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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,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 59,803。

总安装 376周安装 16GitHub Stars 11下载 132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/forjd/browse
仓库路径:skills/browse
安装命令:
npx skills add https://github.com/forjd/browse --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/forjd/browse --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。

browse 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中快速定位候选结果。适用于需要根据关键词或任务场景进行信息检索的场景,如浏览、数据筛选等。通过 npx skills add 命令从指定 GitHub 仓库安装,需结合原始 README 了解具体用法。

安装前建议确认权限范围和维护状态,注意可能触发联网、命令执行或文件读写操作。该技能归类为研究检索类,当前维护状态尚不明确,建议进一步核实稳定性。

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/forjd/browse --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/forjd/browse --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 376 次,近一周安装 16 次,下载 132 次,GitHub 11 星。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

  • 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

37611操作浏览器未明确有提醒

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

Browse — Browser Automation for Agents

How it works

browse is a CLI that wraps Playwright behind a persistent daemon on a Unix socket. The daemon cold-starts in ~3s on first use, then every command runs in sub-200ms. Session state (cookies, localStorage, auth tokens) persists across commands within a session.

All output is plain text. Objects are JSON-stringified. Commands return non-zero on failure with an error message.

Important constraints:

  • Commands are sequential — do not run multiple browse commands in parallel. The daemon handles one command at a time.
  • Run browse help for the full command list, or browse help <command> for detailed usage and flags.

The ref system — read this first

Refs (@e1, @e2,...) are how you target elements. They replace CSS selectors for most interactions.

Rules:

  1. Always browse snapshot before interacting. Refs only exist after a snapshot.
  2. Refs are ephemeral. Every snapshot call regenerates them. Old refs are invalid.
  3. Refs go stale after navigation. Any goto or click that changes the page invalidates refs. You'll get a clear error — just browse snapshot again.

Core interaction loop:

browse snapshot              # see what's on the page — get refs
browse fill @e3 "test"       # fill the search field
browse click @e4             # click a button
browse snapshot              # re-snapshot after the page changes

Workflow

The standard pattern for any browser task:

  1. Navigate: browse goto <url>
  2. Observe: browse snapshot for page structure (interactive elements with refs). Use browse snapshot -i to include structural elements (headings, text), or -f for the full accessibility tree.
  3. Check for errors: browse console --level error after navigation.
  4. Interact: browse fill @eN "value", browse click @eN, browse hover @eN, browse press Tab, browse select @eN "option", browse scroll @eN (scroll into view).

- Use browse press <key> for keyboard navigation (Tab, Escape, Enter, ArrowDown, Shift+Tab, etc.). Multiple keys: browse press Tab Tab Tab. - Use browse scroll down/up to page through content, browse scroll top/bottom to jump to extremes. - After clicks that trigger SPA navigation, use browse wait url /path, browse wait text "Expected", or browse wait visible.selector before snapshotting.

  1. Verify: browse snapshot or browse screenshot after each interaction to confirm the result.
  2. Repeat: Move through pages and flows.

For configured applications, browse healthcheck gives a quick pass/fail across key pages.

Key commands by category

CategoryCommands
Navigategoto <url>, url, back, forward, reload [--hard], text, version, quit, wipe
Observesnapshot, screenshot (--diff, --threshold), console, network
Interactclick @eN, hover @eN [--duration ms], press <key> [key...], fill @eN "value", select @eN "option", upload @eN <file> [file...], attr @eN [attribute], scroll down/up/top/bottom/@eN/x y, form --data '{"field":"value"}'
Waitwait url <str>, wait text <str>, wait visible <sel>, wait hidden <sel>, wait network-idle, wait <ms>
Viewportviewport, goto --viewport/--device/--preset
Evaluateeval <expr> (in-page JS), page-eval <expr> (Playwright page API)
Authlogin --env <name>, auth-state save/load <path>
Tabstab list/new/switch/close
Assertassert visible/text-contains/url-contains/..., assert-ai "<visual assertion>"
Accessibilitya11y (full page), a11y @eN (element), a11y --standard wcag2aa, a11y --json, a11y coverage, a11y tree, a11y tab-order, a11y headings
Performanceperf (Core Web Vitals), perf --budget lcp=2500,cls=0.1, perf --json
Securitysecurity (headers, cookies, mixed content), security --json
Responsiveresponsive (multi-viewport screenshots), responsive --breakpoints 320x568,1920x1080, responsive --url <url>
Extractextract table <sel> (--csv, --json), extract links (--filter), extract meta, extract select <sel> (--attr)
Flowsflow list, flow init <template> [name] [--force], flow <name> --var key=value (`--reporter junit\json\markdown, --dry-run, --stream, --webhook <url>), healthcheck (--reporter junit\json\markdown, --parallel, --concurrency, --webhook <url>), test-matrix --roles r1,r2 --flow <name>, diff --baseline <url> --current <url>. Flows can be defined inline in config or as individual JSON files in a flows/ directory; flow init scaffolds built-in smoke and login-smoke` templates.
Sessionssession list/create/close, --session <name> on any command
Tracingtrace start (--screenshots, --snapshots), trace stop --out <path>, trace view [<path>] --latest --port <n>, trace list, trace status
Videovideo start [--size WxH], video stop [--out <path>], video status, video list
Crawlcrawl <url> (--depth, `--extract table\links\meta\text, --paginate, --rate-limit, --output, --dry-run`)
Recordrecord start (--output, --name), record stop, record pause/resume
Network Sim`throttle <preset\off\status> (slow-3g, 3g, 4g, wifi, cable), offline on/off`
NL Commandsdo "<instruction>" (--dry-run, --provider, --model)
VRTvrt init, vrt baseline, vrt check (--threshold), vrt update (--all), vrt list
SEOseo [url] (--check, --score, --json)
Compliancecompliance [url] (`--standard gdpr\ccpa\eprivacy, --json`)
Security Scansecurity-scan (--checks xss,csp,clickjack,forms, --verbose, --json)
i18ni18n --locales en,fr,de --url <url>, i18n check-keys, i18n rtl-check
API Assertapi-assert <url-pattern> (--status, --timing, --schema, --body-contains, --header)
Designdesign-audit --tokens <file>, design-audit --extract
Doc Capturedoc-capture --flow <file> --output <dir> (--markdown, --update)
Gesturesgesture swipe <dir>, gesture long-press @eN, gesture double-tap @eN, gesture drag @eN --to @eN
Devicesdevices list, devices search <query>, devices info <name>
Monitormonitor check --config <file>, monitor history, monitor status
Dev Serverdev start, dev stop, dev status
CI/CDci-init (`--ci github\gitlab\circleci`)
Eventssubscribe (--events navigation,console,network, --level, --idle-timeout)
Watch/REPLwatch <flow-file>, repl
Toolinginit, `framework init <vitest\jest>, report --out <path>, replay --out <path>, flow-share export/import/list/install/publish, screenshots list/clean/count, completions bash/zsh/fish, status [--json] [--watch] [--exit-code] [--metrics]`
PluginsCustom commands via plugins — see the browse-plugins skill. Plugin commands appear in browse help output

