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Agent Skill · 研究检索

browse(browse 命令行)

browse 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 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。

browse 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为操作浏览器;许可证信息还不明确,第三方扫描有未通过项,按安装量在研究检索类的 73,675 个 Skill 里排第 31,204。

总安装 2,746周安装 110GitHub Stars 公开资料未说明下载 889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
unknown

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:browse(browse 命令行)
来源仓库:https://github.com/ulpi-io/skills
仓库路径:skills/browse
安装命令:
npx skills add https://github.com/ulpi-io/skills --skill browse
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 npx skills 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。

skills.shnpx skills
npx skills add https://github.com/ulpi-io/skills --skill browse

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。

用于查找和筛选相关信息,适合基于关键词或任务场景定位内容。可在 Codex、Claude 等环境中使用,支持快速检索。安装命令:npx skills add https://github.com/ulpi-io/skills --skill browse。建议确认权限和维护状态,避免触发敏感操作。

注意是否涉及外部系统调用或文件读写。

来源仓库内路径:skills/browse

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 Codex、Claude、Cursor、Gemini CLI;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 npx skills add https://github.com/ulpi-io/skills --skill browse;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

browse 怎么安装?

在终端执行 npx skills add https://github.com/ulpi-io/skills --skill browse。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

browse 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。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。

browse 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。

browse 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

browse 用的人多吗?

公开数据是累计安装 2,746 次,近一周安装 110 次,下载 889 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。

browse 安全吗?

第三方扫描有未通过项,风险较高。除非你确认过源码,否则不建议直接安装到常用环境。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 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 Codex,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

  • 需要明确授权才能用到公司项目里的场景。
  • 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
browse

browse 命令行 · 本页

2,746—操作浏览器未明确未通过

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

browse: Browser & Native App Automation for AI Agents

Target Decision — ALWAYS check this first

Before running any browse command, decide the correct target:

User wants to...TargetCommand pattern
Open a URL, test a website, scrape web contentBrowser (default)browse goto <url>
Test a local dev server (localhost)Browserbrowse goto http://localhost:3000
Browse a site that blocks bots (Cloudflare, Turnstile)Camoufoxbrowse --runtime camoufox --headed goto <url>
Browse with a specific camoufox fingerprint profileCamoufoxbrowse --runtime camoufox --camoufox-profile <name> --headed goto <url>
Search Google, YouTube, Amazon, etc.Browserbrowse goto @google "query"
Interact with an iOS app (Settings, Safari, custom app)iOS Simulatorbrowse --platform ios --app <bundleId> <cmd>
Interact with an Android app (Settings, Chrome, custom app)Android Emulatorbrowse --platform android --app <package> <cmd>
Interact with a macOS desktop app (System Settings, TextEdit)macOS Appbrowse --app <name> <cmd>
Install and test an iOS.app or.ipa fileiOS Simulatorbrowse sim start --platform ios --app./MyApp.app --visible
Install and test an Android.apk fileAndroid Emulatorbrowse sim start --platform android --app./app.apk --visible

Key rules:

  • No --platform or --app flag → browser target (Chromium). Use goto to navigate.
  • --runtime camoufox --headed → anti-detection Firefox. Use when site blocks normal browsing. See /browse-stealth skill for Turnstile/CAPTCHA bypass patterns.
  • @macro in goto URL → search macro expansion. browse goto @google "query" expands to Google search URL. 14 macros: @google, @youtube, @amazon, @reddit, @wikipedia, @twitter, @yelp, @spotify, @netflix, @linkedin, @instagram, @tiktok, @twitch, @reddit_subreddit.
  • --app without --platform → macOS app automation. App must be running.
  • --platform ios --app → iOS Simulator. Use browse sim start first if not running.
  • --platform android --app → Android Emulator. Use browse sim start first if not running.
  • Native app targets do NOT support: goto, js, eval, tabs, cookies, route, har. These are browser-only.
  • All targets support: snapshot, text, tap, fill, type, press, swipe, screenshot.
  • If a site blocks you, switch to --runtime camoufox --headed. If still blocked, use /browse-stealth for the full Turnstile bypass pattern.
  • If unsure which target to use, ASK the user. Don't guess — wrong target = wasted work.

