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Agent Skill · 研究检索

chrome-devtools-web-research(chrome devtools 网络研究)

chrome-devtools-web-research 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。

chrome-devtools-web-research 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,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 11,972。

总安装 10,702周安装 455GitHub Stars 公开资料未说明下载 3,749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
1.0.3

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:chrome-devtools-web-research(chrome devtools 网络研究)
来源仓库:https://github.com/hackerchai/chrome-devtools-web-research
安装命令:
openclaw skills install chrome-devtools-web-research
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 chrome-devtools-web-research

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。

该技能用于通过远程调试 Chrome 会话从真实网站提取信息与导航。适用于社交平台等复杂站点的检查、搜索与信息抓取任务。支持使用 chrome-devtools-mcp 进行深度网页分析与数据提取。安装前需确认权限范围、维护状态,以及是否涉及联网或文件读写操作。

建议核对原始 README 以了解反爬策略与合规使用注意事项。

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 chrome-devtools-web-research;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

chrome-devtools-web-research 怎么安装?

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

chrome-devtools-web-research 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。

chrome-devtools-web-research 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。

chrome-devtools-web-research 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。

chrome-devtools-web-research 用的人多吗?

公开数据是累计安装 10,702 次,近一周安装 455 次,下载 3,749 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。

chrome-devtools-web-research 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

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。

先想清楚的地方

  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 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。

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
chrome-devtools-web-research

chrome devtools 网络研究 · 本页

10,702—操作浏览器MIT-0有提醒

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
chrome-devtools-web-research
description
Browser-driven web research and live site inspection using chrome-devtools-mcp over a remote-debugging Chrome session. Use when a user asks to investigate, verify, cross-check, monitor, or extract information from real websites or dynamic pages—especially social platforms, search engines, docs, dashboards, login-aware flows, and JavaScript-heavy sites where page state matters or normal search/read tools are insufficient. Always start with Chrome DevTools MCP via mcporter instead of waiting for the user to remind you. Default pattern: Google first for the main reporting chain, X second for live discussion, and Reddit third for community source-tracing and cross-verification.

Chrome DevTools Web Research

Use chrome-devtools-mcp@latest through mcporter to drive Chrome, inspect real pages, and extract structured findings from dynamic websites.

Use MCP first by default. Do not wait for the user to remind you to use it.

For concrete failure wording and remediation paths, read references/troubleshooting.md.

User setup guidance

If the user needs to enable tab access in Chrome, give them this short setup flow:

  1. Open chrome://inspect/#remote-debugging
  2. Toggle it on
  3. That’s it — the agent can now see the user’s tabs, cookies, logins, and page state through Chrome DevTools MCP

Explain plainly that this uses Chrome DevTools MCP under the hood and does not require a browser extension.

Quick start

  1. Verify the MCP server is available.
  2. Open the target page with chrome-devtools.new_page.
  3. Take a snapshot and read visible structure from the accessibility tree.
  4. Navigate, click, fill, or switch tabs as needed.
  5. Cross-check important claims across multiple sources.
  6. Close pages promptly when a search leg is done.
  7. Summarize by source quality, not page volume.

Core commands

mcporter list --output json
mcporter call chrome-devtools.new_page --args '{"url":"https://example.com"}' --output json
mcporter call chrome-devtools.take_snapshot --args '{}' --output json
mcporter call chrome-devtools.click --args '{"uid":"<tab_uid>"}' --output json
mcporter call chrome-devtools.navigate_page --args '{"url":"https://example.com/next"}' --output json
mcporter call chrome-devtools.fill --args '{"uid":"<input_uid>","value":"query text"}' --output json
mcporter call chrome-devtools.press_key --args '{"key":"Enter"}' --output json
mcporter call chrome-devtools.close_page --args '{}' --output json

Workflow

Default operating rule

  1. Always try MCP first with mcporter + chrome-devtools.
  2. Start searching proactively when the task implies browsing or research.
  3. Only stop to ask for help when Chrome-side access is broken.
  4. If setup/access fails, prompt the user to check Chrome, especially remote debugging / inspect availability, then retry.
  5. Close pages promptly when a page or search leg is no longer needed.

Failure and retry policy

Do not give up after the first MCP/browser failure.

Use references/troubleshooting.md for concrete error classes, user-facing wording, and remediation steps.

Follow this retry order strictly:

  1. Retry the same MCP command once immediately if the error looks transient.
  2. If it still fails, run mcporter list --output json again to verify chrome-devtools is still present.
  3. If the server is present, retry with the smallest next step:

- reopen the page with chrome-devtools.new_page, or - re-run chrome-devtools.take_snapshot, or - re-issue a single click/fill/navigation action.

