Memo Quickstart | Agent Skills Atlas

About this skill

面向零依赖场景的本地记忆系统,解决搜索精度不足、上手门槛高、数据格式不统一四大痛点. 三层记忆架构(热内存SESSION-STATE.json/冷存储memories/目录/人类可读归档MEMORY.md+daily/)协同提供从快到慢的记忆存取. TF-IDF+近期加权+重要度加权+标签匹配四维混合检索算法,召回率比纯TF-IDF提升40%. WAL写前日志协议确保响应前先写入记忆,避免崩溃丢失上下文. 统一JSON schema支持preference/decision/fact/lesson/context五种记忆类型,便于迁移与互操作. 记忆关系图谱支持relatedto/followedby关系链,查到一条记忆可顺藤摸瓜找到关联记忆. 迁移工具支持从其他记忆系统一键导入. 适用于隐私敏感场景、离线开发、学习记忆系统、构建自定义Agent记忆层. 无API Key、无云、无追踪,纯本地记忆.

Quick start

Copy the install prompt. Use the green button above this README.
Send it to your agent. Paste it into your coding agent’s chat and send.
Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.

Installation guide →

Review, license & listing details

Review the source before using this skill

This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.

Automated security scan: Unavailable

HTTP 404

About scan coverage and limitations

Original listing metadata

Original name

memo-quickstart

Original description

面向零依赖场景的本地记忆系统，解决搜索精度不足、上手门槛高、数据格式不统一四大痛点. 三层记忆架构（热内存SESSION-STATE.json/冷存储memories/目录/人类可读归档MEMORY.md+daily/）协同提供从快到慢的记忆存取. TF-IDF+近期加权+重要度加权+标签匹配四维混合检索算法，召回率比纯TF-IDF提升40%. WAL写前日志协议确保响应前先写入记忆，避免崩溃丢失上下文. 统一JSON schema支持preference/decision/fact/lesson/context五种记忆类型，便于迁移与互操作. 记忆关系图谱支持related_to/followed_by关系链，查到一条记忆可顺藤摸瓜找到关联记忆. 迁移工具支持从其他记忆系统一键导入. 适用于隐私敏感场景、离线开发、学习记忆系统、构建自定义Agent记忆层. 无API Key、无云、无追踪，纯本地记忆.

About this listing

Category: General
Reported license: Not specified
Listing language (estimated): Chinese
Review status: Not individually reviewed
Agent compatibility: Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.