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Agent Skill · 开发规范

bright-data-best-practices(光明数据最佳实践)

用于辅助数据整理、表格处理、CSV/Excel 分析、指标计算和图表准备。它适合让 Agent 清洗字段、汇总数据、发现异常、生成统计口径或把分析结果转成可读说明。使用时需要确认数据来源、字段含义和时间范围,避免把样本数据当全量事实;涉及敏感数据、导出文件或批量写回时,应先确认权限和脱敏边界。

bright-data-best-practices 是开发规范类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为接触敏感数据;许可证信息还不明确,第三方扫描有提醒项,按安装量在开发规范类的 1,265 个 Skill 里排第 76。

总安装 34,272周安装 1,370GitHub Stars 68下载 11,088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:bright-data-best-practices(光明数据最佳实践)
来源仓库:https://github.com/brightdata/skills
仓库路径:skills/bright-data-best-practices
安装命令:
npx skills add https://github.com/brightdata/skills --skill bright-data-best-practices
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/brightdata/skills --skill bright-data-best-practices

这个 Skill 是做什么的

开发规范类 Skill 用来统一代码风格、目录结构和评审口径,产出多为检查清单或改写建议。

bright-data-best-practices 提供 Bright Data CLI 安装、认证与故障排查指南。涵盖四大 API 选型逻辑与典型应用场景匹配。是调用其他 bright 系列技能的前提参考。使用前务必查阅 references/cli-setup.md 完成环境准备。

适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。

来源仓库内路径:skills/bright-data-best-practices

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/brightdata/skills --skill bright-data-best-pra…;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

    它需要接触敏感数据,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

bright-data-best-practices 怎么安装?

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

bright-data-best-practices 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。

bright-data-best-practices 需要什么权限?

权限级别是接触敏感数据。该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

bright-data-best-practices 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。

bright-data-best-practices 用的人多吗?

公开数据是累计安装 34,272 次,近一周安装 1,370 次,下载 11,088 次,GitHub 68 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。

bright-data-best-practices 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

  • 需要接触敏感数据,装到常用环境前要先评估影响面。
  • 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。
  • 需要处理开发规范类任务、又不想每次都手写提示词的人。

不太适合

  • 环境里有大量密钥、凭证,不方便给第三方 Skill 读取的人。
  • 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。

开发规范类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
vercel-react-best-practices

Vercel React 最佳实践 · Codex、Claude

8,490,72025,918操作浏览器MIT通过
web-design-guidelines

网页设计指南 · Codex、Claude

6,686,01625,885需要联网MIT有提醒
remotion-best-practices

Remotion 最佳实践 · Codex、Claude

6,505,6323,027操作浏览器MIT有提醒
supabase-postgres-best-practices

Supabase Postgres 最佳实践 · Codex、Claude

3,175,5232,030需要联网MIT通过
next-best-practices

Next.js 最佳实践 · Codex、Claude

1,848,240841操作浏览器MIT通过
bright-data-best-practices

光明数据最佳实践 · 本页

34,27268接触敏感数据未明确有提醒

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

CLI Setup Reference

Install, authentication, and troubleshooting for the Bright Data CLI (bdata) are documented in a single canonical place:

→ references/cli-setup.md

Consult it before any task that shells out to bdata.

Bright Data APIs

Bright Data provides infrastructure for web data extraction at scale. Four primary APIs cover different use cases — always pick the most specific tool for the job.