Run browse help <command> for flags and detailed usage — don't guess at flags.

Observability quick notes

  • Use browse status --metrics when CI or monitoring expects Prometheus-style output.
  • Use browse status --json for structured health + daemon metadata in automation.
  • Optional daemon env knobs:

- BROWSE_LOG_FORMAT=plain|json — controls daemon log output format (human-readable text vs structured JSON). - BROWSE_LOG_LEVEL=debug|info|warn|error — sets minimum log severity; lower levels (like debug) increase verbosity. - BROWSE_MAX_RSS_MB=<limit> — when RSS exceeds this limit, daemon triggers memory-pressure mitigation (buffer cleanup + deferred ref cleanup + optional GC). - BROWSE_SLOW_COMMAND_MS=<ms> — logs slow-command profiling details for commands that exceed this duration threshold.

Named sessions

Use named sessions to run multiple independent page groups:

browse session create worker-1               # shared context (same cookies/storage)
browse session create worker-2 --isolated    # isolated context (separate cookies/storage)
browse --session worker-1 goto https://a.com
browse --session worker-2 goto https://b.com
browse session list
browse session close worker-1

By default, sessions share the browser context. Use --isolated for fully separate cookies, storage, and permissions.

Authentication

Configured login (preferred — uses browse.config.json):

browse login --env staging

Manual login:

browse goto https://app.example.com/login
browse snapshot
browse fill @e1 "user@example.com"
browse fill @e2 "password123"
browse click @e3
browse snapshot        # verify redirect / dashboard loaded

Session reuse — save after login, load in future sessions:

browse auth-state save /tmp/auth.json
browse auth-state load /tmp/auth.json

Use browse wipe to clear all session data before switching accounts or at the end of a session.

Visual diff

Compare screenshots against a baseline to detect visual regressions:

browse screenshot current.png --diff baseline.png
browse screenshot current.png --diff baseline.png --threshold 5

Output includes similarity percentage, diff pixel count, and a path to the diff image (changed pixels highlighted in red).

Multi-browser

Browse defaults to Chromium. Use --browser to switch:

browse --browser firefox goto https://example.com
browse --browser webkit goto https://example.com
BROWSE_BROWSER=firefox browse goto https://example.com

Stealth features and CDP console capture are Chromium-only; Firefox/WebKit use standard Playwright.

Proxy

Route browser traffic through a proxy:

browse --proxy http://proxy:8080 goto https://example.com
BROWSE_PROXY=socks5://proxy:1080 browse goto https://example.com

Or configure in browse.config.json with "proxy": {"server": "http://proxy:8080", "bypass": "localhost", "username": "u", "password": "p"}.

Playwright passthrough

Pass any Playwright launch or context option via browse.config.json without waiting for explicit browse support:

{
  "playwright": {
    "launchOptions": { "locale": "fr-FR", "timezoneId": "Europe/Paris" },
    "contextOptions": { "colorScheme": "dark", "geolocation": { "latitude": 48.86, "longitude": 2.35 } }
  }
}

launchOptions are applied at browser startup; contextOptions are applied to isolated sessions and video recording contexts. Browse's own options (headless, viewport, stealth) take precedence on conflict.

Headed mode

Launch the browser visibly for debugging (set before the daemon starts):

BROWSE_HEADED=1 browse goto https://example.com

Timeout control

Any command accepts --timeout <ms> (default 30s). Use for slow pages:

browse goto https://slow-page.example.com --timeout 60000

Error recovery

ErrorFix
"element is outside of the viewport"Run browse scroll @eN to scroll it into view, then retry
"Refs are stale" / "Unknown ref"Run browse snapshot to refresh refs
"Daemon connection lost"Re-run the command — CLI auto-restarts the daemon
"Command timed out after Nms"Use --timeout 60000, or check the URL
"Daemon crashed and recovery failed"Run browse quit, then retry
"Unknown command" for a valid commandStale daemon — run browse quit, then retry
"Unknown flag"Check browse help <cmd> for valid flags
Login failsCheck env vars, verify login URL, browse screenshot to see the page

平台分布

Codex

36.09%
按下载量换算48

Claude

32.93%
按下载量换算43

Cursor

18.52%
按下载量换算24

Gemini CLI

10.01%
按下载量换算13

安全审计

Gen Agent Trust Hub

可疑

Socket

可疑

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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