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AGENT2026-04-30

给任意 AI 完美记忆:用 Markdown 文件构建跨平台记忆系统

一个改变你使用任何 AI 方式的方法。

大多数 AI 默认的记忆基本无用——经常忘记上下文,每次都要重新解释自己,即便解释了也还是会忘。

这篇文章是通用版本,适用于 ChatGPT、Grok、Gemini、Perplexity、Claude 和未来任何 AI 平台。核心工具是本地 Markdown 文件,保护数据、离线可用。

两个核心文件

Identity.md:身份总览

每次在新 AI 平台开对话时粘贴进去,一键加载你的基础上下文。

# Identity File

## Who I am
Name:
Location:
Occupation:

## What I do
[2-3 sentences on your work, role, or business]

## My goals right now
-
-
-

## Tools and platforms I use daily
[List your apps, AI tools, platforms]

## How I like AI to communicate with me
Tone: [direct / conversational / formal]
Length: [concise / detailed]
Format: [prose / bullet points / mixed]
Never: [list anything you hate — hedging, excessive caveats, filler phrases]

## Context that is always relevant
[Anything an AI should always know about your situation]

## What I am focused on right now
[Your current projects or priorities — update this every few weeks]

填充越具体,文件越有用。

Memory.md:工作流日志

针对每个高频 AI 工作流创建单独的 Memory.md,记录决策、偏好和上下文。

# Memory File

## About this file
This file is a running log of context, decisions, and insights
related to [x] project and workflow.

## [Month Year]

文件夹结构:

AI Memory/
├── Identity.md
└── Memory.md for X workflow

使用方法

第一步:粘贴 每次在新 AI 平台开对话,把 Identity.md 作为第一条消息粘贴进去:

Read this context before we begin:

[paste identity.md contents here]

切换项目时,同时粘贴 Identity.md 和对应的 Memory.md:

IDENTITY:
[paste identity.md]

MEMORY:
[paste memory.md]

第二步:更新 Memory.md

在 AI 对话结束时,用这个 prompt 让 AI 总结值得记住的内容:

Before we finish, I want a full update of my preferences for this workflow.

Review our entire conversation and tell me:
- Decisions I made
- Preferences I expressed
- Frameworks or approaches that worked well
- Projects or tasks discussed with current status
- Context that would be useful in future conversations

Format each new entry as:
[DATE] - [CATEGORY] - [SUMMARY IN 1-2 SENTENCES]

把结果复制进对应的 Memory.md。

第三层:自动更新 prompt

在对话开始时加这个,AI 会实时标记值得记忆的内容:

During our conversation, if you notice anything worth adding to my
memory.md file — a decision I make, a preference I express, a framework
that works well, or context useful in future sessions — flag it in real
time with [MEMORY WORTH SAVING] and a one-line summary.

At the end of our session I will ask you to compile everything into
an updated memory.md file.

完整流程

打开任何 AI → 粘贴 Identity.md → 粘贴相关 Memory.md → 工作 → 对话结束时跑更新 prompt → 把新变化存到对应 Memory.md → 重复。

每周花几分钟更新记忆文件,可以节省数小时重新 prompt 的时间。


这个系统的本质是把 AI 记忆外部化到文件系统——你控制数据,不依赖任何平台的闭源记忆功能。跨平台切换时(比如从 Claude 切到 Kimi),只要复制粘贴两个文件,新 AI 就能拥有完整上下文。