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AI 仓库情报摘要
FR-AI / ANALYSIS为什么值得关注
它创建了一个持久的、分层的用户思维与工作模式模型，AI 代理可通过模型上下文协议（MCP）进行查询，从而实现基于证据的决策和主动任务延续，同时所有数据保留在本地且隐私受控。
适合谁使用
- 使用 AI 编码代理（Codex、Claude Code）并希望获得个性化上下文的开发者
- 注重隐私、希望用本地方案替代云端个人 AI 模型的专业人士
- 希望利用 AI 代理了解其优先级和未完成任务、实现工作流自动化的高级用户
典型使用场景
- 让任何兼容 MCP 的 AI 代理拥有你的目标、优先级和工作模式的实时模型，从而获得个性化回复
- 让编码代理基于你的实际活动自动识别并继续未完成的工作
- 在你睡眠时执行后台任务——代理完成安全的本地工作，并生成晨间报告
项目优势
- 完全本地运行，无云端依赖；用户可检查、修正、导出和删除所有数据
- 采用确定性的多层模型（点→线→面→体→根），每个声明都附有证据记录
- 通过 MCP 与多种客户端无缝集成——一次注册，多个代理共用同一模型
- 支持合成演示（无需个人数据）和真实安装，并提供精细的 macOS 权限控制
使用前须知
- 仅支持 macOS 13 及以上版本，且需要辅助功能权限（不支持其他操作系统）
- 语义建模需要大语言模型（LLM）——采集阶段可选，但构建模型层次时必须使用
- 首次有效召回预计在抓取约十分钟后出现，但并非保证的基准结果
README 快速开始
Persome: Build your Personal Model
▶ Watch the Personal Model demo
The open-source Personal Model that makes every AI yours.
Persome learns how you actually think and work from focused activity captured on your Mac after you grant macOS permission—then gives Codex, Claude Code, and other trusted MCP-compatible clients evidence-linked context to continue your work and make grounded decisions.
Runs locally on your Mac. Private by default. Yours to inspect, correct, export, and delete.
Try the synthetic demo · Install with your data · Connect an MCP client · Star Persome on GitHub
Concept illustration of a mature Personal Model. The deterministic Runtime proof is shown in the demo below.
What is it?
Your HUMAN.md
Persome connects activity into progressively deeper context:
| Layer | Meaning |
|---|---|
| Point | A sourced observation or event |
| Line | A relationship or change over time |
| Face | A pattern supported by related evidence |
| Volume | A higher-order structure across projects or areas of life |
| Root | The current integrated model of you |
New evidence can strengthen, revise, or overturn an earlier inference. Every important claim keeps receipts.
Use cases
1. One Root — A Model of You
Thousands of moments. One evolving model of you.
Persome turns sourced observations into relationships, patterns, higher-order structure, and one current Root: what matters now, how you tend to decide, and where your attention is moving.
From Points to Lines, Faces, Volumes, and one Root—a living model of who you are and what matters now.
2. Same AI. Different You.
The model is the same. The person it understands is different.
Two people can give the same AI the same prompt and deserve different answers. Your Personal Model changes how an agent prioritizes, decides, writes, and acts—because it understands who it is working for.
The same prompt should not produce the same answe
项目描述
Build your HUMAN.md.
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