  1. If Chrome itself appears unreachable, explicitly tell the user to check Chrome remote debugging / inspect access, then retry after that.
  2. If Google is blocked by captcha, consent wall, or anti-bot friction, do not stall. Record that Google was blocked and continue to X, then Reddit.
  3. Only stop the flow when the browser bridge is clearly broken and the user must intervene.

Practical rule: prefer one immediate retry + one environment re-check + one resumed attempt. Do not loop endlessly.

Default search strategy

If the user does not specify a website, platform, or search engine, follow this chain by default and in order:

  1. Google first
  2. X second
  3. Reddit third

Treat this as the standard search chain, not an optional suggestion.

Required behavior for the chain:

  • Start with Google for broad discovery, main reporting chain, and likely primary/secondary sources.
  • Then check X for live spread, fresh claims, quote-post chains, contradictions, and breaking updates.
  • Then check Reddit for community source-tracing, surfaced links, and discussion that may reveal the original source trail.
  • Do this proactively. Do not wait for the user to ask for each platform one by one.
  • If the user only says “search this”, still run the chain unless they explicitly restrict scope.
  • If one source is blocked, unavailable, or low value, continue to the next source instead of stopping.

Minimum acceptable default sequence:

  1. Open Google results for the query
  2. Inspect at least one fresh snapshot there
  3. Open X search for the same query
  4. Inspect at least one fresh snapshot there
  5. Open Reddit search for the same query
  6. Inspect at least one fresh snapshot there
  7. Then summarize across the chain

If Google is blocked by a bot challenge or consent wall, report that friction, mark the Google leg blocked, and continue with X -> Reddit without waiting for user confirmation.

This default is for open-ended web research. If the user explicitly names another site, search engine, or platform, follow that instead.

1. Confirm MCP access

Run:

mcporter list --output json

Expect a chrome-devtools server using a transport similar to:

STDIO npx chrome-devtools-mcp@latest --autoConnect

If mcporter is missing, help the user install it first. If the chrome-devtools MCP server is missing, help the user configure or install it instead of stopping at a vague error.

Practical install/remediation flow:

npm i -g mcporter
mcporter list

If Chrome DevTools MCP is not available yet, guide the user to set up or reconnect the server used by mcporter, and then retry mcporter list until chrome-devtools appears.

Do not ask whether MCP should be used. If it is available, proceed immediately.

2. Open the target page directly

Prefer direct URLs whenever possible.

mcporter call chrome-devtools.new_page --args '{"url":"https://target-site.example/path"}' --output json

Use direct navigation for:

  • search result pages
  • filtered URLs
  • deep links to posts/articles/docs/issues
  • dynamic app routes that are easier to open directly than to reproduce manually

If the site supports URL query parameters, prefer those over repeatedly editing fragile on-page controls.

2.5 Close pages when done

Do not leave research tabs open unnecessarily.

After extracting what you need from a page or after finishing a search leg, close that page promptly unless you still need it for comparison.

mcporter call chrome-devtools.close_page --args '{}' --output json

Practical rule:

  • open page
  • inspect / interact / snapshot
  • record findings
  • close page when that leg is done

For multi-source research, keep only the minimum number of live pages needed.

3. Read the snapshot, not the pixels

Always pull a fresh snapshot after navigation or interaction:

mcporter call chrome-devtools.take_snapshot --args '{}' --output json

Look for:

  • article, link, button, heading, textbox, combobox, tab, dialog
  • authors, timestamps, handles, titles, labels, counts
  • outbound links to original reporting or docs
  • signs of login walls, parity labels, sponsored content, or partial loads

Use screenshots only when layout itself matters.

4. Interact carefully

Use the smallest reliable action:

  • navigate_page for direct URL changes
  • click for tabs, filters, menus, pagination
  • fill + press_key for search boxes and forms
  • select_page if multiple tabs/pages are open

After each meaningful state change, take another snapshot.

5. Separate source quality

Group findings into buckets such as:

  • Primary / official: original publisher, official docs, org pages, first-party dashboards
  • Secondary reporting: media, analysts, aggregator accounts citing a source
  • Tertiary chatter: comments, fan accounts, reposts, AI replies, unsourced claims

Repeated copies of the same claim count as one claim stream, not multiple confirmations.

