).
project/
├── MEMORY.md # Long-term: preferences, patterns, decisions
└── memory/
└── YYYY-MM-DD.md # Daily: session notes, context, progress
When the user asks about past decisions, preferences, or wants to recall information:
bunx memory-search "QUERY_HERE"
bunx memory-search "database choice decision"
bunx memory-search "error handling pattern"
bunx memory-search "user preferences coding style"
bunx memory-search "authentication implementation"
Returns matching snippets with:
Read to get the full file contentWhen the user says "remember this", "save this", "note that", or wants to store information:
MEMORY.md (Permanent):
memory/YYYY-MM-DD.md (Daily):
bunx memory-search --sync
## User Preferences
- Prefers Bun over Node for TypeScript projects
- Uses pnpm as package manager
- Likes minimal dependencies
## Project Decisions
### 2024-01-15: Database Choice
Chose SQLite over PostgreSQL because:
- Single-user application
- No need for concurrent writes
- Simpler deployment
# 2024-01-15
## Session Notes
### 10:30 - Authentication Setup
- Implemented JWT auth flow
- Added refresh token rotation
- TODO: Add rate limiting
### 14:00 - Bug Fix
- Fixed race condition in user creation
- Root cause: missing transaction wrapper
Weekly Installs
78
Repository
GitHub Stars
24
First Seen
Jan 31, 2026
Security Audits
Gen Agent Trust HubFailSocketPassSnykPass
Installed on
opencode68
codex68
gemini-cli66
github-copilot66
amp65
kimi-cli65
React 组合模式指南:Vercel 组件架构最佳实践,提升代码可维护性
120,000 周安装