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surfagent-mcp-selectionsurfagent MCP selection 搜索

Agent Skill

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。

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下载量

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安装说明

本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

2

许可证

MIT-0

最后核验

2026-05-01

来源状态

来源可访问

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。

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openclaw skills install surfagent-mcp-selection

简介

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。

SKILL.md

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.

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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。

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