Choosing the Right API

Use CaseAPIWhy
Scrape any webpage by URL (no interaction)Web UnlockerHTTP-based, auto-bypasses bot detection, cheapest
Google / Bing / Yandex search resultsSERP APISpecialized for SERP extraction, returns structured data
Structured data from Amazon, LinkedIn, Instagram, TikTok, etc.Web Scraper APIPre-built scrapers, no parsing needed
Click, scroll, fill forms, run JS, intercept XHRBrowser APIFull browser automation
Puppeteer / Playwright / Selenium automationBrowser APIConnects via CDP/WebDriver

Authentication Pattern (All APIs)

All APIs share the same authentication model. The env vars below apply to direct REST API integrations — if you are using the bdata CLI, bdata login handles all of these automatically (see references/cli-setup.md).

export BRIGHTDATA_API_KEY="your-api-key"         # From Control Panel > Account Settings
export BRIGHTDATA_UNLOCKER_ZONE="zone-name"       # Web Unlocker zone name
export BRIGHTDATA_SERP_ZONE="serp-zone-name"      # SERP API zone name
export BROWSER_AUTH="brd-customer-ID-zone-NAME:PASSWORD"  # Browser API credentials

REST API authentication header for Web Unlocker and SERP API:

Authorization: Bearer YOUR_API_KEY

Web Unlocker API

HTTP-based scraping proxy. Best for simple page fetches without browser interaction.

Endpoint: POST https://api.brightdata.com/request

import requests

response = requests.post(
    "https://api.brightdata.com/request",
    headers={"Authorization": f"Bearer {API_KEY}"},
    json={
        "zone": "YOUR_ZONE_NAME",
        "url": "https://example.com/product/123",
        "format": "raw"
    }
)
html = response.text

Key Parameters

ParameterTypeDescription
zonestringZone name (required)
urlstringTarget URL with http:// or https:// (required)
formatstring"raw" (HTML) or "json" (structured wrapper) (required)
methodstringHTTP verb, default "GET"
countrystring2-letter ISO for geo-targeting (e.g., "us", "de")
data_formatstringTransform: "markdown" or "screenshot"
asyncbooleantrue for async mode

Quick Patterns

# Get markdown (best for LLM input)
response = requests.post(
    "https://api.brightdata.com/request",
    headers={"Authorization": f"Bearer {API_KEY}"},
    json={"zone": ZONE, "url": url, "format": "raw", "data_format": "markdown"}
)

# Geo-targeted request
json={"zone": ZONE, "url": url, "format": "raw", "country": "de"}

# Screenshot for debugging
json={"zone": ZONE, "url": url, "format": "raw", "data_format": "screenshot"}

# Async for bulk processing
json={"zone": ZONE, "url": url, "format": "raw", "async": True}

Critical rule: Never use Web Unlocker with Puppeteer, Playwright, Selenium, or anti-detect browsers. Use Browser API instead.

See references/web-unlocker.md for complete reference including proxy interface, special headers, async flow, features, and billing.


SERP API

Structured search engine result extraction for Google, Bing, Yandex, DuckDuckGo.

Endpoint: POST https://api.brightdata.com/request (same as Web Unlocker)

response = requests.post(
    "https://api.brightdata.com/request",
    headers={"Authorization": f"Bearer {API_KEY}"},
    json={
        "zone": "YOUR_SERP_ZONE",
        "url": "https://www.google.com/search?q=python+web+scraping&brd_json=1&gl=us&hl=en",
        "format": "raw"
    }
)
data = response.json()
for result in data.get("organic", []):
    print(result["rank"], result["title"], result["link"])

Essential Google URL Parameters

ParameterDescriptionExample
qSearch queryq=python+web+scraping
brd_jsonParsed JSON outputbrd_json=1 (always use for data pipelines)
glCountry for searchgl=us
hlLanguagehl=en
startPagination offsetstart=10 (page 2), start=20 (page 3)
tbmSearch typetbm=nws (news), tbm=isch (images), tbm=vid (videos)
brd_mobileDevicebrd_mobile=1 (mobile), brd_mobile=ios
brd_browserBrowserbrd_browser=chrome
brd_ai_overviewTrigger AI Overviewbrd_ai_overview=2
uuleEncoded geo locationfor precise location targeting

Note: num parameter is deprecated as of September 2025. Use start for pagination.