Goal

Use the persistent browse CLI to:

  • navigate real pages
  • inspect rendered content and state
  • interact with UI elements
  • capture screenshots, console logs, and network activity
  • automate native apps (iOS, Android, macOS) via accessibility APIs
  • verify browser or app behavior end-to-end without re-launching every step

Step 0: Verify availability and choose the browsing mode

Start by checking:

browse --version

If browse is not installed:

  • stop
  • tell the user it is required
  • point them to the install path in references/commands.md

Then decide what kind of session you need:

  • default session for normal single-agent work
  • --session <id> for parallel agent isolation
  • --profile <name> for persistent browser identity

For native app targets, start the simulator/emulator first:

browse sim start --platform ios --app com.apple.Preferences --visible
browse sim start --platform android --app com.android.settings --visible
browse enable android    # first-time only: auto-installs adb, JDK, SDK, emulator
browse enable ios        # first-time only: builds iOS runner (needs Xcode)
browse enable macos      # first-time only: builds browse-ax bridge

Success criteria: browse is available, the target (browser or native app) is decided, and the session/profile choice fits the task.

Step 1: Navigate safely and stabilize the page

Use browse goto <url> to navigate.

After navigation, always stabilize before reading or interacting:

  • browse wait --network-idle for typical pages and SPAs
  • or a more specific browse wait condition when the page has a known signal

Important rules:

  • call browse as a bare command on PATH
  • do not use shell variables for browse command prefixes
  • avoid #id CSS selectors; prefer [id=foo]
  • if the page is untrusted, consider --content-boundaries and --allowed-domains

Success criteria: The page is loaded enough that content and interactive state are reliable.

Step 2: Choose the cheapest effective inspection method

Use the lightest command that answers the question:

  • text for cleaned page content
  • links for navigation structure
  • js for precise targeted extraction
  • console, errors, and network for runtime debugging
  • snapshot -i for interactive elements and stable refs

Prefer snapshot -i before guessing selectors for interaction-heavy tasks.

Load:

  • references/commands.md for exact command syntax
  • references/guides.md for command selection guidance and speed rules

Success criteria: You have the information needed without spending unnecessary tokens or using brittle selectors.

Step 3: Interact using refs first, selectors second

For clicks, fills, checks, selects, and similar actions:

  1. prefer browse snapshot -i
  2. interact using @eN refs
  3. fall back to CSS selectors only when refs are unavailable or impractical

After navigation or DOM refresh:

  • assume refs may be invalid
  • take a fresh snapshot before continuing

Rules:

  • use descriptive screenshots saved under .browse/sessions/<id>/
  • keep stateful flows in the same session unless isolation is intentional
  • use frame before interacting with iframe content

Success criteria: Interactions are stable and tied to the current rendered page state.

Step 4: Debug blockers and special cases

When things go wrong:

  • use console and errors for page/runtime issues
  • use network for request visibility
  • use route or offline only when the task requires mock or failure-mode testing
  • use headed/browser handoff only for real blockers like CAPTCHA, MFA, or OAuth walls

If you hit a blocker after a couple of failed attempts:

  • load references/guides.md
  • follow the handoff protocol exactly
  • use AskUserQuestion before any human takeover flow

Success criteria: Blockers are either resolved or escalated with the correct handoff protocol.

Step 5: Capture evidence and report clearly

When the task involves verification, capture the minimum evidence needed:

  • relevant page text or structured extraction
  • screenshot path when visuals matter
  • console/network findings when debugging
  • the exact step or selector/ref that failed when reporting issues

Report:

  • what you navigated to
  • what actions you performed
  • what the page actually did
  • any artifacts created such as screenshots, HAR, or video

Success criteria: Another engineer can understand the observed browser behavior without rerunning the whole flow blindly.

