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Agent Skill · 研究检索

personal-agent-network(个人 Agent 网络)

personal-agent-network 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-agent-network 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为执行命令;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 24,475。

总安装 4,005周安装 162GitHub Stars 公开资料未说明下载 1,257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
0.1.1

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-agent-network(个人 Agent 网络)
来源仓库:https://github.com/madhavuf/personal-agent-network
安装命令:
openclaw skills install personal-agent-network
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-agent-network

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。

个人代理网络用于查找、检索和筛选相关信息,适合在 OpenClaw 中根据关键词或任务场景快速定位候选结果。适用于需要通过网络关系、授权清单和信任机制建立代理协作的研究与检索任务。通过关键词触发,自动匹配来源仓库中的线索并返回结构化结果。

安装命令为 openclaw skills install personal-agent-network,需确认权限范围和维护状态。使用前建议检查是否会触发联网、文件读写或外部 API 调用。

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-agent-network;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

    它需要执行命令,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

personal-agent-network 怎么安装?

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

personal-agent-network 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-agent-network 需要什么权限?

权限级别是执行命令。安装流程涉及命令执行,可能通过 openclaw skills install personal-agent-network 联网下载 Skill 或依赖。用户安装前应确认命令来源、仓库内容和执行环境。

personal-agent-network 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-agent-network 用的人多吗?

公开数据是累计安装 4,005 次,近一周安装 162 次,下载 1,257 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-agent-network 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。

先想清楚的地方

  • 需要执行命令,装到常用环境前要先评估影响面。
  • 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

  • 不能接受 Skill 在你机器上执行命令的人。
  • 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-agent-network

个人 Agent 网络 · 本页

4,005—执行命令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-agent-network
description
Design patterns for personal agents coordinating like executive assistants—delegation manifests, relationship handshakes, commitment tiers, trust, and OpenClaw ACP mapping.
metadata

Personal Agent Network (EA-style A2A)

Security & scope (read first)

This skill is documentation and design patterns only. It does not require installing binaries, credentials, or writing to disk.

  • Agents must not run shell commands, clawhub, or file paths on behalf of the user unless the user explicitly asks and your deployment allows exec.
  • Humans who maintain this skill publish updates using the ClawHub CLI in their own terminal; that is outside normal agent tool use.

Use this skill when the user wants two personal agents (or a personal agent and another principal’s agent) to work together like executive assistants: scoped authority, explicit preferences, gradual trust—not generic “agent marketplace” APIs.

Mental model

  • Principal = the human. Agent = software acting under delegated authority, not a faceless API.
  • Discovery is not “find any LLM”—it is find an agent whose principal has authorized the right delegation for this relationship.
  • Relationship before negotiation: agents introduce purpose, exchange delegation manifests, and humans approve asymmetries before routine coordination.

Core artifacts

1. Delegation manifest (machine-readable, human-signed intent)

A structured document the principal (or their OpenClaw identity) stands behind. Other agents use it to know what commitments are allowed without guessing from chat.

Minimum useful fields (extend as JSON or JSON-LD):

  • principal_id — stable id for the human (email, did, or OpenClaw identity ref).
  • agent_id — this agent instance (e.g. OpenClaw agentId).
  • scopes — what the agent may do alone (e.g. calendar:rw, email:read_draft, commit_financial:never).
  • limits — numeric/time (e.g. max_meeting_minutes, max_commit_usd, quiet_hours).
  • escalation — when to surface the human (family, legal, money, first contact, etc.).
  • version + signed_at — for revocation and updates.

2. Relationship contract (pairwise)

After introduction and manifest exchange, store a bilateral agreement:

  • Parties (two principals / agents).
  • Purpose (e.g. “scheduling for project X”).
  • Mutual constraints (hours, channels, max meeting length, cancellation rules).
  • Revocation — either principal can end it.

Keep it as a small file or ledger entry both sides mirror.

3. Commitment tiers

When one agent speaks to another, classify the utterance:

TierMeaningTypical requirement
T1 InformationalFacts, availability hintsManifest present
T2 Tentative“I can try to hold…”Scope allows
T3 Firm“We agree on 3pm”Within limits + relationship active
T4 BindingMoney/legal/vendorExplicit human approval on this action

Never present T3/T4 language if the manifest forbids it.

4. Trust / reputation (lightweight)

Optional signed log of kept vs broken commitments (not necessarily blockchain). Use it to start conservative with new relationships and relax caps as history builds.

Protocol interoperability

When stacks differ (OpenClaw vs other frameworks):

  1. Advertise supported profiles (e.g. “OpenClaw ACP + JSON manifest exchange”).
  2. Negotiate a shared outer format (JSON message + manifest attachments).
  3. Prefer a thin lingua franca over forcing one stack’s internals.

OpenClaw-native mapping (conceptual):

  • Identity / gateway auth → root trust for this agent.
  • sessions_send, sessions_spawn, session logs → coordination and audit primitives.
  • New product work might add: manifest types, relationship records, commitment events.

Semantic “capabilities” for personal agents

Avoid vague labels (“legal help”). Prefer task-shaped descriptions the principal approved:

  • Jurisdiction, deliverable type, SLA, volume, escalation path.

Match delegated scope + relationship purpose, not raw model benchmarks.

Escalation hierarchy (always explicit)

  1. Human — final authority; sensitive or out-of-scope.
  2. Agent — routine, in-manifest, known relationship.
  3. Reject / clarify — ambiguous capability, missing trust, or scope mismatch.

When to load this skill

  • User asks about agent-to-agent, two personal assistants, delegation, trust between agents, or listing a skill on ClawHub for this domain (answer conceptually; do not run clawhub unless the user requests a terminal command and policy allows it).
  • User wants to design manifests, handshakes, or commitment tiers—not only marketplace listings.

Publishing & registry (humans only)

To publish or update this skill on ClawHub, use the ClawHub CLI on your machine (install, clawhub login, then clawhub publish with a new semver when content changes). See the official ClawHub documentation at clawhub.com for the current publish syntax and flags—do not rely on copy-pasted shell snippets inside this file.

References

平台分布

OpenClaw

75.83%
按下载量换算953

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

通过

权限和风险

执行命令

安装流程涉及命令执行,可能通过 openclaw skills install personal-agent-network 联网下载 Skill 或依赖。用户安装前应确认命令来源、仓库内容和执行环境。

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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