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构建双层记忆体系，让 AI 理解团队术语并持续协作办公
复制安装指令，让 AI 自动完成配置 · 推荐新手
请帮我安装 askskill 上的 "memory-management" 技能： 1. 下载 https://raw.githubusercontent.com/anthropics/knowledge-work-plugins/main/productivity/skills/memory-management/SKILL.md 2. 保存为 ~/.claude/skills/memory-management/SKILL.md 3. 装好后重载技能，告诉我可以用了
请为我们的 AI 协作环境设计一个双层记忆结构：CLAUDE.md 用于当前项目工作记忆，memory/ 目录用于长期知识库。重点覆盖团队缩写、内部项目代号、成员昵称和常见表达，并给出目录结构与维护规则。
一套可落地的记忆架构方案，包含文件组织、术语记录方式和更新规范。
我们团队经常说“火星”“小蓝”“QBR”“老王版方案”这类简称。请帮我制定一份记忆模板，让 AI 能准确识别这些简称对应的项目、人物、会议和方案版本，并示范如何写入 CLAUDE.md 和 memory/。
一份内部简称记忆模板，并附带工作记忆与长期记忆的填写示例。
请帮我设计一套记忆管理流程，让 AI 在多轮协作中持续记住我们的工作背景、偏好和约定用语。要求区分短期任务上下文与长期团队知识，并给出新增、归档、去重和复用的操作建议。
一套提升协作连续性的记忆管理流程，便于团队长期复用。
Memory makes Claude your workplace collaborator - someone who speaks your internal language.
Transform shorthand into understanding:
User: "ask todd to do the PSR for oracle"
↓ Claude decodes
"Ask Todd Martinez (Finance lead) to prepare the Pipeline Status Report
for the Oracle Systems deal ($2.3M, closing Q2)"
Without memory, that request is meaningless. With memory, Claude knows:
CLAUDE.md ← Hot cache (~30 people, common terms)
memory/
glossary.md ← Full decoder ring (everything)
people/ ← Complete profiles
projects/ ← Project details
context/ ← Company, teams, tools
CLAUDE.md (Hot Cache):
memory/glossary.md (Full Glossary):
memory/people/, projects/, context/:
User: "ask todd about the PSR for phoenix"
1. Check CLAUDE.md (hot cache)
→ Todd? ✓ Todd Martinez, Finance
→ PSR? ✓ Pipeline Status Report
→ Phoenix? ✓ DB migration project
2. If not found → search memory/glossary.md
→ Full glossary has everyone/everything
3. If still not found → ask user
→ "What does X mean? I'll remember it."
This tiered approach keeps CLAUDE.md lean (~100 lines) while supporting unlimited scale in memory/.
CLAUDE.md in current working directorymemory/ subdirectoryUse tables for compactness. Target ~50-80 lines total.
# Memory
## Me
[Name], [Role] on [Team]. [One sentence about what I do.]
## People
| Who | Role |
|-----|------|
| **Todd** | Todd Martinez, Finance lead |
| **Sarah** | Sarah Chen, Engineering (Platform) |
| **Greg** | Greg Wilson, Sales |
→ Full list: memory/glossary.md, profiles: memory/people/
## Terms
| Term | Meaning |
|------|---------|
| PSR | Pipeline Status Report |
| P0 | Drop everything priority |
| standup | Daily 9am sync |
→ Full glossary: memory/glossary.md
## Projects
| Name | What |
|------|------|
| **Phoenix** | DB migration, Q2 launch |
| **Horizon** | Mobile app redesign |
→ Details: memory/projects/
## Preferences
- 25-min meetings with buffers
- Async-first, Slack over email
- No meetings Friday afternoons
memory/glossary.md - The decoder ring:
# Glossary
Workplace shorthand, acronyms, and internal language.
## Acronyms
| Term | Meaning | Context |
|------|---------|---------|
| PSR | Pipeline Status Report | Weekly sales doc |
| OKR | Objectives & Key Results | Quarterly planning |
| P0/P1/P2 | Priority levels | P0 = drop everything |
## Internal Terms
| Term | Meaning |
|------|---------|
| standup | Daily 9am sync in #engineering |
| the migration | Project Phoenix database work |
| ship it | Deploy to production |
| escalate | Loop in leadership |
## Nicknames → Full Names
| Nickname | Person |
|----------|--------|
| Todd | Todd Martinez (Finance) |
| T | Also Todd Martinez |
## Project Codenames
| Codename | Project |
|----------|---------|
| Phoenix | Database migration |
| Horizon | New mobile app |
memory/people/{name}.md:
# Todd Martinez
**Also known as:** Todd, T
**Role:** Finance Lead
**Team:** Finance
**Reports to:** CFO (Michael Chen)
## Communication
- Prefers Slack DM
- Quick responses, very direct
- Best time: mornings
## Context
- Handles all PSRs and financial reporting
…
围绕客户问题进行多来源调研与溯源，快速整理背景并支持准确回复。
为 Claude Code 持久保存项目记忆与 Git 快照，跨会话延续决策和架构上下文。