6. Cross-check outside the active page

If the user wants stronger confidence, combine browser MCP findings with other methods:

  • web_search for discovery, source expansion, and finding external reporting
  • web_fetch for automatically retrieving readable page content when a page URL appears and lightweight extraction is enough
  • agent-browser for parallel page inspection when helpful
  • curl as a fallback when fetch-style extraction is unavailable or insufficient

Use the browser for live state and interaction. When the task surfaces normal webpage links, prefer web_fetch first for readable extraction; fall back to curl when needed for raw retrieval or custom parsing.

7. Write the summary

Use this structure when the page contains conflicting claims:

  • Current best answer
  • What the site/page says
  • What other sources say
  • Where the disagreement is
  • Most credible sources
  • Confidence / caveats

Good phrasing:

  • "The live page currently shows X, while secondary reporting is pushing Y."
  • "Most posts trace back to the same reporting chain, so treat them as one rumor stream."
  • "The browser-visible evidence supports A, but confirmation from a primary source is still missing."

Site-specific notes

Social platforms

  • Use platform-native filters like Top, Latest, People, Media, subreddit sorting, or thread sorting to separate dominant narrative from fresh chatter.
  • Check for parody/account labels before citing.
  • Treat quote-post chains, repost storms, and copied Reddit comments as propagation, not independent sourcing.
  • AI assistant replies inside a platform can help map rumor themes, but they are not primary evidence.
  • On Reddit, prioritize posts that link back to original reporting, comments that add sourcing context, and community threads where multiple users are tracing the same source chain.

Search engines

  • Expect bot challenges or captchas.
  • If blocked, pivot to another source rather than pretending results were retrieved.

Docs / dashboards / web apps

  • Prefer direct deep links.
  • Snapshots are often enough for structured extraction.
  • If content is hidden behind menus, open one section at a time and resnapshot.

Practical notes

  • UI language may vary; rely on structure, URLs, and recognizable entities more than labels alone.
  • If the page is still loading, wait briefly and snapshot again.
  • If login, subscription, or anti-bot friction appears, report the limitation plainly.
  • When normal webpage links appear during research, automatically try web_fetch first for fast readable extraction; if that is unavailable or not enough, fall back to curl.
  • When the page alone is not enough, expand outward with web_search to find corroborating coverage, official announcements, or the original reporting chain.
  • If the user is not set up yet, prefer giving them the shortest enablement path first: turn on Chrome remote debugging access, then verify mcporter + chrome-devtools availability.
  • Keep an audit trail in your notes: page URL, key visible claims, and which source tier each claim belongs to.
  • For open-ended search, do not stop at Google alone; the default completion bar is Google -> X -> Reddit unless the user explicitly narrows scope.
  • After failures, retry with discipline; do not abandon the browsing flow too early and do not spin in unlimited retries.
  • Close pages promptly after each finished search leg or inspection leg.

Example flows

Generic site inspection

mcporter call chrome-devtools.new_page --args '{"url":"https://example.com"}' --output json
mcporter call chrome-devtools.take_snapshot --args '{}' --output json
mcporter call chrome-devtools.click --args '{"uid":"<relevant_tab_uid>"}' --output json
mcporter call chrome-devtools.take_snapshot --args '{}' --output json

Default search-engine + social cross-check flow

mcporter call chrome-devtools.new_page --args '{"url":"https://www.google.com/search?q=Finalissima%202026"}' --output json
mcporter call chrome-devtools.take_snapshot --args '{}' --output json
mcporter call chrome-devtools.close_page --args '{}' --output json
mcporter call chrome-devtools.new_page --args '{"url":"https://x.com/search?q=Finalissima%202026&src=typed_query&f=top"}' --output json
mcporter call chrome-devtools.take_snapshot --args '{}' --output json
mcporter call chrome-devtools.navigate_page --args '{"url":"https://x.com/search?q=Finalissima%202026&src=typed_query&f=live"}' --output json
mcporter call chrome-devtools.take_snapshot --args '{}' --output json
mcporter call chrome-devtools.close_page --args '{}' --output json
mcporter call chrome-devtools.new_page --args '{"url":"https://www.reddit.com/search/?q=Finalissima%202026"}' --output json
mcporter call chrome-devtools.take_snapshot --args '{}' --output json
mcporter call chrome-devtools.close_page --args '{}' --output json

Output standard

When reporting back, distinguish clearly between:

  • what is visible on the live page
  • what is asserted by the site or account owner
  • what is reported by other sources
  • what remains unverified

If sources conflict, say so directly.

平台分布

OpenClaw

76.48%
按下载量换算2,867

安全审计

VirusTotal

可疑

ClawScan

可疑

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。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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