Parsed JSON Response Structure

{
  "organic": [{"rank": 1, "global_rank": 1, "title": "...", "link": "...", "description": "..."}],
  "paid": [],
  "people_also_ask": [],
  "knowledge_graph": {},
  "related_searches": [],
  "general": {"results_cnt": 1240000000, "query": "..."}
}

Bing Key Parameters

ParameterDescription
qSearch query
setLangLanguage (prefer 4-letter: en-US)
ccCountry code
firstPagination (increment by 10: 1, 11, 21...)
safesearchoff, moderate, strict
brd_mobileDevice type

Async for Bulk SERP

# Submit
response = requests.post(
    "https://api.brightdata.com/request",
    params={"async": "1"},
    headers={"Authorization": f"Bearer {API_KEY}"},
    json={"zone": SERP_ZONE, "url": "https://www.google.com/search?q=test&brd_json=1", "format": "raw"}
)
response_id = response.headers.get("x-response-id")

# Retrieve (retrieve calls are NOT billed)
result = requests.get(
    "https://api.brightdata.com/serp/get_result",
    params={"response_id": response_id},
    headers={"Authorization": f"Bearer {API_KEY}"}
)

Billing: Pay per 1,000 successful requests only. Async retrieve calls are not billed.

See references/serp-api.md for complete reference including Maps, Trends, Reviews, Lens, Hotels, Flights parameters.


Web Scraper API

Pre-built scrapers for structured data extraction from 100+ platforms. No parsing logic needed.

Sync Endpoint: POST https://api.brightdata.com/datasets/v3/scrape Async Endpoint: POST https://api.brightdata.com/datasets/v3/trigger

# Sync (up to 20 URLs, returns immediately)
response = requests.post(
    "https://api.brightdata.com/datasets/v3/scrape",
    params={"dataset_id": "YOUR_DATASET_ID", "format": "json"},
    headers={"Authorization": f"Bearer {API_KEY}"},
    json={"input": [{"url": "https://www.amazon.com/dp/B09X7M8TBQ"}]}
)

if response.status_code == 200:
    data = response.json()  # Results ready
elif response.status_code == 202:
    snapshot_id = response.json()["snapshot_id"]  # Poll for completion

Parameters

ParameterTypeDescription
dataset_idstringScraper identifier from the Scraper Library (required)
formatstringjson (default), ndjson, jsonl, csv
custom_output_fieldsstringPipe-separated fields: `url\title\price`
include_errorsbooleanInclude error info in results

Request Body

{
  "input": [
    { "url": "https://www.amazon.com/dp/B09X7M8TBQ" },
    { "url": "https://www.amazon.com/dp/B0B7CTCPKN" }
  ]
}

Poll for Async Results

import time

# Trigger
snapshot_id = requests.post(
    "https://api.brightdata.com/datasets/v3/trigger",
    params={"dataset_id": DATASET_ID, "format": "json"},
    headers={"Authorization": f"Bearer {API_KEY}"},
    json={"input": [{"url": u} for u in urls]}
).json()["snapshot_id"]

# Poll
while True:
    status = requests.get(
        f"https://api.brightdata.com/datasets/v3/progress/{snapshot_id}",
        headers={"Authorization": f"Bearer {API_KEY}"}
    ).json()["status"]

    if status == "ready": break
    if status == "failed": raise Exception("Job failed")
    time.sleep(10)

# Download
data = requests.get(
    f"https://api.brightdata.com/datasets/v3/snapshot/{snapshot_id}",
    params={"format": "json"},
    headers={"Authorization": f"Bearer {API_KEY}"}
).json()

Progress status values: starting → running → ready | failed Data retention: 30 days. Billing: Per delivered record. Invalid input URLs that fail are still billable.

See references/web-scraper-api.md for complete reference including scraper types, output formats, delivery options, and billing details.


Browser API (Scraping Browser)

Full browser automation via CDP/WebDriver. Handles CAPTCHA, fingerprinting, and anti-bot detection automatically.