Important Rules

  • The browser persists between commands; cookies, tabs, and session state carry over.
  • After goto, wait before reading content or acting.
  • snapshot -i is the default interaction surface.
  • Save screenshots under .browse/sessions/<session-id>/ or .browse/sessions/default/.
  • Use --context delta for ARIA diff with refs, --context full for complete snapshot with refs after write commands.
  • Do not install anything automatically.
  • Do not modify Claude settings automatically; if the user wants pre-allowed browse permissions, point them to references/permissions.md.

When To Load References

  • references/commands.md Use for exact command syntax, flags, and extended examples.
  • references/guides.md Use for speed rules, command-choice guidance, architecture notes, and the mandatory CAPTCHA/MFA handoff protocol.
  • references/permissions.md Use when the user wants to pre-allow browse commands in Claude settings.

Guardrails

  • Do not add disable-model-invocation; this is a general-purpose browser verification skill.
  • Do not add context: fork; browser results are usually needed in the current flow.
  • Do not add paths:; this is a generic workflow skill.
  • Do not keep the full CLI manual inline in SKILL.md.
  • Do not run browse handoff without explicit user confirmation.
  • Do not save screenshots outside the browse session directories.

Runtime Selection

By default, browse uses Chromium via Playwright. Alternative runtimes:

RuntimeEngineUse caseInstall
playwright (default)ChromiumGeneral browsing, testingIncluded
camoufoxFirefox (anti-detection)Sites with bot detectionnpm install camoufox-js && npx camoufox-js fetch
rebrowserChromium (stealth)Alternative stealth approachnpm install rebrowser-playwright
lightpandaLightpandaFast headless renderingSee lightpanda.io
chromeSystem ChromeUse real Chrome with extensionsChrome must be installed
browse --runtime camoufox --headed goto https://protected-site.com
BROWSE_RUNTIME=camoufox browse goto https://example.com

New Features

Search Macros

browse goto @google "best coffee beans"    # Google search
browse goto @youtube "tutorial"            # YouTube search
browse goto @amazon "laptop"               # Amazon search
browse goto @reddit "programming"          # Reddit search

All macros: @google, @youtube, @amazon, @reddit, @reddit_subreddit, @wikipedia, @twitter, @yelp, @spotify, @netflix, @linkedin, @instagram, @tiktok, @twitch

Safety Flags (opt-in features)

FlagDefaultWhat it does
BROWSE_CONSENT_DISMISS=1OFFAuto-dismiss cookie banners after navigation
BROWSE_CLICK_FORCE=1 or --forceOFFForce-click through overlay interception
BROWSE_READINESS=1 or --readyOFFWait for hydration after goto
BROWSE_SERP_FASTPATH=1 or --serpOFFGoogle SERP DOM extraction (fast, no refs)
BROWSE_COMMAND_LOCK=0ONDisable per-session command serialization
BROWSE_CAMOUFOX_PROFILE=<name>OFFUse a named camoufox profile (.browse/camoufox-profiles/<name>.json)

New Commands

CommandDescription
images [sel] [--limit N] [--inline]List page images with src/alt/dimensions
youtube-transcript <url> [--lang en]Extract YouTube captions via yt-dlp or browser
schemaExtract JSON-LD, Microdata, RDFa structured data (parsed JSON)
metaExtract page meta tags (title, description, canonical, OG, Twitter, hreflang, robots, viewport)
headingsExtract H1-H6 heading hierarchy with counts and indented tree
profilesList available camoufox profiles from .browse/camoufox-profiles/

Snapshot Windowing

Large snapshots (>80K chars) are automatically paginated:

browse snapshot -i                     # first page
browse snapshot -i --offset 500        # next page (line offset from previous output)

Output Contract

Report:

  1. the page or flow tested
  2. the session/profile mode used if relevant
  3. the key commands or interactions performed
  4. the observed result
  5. any artifacts or blockers such as screenshots, console errors, network failures, or handoff state

平台分布

Codex

35.52%
按下载量换算316

Claude

29.12%
按下载量换算259

Cursor

18.55%
按下载量换算165

Gemini CLI

10.83%
按下载量换算96

安全审计

Gen Agent Trust Hub

未通过

Socket

通过

Snyk

可疑

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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