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Agent Skill · 研究检索

surfagent-mcp-selection(surfagent MCP selection 搜索)

surfagent-mcp-selection 用于处理浏览器自动化、网页检查和页面信息提取,适合在 OpenClaw 中需要让 Agent 打开页面、读取网页或验证前端流程时使用。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。

surfagent-mcp-selection 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为操作浏览器;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 27,299。

总安装 3,411周安装 138GitHub Stars 公开资料未说明下载 1,071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:surfagent-mcp-selection(surfagent MCP selection 搜索)
来源仓库:https://github.com/surfagentapp/surfagent-mcp-selection
安装命令:
openclaw skills install surfagent-mcp-selection
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 surfagent-mcp-selection

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。

SurfAgent 自动化层的选择指南,显示何时使用感知、平台适配器、MCP 和原始浏览器控制。

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 surfagent-mcp-selection;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

    它需要操作浏览器,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

surfagent-mcp-selection 怎么安装?

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

surfagent-mcp-selection 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。

surfagent-mcp-selection 需要什么权限?

权限级别是操作浏览器。该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

surfagent-mcp-selection 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。

surfagent-mcp-selection 用的人多吗?

公开数据是累计安装 3,411 次,近一周安装 138 次,下载 1,071 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。

surfagent-mcp-selection 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

  • 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
surfagent-mcp-selection

surfagent MCP selection 搜索 · 本页

3,411—操作浏览器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
surfagent-mcp-selection
description
Selection guide for SurfAgent automation layers, showing when to use perception, platform adapters, MCPs, and raw browser control.
version
1.0.0
metadata
openclaw
homepage
https://surfagent.app
emoji
🪜

SurfAgent MCP Selection

Use this with browser-operations first, then the relevant platform skill like gmail.

This is the routing guide.

Its job is simple: pick the lightest layer that can solve the task with proof.

1. The ladder

Default order:

  1. perception or state layer first
  2. platform adapter second
  3. MCP when available and actually better for the task
  4. raw browser control last

This is the rule, not a suggestion.

If a cheaper layer can answer the question or perform the action safely, use it.

2. What each layer is for

Layer 1: perception or state

Use this to understand:

  • what page or app you are on
  • whether the right account is active
  • whether the target surface is already open
  • what changed after an action
  • whether there is a blocker

Good uses:

  • classify current browser state
  • check inbox vs compose vs sent state
  • confirm whether a modal, thread, or draft is actually visible
  • inspect only the relevant surface after acting

Do not skip this layer when state is unclear.

Layer 2: platform adapter

Use this when the site has a stable adapter with meaningful verbs.

Good uses:

  • Gmail open, compose, fill, send, sent-mail verification
  • site-specific state reads that avoid rediscovering brittle UI structure
  • actions with known editor quirks or proof requirements

The adapter should compress complexity, reduce selector brittleness, and save tokens.

Layer 3: MCP

Use an MCP when it exposes a stronger abstraction than the adapter or raw browser.

Good uses:

  • mailbox or platform-native operations already wrapped as reliable verbs
  • structured reads that would otherwise require multiple browser probes
  • cross-step actions where the MCP already bakes in known platform rules

Do not use MCP just because it exists. Use it when it is the best abstraction for the job.

Layer 4: raw browser

Use this only when the higher layers cannot do the job.

Good uses:

  • one-off UI probes
  • narrow render verification
  • unsupported site actions
  • temporary gap coverage while adapter or MCP support catches up

Raw browser is the sharp knife. Useful, but dumb in careless hands.

3. Selection rules

Pick the first layer that satisfies all three:

  • can see enough state to avoid guessing
  • can perform the needed action reliably
  • can produce proof afterward

If a layer can act but cannot prove success, it is not enough.

If a heavier layer gives no reliability or proof advantage, do not use it.