Connection:

  • Playwright/Puppeteer: wss://${AUTH}@brd.superproxy.io:9222
  • Selenium: https://${AUTH}@brd.superproxy.io:9515
const { chromium } = require("playwright-core");

const AUTH = process.env.BROWSER_AUTH;
const browser = await chromium.connectOverCDP(`wss://${AUTH}@brd.superproxy.io:9222`);
const page = await browser.newPage();
page.setDefaultNavigationTimeout(120000); // Always set to 2 minutes

await page.goto("https://example.com", { waitUntil: "domcontentloaded" });
const html = await page.content();
await browser.close();
from playwright.async_api import async_playwright

async with async_playwright() as p:
    browser = await p.chromium.connect_over_cdp(f"wss://{AUTH}@brd.superproxy.io:9222")
    page = await browser.new_page()
    page.set_default_navigation_timeout(120000)
    await page.goto("https://example.com", wait_until="domcontentloaded")
    html = await page.content()
    await browser.close()

Custom CDP Functions

FunctionPurpose
Captcha.solveManually trigger CAPTCHA solving
Captcha.setAutoSolveEnable/disable auto CAPTCHA solving
Proxy.setLocationSet precise geo location (call BEFORE goto)
Proxy.useSessionMaintain same IP across sessions
Emulation.setDeviceApply device profile (iPhone 14, etc.)
Emulation.getSupportedDevicesList available device profiles
Unblocker.enableAdBlockBlock ads to save bandwidth
Unblocker.disableAdBlockRe-enable ads
Input.typeFast text input for bulk form filling
Browser.addCertificateInstall client SSL cert for session
Page.inspectGet DevTools debug URL for live session
// CDP session pattern for custom functions
const client = await page.target().createCDPSession();

// CAPTCHA solve with timeout
const result = await client.send("Captcha.solve", { timeout: 30000 });

// Precise geo location (must be before goto)
await client.send("Proxy.setLocation", {
  latitude: 37.7749,
  longitude: -122.4194,
  distance: 10,
  strict: true
});

// Block unnecessary resources
await client.send("Network.setBlockedURLs", { urls: ["*google-analytics*", "*.ads.*"] });

// Device emulation
await client.send("Emulation.setDevice", { deviceName: "iPhone 14" });

Session Rules

  • One initial navigation per session — new URL = new session
  • Idle timeout: 5 minutes
  • Max duration: 30 minutes

Geolocation

  • Country-level: append -country-us to credentials username
  • EU-wide: append -country-eu (routes through 29+ European countries)
  • Precise: use Proxy.setLocation CDP command (before navigation)

Error Codes

CodeIssueFix
407Wrong portPlaywright/Puppeteer → 9222, Selenium → 9515
403Bad authCheck credentials format and zone type
503Service scalingWait 1 minute, reconnect

Billing: Traffic-based only. Block images/CSS/fonts to reduce costs.

See references/browser-api.md for complete reference including all CDP functions, bandwidth optimization, CAPTCHA patterns, and debugging.


Detailed References

  • references/web-unlocker.md — Web Unlocker: full parameter list, proxy interface, special headers, async flow, features, billing, anti-patterns
  • references/serp-api.md — SERP API: all Google params (Maps, Trends, Reviews, Lens, Hotels, Flights), Bing params, parsed JSON structure, async, billing
  • references/web-scraper-api.md — Web Scraper API: sync vs async, all parameters, polling, scraper types, output formats, billing
  • references/browser-api.md — Browser API: connection strings, session rules, all CDP functions, geo-targeting, bandwidth optimization, CAPTCHA, debugging, error codes

平台分布

Codex

39.22%
按下载量换算4,349

Claude

27.5%
按下载量换算3,049

Cursor

16.86%
按下载量换算1,869

Gemini CLI

9.39%
按下载量换算1,041

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

可疑

权限和风险

接触敏感数据

该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

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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