Memo Quickstart
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.
Security AStatic scan found no risk patternsHow grading works ›
From the source SKILL.md
面向零依赖场景的本地记忆系统，用三层架构和混合检索算法，在不引入任何外部依赖的前提下，提供开箱即用的记忆能力。无API Key、无云、无追踪，纯本地记忆.
What this skill does
Memo Quickstart is a community-contributed Claude Code skill in the education-learning sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/memo-quickstart/ and loads when your prompt matches the skill's trigger.
Who uses this skill
The Memo Quickstart Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 174,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).
How to install
Free
Manual install (2 steps)
mkdir -p ~/.claude/skills/memo-quickstart
curl -L https://claudskills.com/skills/memo-quickstart/SKILL.md \
-o ~/.claude/skills/memo-quickstart/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/memo-quickstart/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/memo-quickstart/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\memo-quickstart\SKILL.md on Windows. See the full install guide for step-by-step instructions.
Telegram
📱 Install from your phone or desktop Telegram
Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →
Pro
One-click install via the desktop app
The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.
Pro
For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.
Frequently asked questions
How do I install the Memo Quickstart Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy
SKILL.md from the source repository to
~/.claude/skills/memo-quickstart/SKILL.md and restart Claude Code. Both flows are detailed at
claudskills.com/install/.
What does the Memo Quickstart skill do?
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.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Memo Quickstart skill?
Use Memo Quickstart when your Claude Code task falls under the General category — specifically in the education learning area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Memo Quickstart" or describe the task and let Claude pick). Browse related skills at
/category/general/.
What is a Claude Code skill and how does the Memo Quickstart skill fit in?
A Claude Code skill is a
SKILL.md file that lives under
~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Memo Quickstart is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at
/learn/what-is-a-claude-skill/.
Attribution & license
Cite this skill
If you reference this skill in a blog post, paper, or documentation, you can cite it as:
APA
thcjp. (2026). Memo Quickstart [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/memo-quickstart/
BibTeX
@misc{memo-quickstart-2026,
author = {thcjp},
title = {Memo Quickstart [Claude Code skill]},
year = {2026},
publisher = {ClaudSkills},
url = {https://claudskills.com/skills/memo-quickstart/}
}Embed this skill
Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →
Badge
[](https://claudskills.com/skills/memo-quickstart/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)
<script>
<script src="https://claudskills.com/embed/memo-quickstart.js" async></script>
<iframe>
<iframe src="https://claudskills.com/embed/memo-quickstart.html" width="100%" height="160" frameborder="0" loading="lazy" title="ClaudSkills: Memo Quickstart"></iframe>
Security scan
Grade A · scanned 2026-08-02 — free static scan against the OWASP Agentic Skills Top 10.
No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›
- ✓ Prompt injection
- ✓ Data exfiltration
- ✓ Supply chain
- ✓ Reverse shell
- ✓ Credentials
- ✓ Execution
- ✓ Filesystem
- ✓ Persistence
- ✓ Obfuscation
- ✓ Network
Show this grade on your repo (click to copy):
[](https://claudskills.com/skills/memo-quickstart/#security)
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