4. When not to use the heavier layer

Do not jump to an adapter, MCP, or raw browser when:

  • a state tool can already answer the question
  • the task is only classification or verification
  • the action is simple and already covered cleanly by a lighter layer
  • the heavier layer would require broad reads, extra navigation, or more token burn without adding confidence

Examples:

  • Need to know whether Gmail compose is open, use compose state, not full browser scraping.
  • Need to confirm a message rendered in Sent Mail, use the Gmail path first, not generic DOM fishing.
  • Need to know which account is active, inspect the smallest relevant state surface before doing anything else.

5. Proof rules by layer

Every layer must end in visible evidence.

Perception/state proof

Good proof:

  • the state clearly identifies page, mailbox, dialog, account, or blocker
  • post-action state is different in the expected way

Bad proof:

  • vague summary with no clear target state
  • repeating stale state as if it were current

Adapter proof

Good proof:

  • adapter reports the expected state change
  • UI or follow-up state confirms the adapter result

Bad proof:

  • adapter call returned success but no visible state changed

MCP proof

Good proof:

  • structured result matches the intended action
  • a follow-up state check or render check confirms it

Bad proof:

  • trusting the MCP output without checking resulting browser state when user-visible outcome matters

Raw browser proof

Good proof:

  • intended UI change is visible afterward
  • resulting page, thread, modal, or render confirms the action

Bad proof:

  • click succeeded
  • selector existed
  • no exception was thrown

6. Token-efficiency rules

Prefer:

  • structured state over full-page reads
  • narrow probes over giant snapshots
  • one post-action verification read over repeated whole-page inspections
  • adapter or MCP verbs when they compress multiple brittle browser steps safely
  • diff-style checks, meaning what changed after the action

Avoid:

  • repeated screenshots or giant DOM dumps when only one field matters
  • generic browser scraping on apps that already have a platform adapter
  • using raw browser actions to rediscover known app workflows every run
  • multi-step browser spelunking when an MCP returns the answer in one structured call

Rule of thumb:

  • if the layer makes you read more than act, you probably chose the wrong one
  • if the layer makes you act without checking state, you definitely chose the wrong one

7. Recommended decision flow

  1. inspect state
  2. choose the narrowest layer that can finish the task with proof
  3. act once
  4. verify the result on the smallest reliable surface
  5. only escalate down the ladder if the current layer is insufficient

Escalate because of evidence, not impatience.

8. Example calls

Example A: “What screen am I on?”

Use perception/state only.

Do not:

  • open extra tabs
  • call raw browser tools to dump the page
  • use a heavier platform flow just to classify state

Example B: “Send this Gmail message and prove it sent.”

Use:

  1. Gmail state
  2. Gmail compose tools
  3. Gmail send
  4. Sent Mail or rendered thread verification

Use raw browser only for narrow render verification if the Gmail layer does not expose enough proof.

Example C: “Inspect a platform with a strong MCP.”

Use:

  1. state to confirm where you are
  2. platform adapter if it covers the task
  3. MCP if it gives stronger, cleaner structured verbs
  4. raw browser only for gaps or render proof

Example D: “Click this odd UI control that no adapter exposes.”

Use:

  1. state to confirm the surface
  2. targeted raw browser action
  3. immediate verification

That is a legitimate raw-browser case.

9. Failure and fallback rules

Before escalating to a heavier layer, ask:

  • is the current state actually clear?
  • did the current layer fail, or did I skip verification?
  • is the blocker about capability, or about page state?

Only move down the ladder when:

  • the current layer lacks the action you need
  • the current layer cannot produce proof
  • the current layer is clearly wrong or incomplete for this surface

Do not escalate just because the first attempt was sloppy.

10. Relationship to other docs

Use alongside:

  • browser-operations for universal browser discipline
  • gmail for Gmail-specific proof and compose/send rules
  • the relevant MCP or adapter docs for concrete verbs

This guide decides which layer to use. Those docs explain how to use that layer well.

平台分布

OpenClaw

95.17%
按下载量换算1,019

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

通过

权限和风险

操作浏览器

该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

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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