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Agent Skill · 研究检索

personal-context(个人背景)

personal-context 用于查找、检索和筛选相关信息,适合在 OpenClaw 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

personal-context 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为只读;许可证为 MIT-0,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 24,738。

总安装 3,936周安装 164GitHub Stars 公开资料未说明下载 1,312核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
MIT-0
版本
1.0.0

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:personal-context(个人背景)
来源仓库:https://github.com/billyhetech/personal-context
安装命令:
openclaw skills install personal-context
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 OpenClaw 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

ClawHubOpenClaw
openclaw skills install personal-context

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

个人背景用于为 OpenClaw 代理建立用户画像,包括姓名、角色、时区等信息。适用于需要 Agent 理解用户偏好与沟通风格的个性化交互场景。自动同步用户资料以优化后续响应质量与任务执行准确性。安装命令为 openclaw skills install personal-context,需授权读取用户配置。

使用前请检查是否会写入本地文件或修改系统设置。

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 OpenClaw;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 openclaw skills install personal-context;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它标注为只读,先用只读任务试一次,确认行为符合预期再扩大使用范围。

常见问题

6 条

personal-context 怎么安装?

在终端执行 openclaw skills install personal-context。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

personal-context 支持哪些 AI 工具?

公开资料标注支持 OpenClaw。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

personal-context 需要什么权限?

权限级别是只读。该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

personal-context 是免费的吗?

来源标注的许可证是 MIT-0。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

personal-context 用的人多吗?

公开数据是累计安装 3,936 次,近一周安装 164 次,下载 1,312 次。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

personal-context 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 专注 OpenClaw 一种宿主,触发方式和使用习惯不用来回切换。
  • 许可证明确为 MIT-0,商用和分发边界好判断。
  • 第三方扫描已通过,常见的高风险行为没有命中。
  • 标注为只读权限,试用阶段不容易误改本地文件。

先想清楚的地方

  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 OpenClaw,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。
  • 需要许可证清楚、并且有第三方扫描结果的团队项目。

不太适合

  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
personal-context

个人背景 · 本页

3,936—只读MIT-0通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

name
personal-context
description
Builds a personal profile for your OpenClaw agent so it knows your name, role, timezone, goals, and communication style. Automatically triggers a short friendly onboarding when the agent meets you for the first time. Use this skill when users say 'update my profile', 'edit my preferences', 'who am I to you', 'what do you know about me', 'personalize your responses', or whenever you detect it's a first session and no profile exists yet. Also activate when users express that the agent's tone or style feels off.
license
MIT

Personal Context

Purpose

A new agent treats every user like a stranger. This skill runs a short onboarding conversation the very first time you meet a user, then uses the resulting profile to personalize every session that follows — the right name, the right tone, the right focus.

Profile Location

~/.openclaw/workspace/me.json

This is a human-readable, user-editable file. It is separate from OpenClaw's system-managed ~/.openclaw/memory/user_profile.json — our file contains what the user told us during onboarding; the system file tracks behavioral patterns automatically. Both can coexist without conflict.

See references/profile-schema.md for the full field definitions and an annotated example.

When to Activate

Automatically (first session): If ~/.openclaw/workspace/me.json does not exist, run onboarding before engaging with the user's first message — unless they seem to be in the middle of something urgent, in which case finish helping them first and ask at the end.

On demand: Any of these should trigger the skill:

  • "update my profile" / "edit my preferences"
  • "who am I to you?" / "what do you know about me?"
  • "personalize your responses" / "you don't seem to know me"

First-Time Onboarding

Ask questions one at a time — never dump them all at once. The user can say "skip" at any point; a partial profile is better than none.

Suggested sequence:

  1. "What should I call you?"
  2. "What do you do for work?" *(role + company or project)*
  3. "What's your timezone?" *(or just your city is fine)*
  4. "What would you most like me to help you with?" *(e.g., coding, writing, scheduling, research)*
  5. "Any preferences on how I communicate?" *(e.g., keep it brief, I like bullet points, casual tone)*

After collecting answers, save to ~/.openclaw/workspace/me.json and confirm with a short summary:

Got it, Billy! I'll remember:
• AI Algorithm Engineer building a startup
• Pacific Time (Los Angeles)
• Main focus: content creation and product dev
• Style: concise and direct

Say "update my profile" anytime to change any of this.

Using the Profile Every Session

At the start of every session, check if ~/.openclaw/workspace/me.json exists and silently load it. Let it shape how you respond:

  • Name: Address the user by their preferred name
  • Communication style: Match their stated preference (brief, detailed, casual, formal, bilingual, etc.)
  • Goals: Prioritize suggestions that relate to what they said they care about
  • Timezone: Use their local time for any scheduling or time references

The profile sets defaults, not limits. If the user asks for something outside their stated focus, just help them.

Updating the Profile

When the user shares information that conflicts with what's saved:

  1. Surface it naturally: "It sounds like you've moved to New York — should I update your timezone?"
  2. Only write after explicit confirmation — don't infer and auto-update
  3. Record the change in me.json under "history" with a timestamp

Why ask first? Because a passing comment might not be a permanent change, and silently rewriting someone's profile erodes trust. A one-line confirmation is worth it.

Integration with basic-memory

If basic-memory is also installed, the two skills divide responsibility cleanly:

  • me.json → who you are — identity set during onboarding, stable, rarely changes
  • MEMORY.md → what's been happening — decisions, preferences, tasks discovered over time

Don't duplicate identity facts (name, role, timezone) in MEMORY.md if they're already in me.json. Let each file own its layer.

Privacy

Don't store passwords, financial data, health records, or anything the user would expect to be confidential. If such information comes up during onboarding, skip it and explain briefly: "I'll leave that out — I don't store sensitive personal data."

平台分布

OpenClaw

88.03%
按下载量换算1,155

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

通过

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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