browser-trace 是做什么的？
捕获任何浏览器自动化的完整 DevTools 协议跟踪——CDP 数据流、截图和 DOM 转储——然后将流分割为按页面可搜索的存储桶。当用户想要调试失败的运行、审计网络/控制台/DOM 活动、将跟踪附加到进行中的会话，或将结构化的逐页摘要反馈到代理循环中，以便其下一次迭代从上次中学习时使用。
捕获任何浏览器自动化的完整 DevTools 协议跟踪——CDP 数据流、截图和 DOM 转储——然后将流分割为按页面可搜索的存储桶。当用户想要调试失败的运行、审计网络/控制台/DOM 活动、将跟踪附加到进行中的会话，或将结构化的逐页摘要反馈到代理循环中，以便其下一次迭代从上次中学习时使用。
browserbase/browser-trace 是一个用于捕获和分析浏览器自动化运行期间完整 DevTools 协议 (CDP) 跟踪的技能。它能够记录完整的 CDP 事件流、截图和 DOM 快照，然后将这些数据分割为按页面组织的可搜索 bucket，从而简化调试和审计工作。该技能特别适用于调试失败运行、审计网络请求、控制台消息和 DOM 变动，或实时附加到进行中的浏览器会话。它支持通过结构化的逐页摘要将信息反馈到代理循环中，使代理的后续迭代能够从之前的执行中学习并改进。此技能专为与 Browserbase 平台配合使用而设计，该平台提供了必要的浏览器管理 API，以便能够捕获详细的协议跟踪。
npx skills add https://github.com/browserbase/skills/tree/main/skills/browser-traceInstalled? Explore more 生产力与协作 skills: steipete/gemini, steipete/gh-issues, steipete/skill-creator · View all 6 →
捕获任何浏览器自动化的完整 DevTools 协议跟踪——CDP 数据流、截图和 DOM 转储——然后将流分割为按页面可搜索的存储桶。当用户想要调试失败的运行、审计网络/控制台/DOM 活动、将跟踪附加到进行中的会话，或将结构化的逐页摘要反馈到代理循环中，以便其下一次迭代从上次中学习时使用。
This repo contains 10 individual skills — each has its own dedicated page.
Self-improving browser automation via the auto-research loop. Iteratively runs a browsing task, reads the trace, and improves the navigation skill (strategy.md) until it reliably passes. Supports parallel runs across multiple tasks using sub-agents. Use when you want to build or improve browser automation skills for specific website tasks.
Automate web browser interactions using natural language via CLI commands. Use when the user asks to browse websites, navigate web pages, extract data from websites, take screenshots, fill forms, click buttons, or interact with web applications. Supports remote Browserbase sessions with Browserbase Identity, Verified browsers, automatic CAPTCHA solving, and residential proxies — ideal for protected websites and JavaScript-heavy pages.
Use the Browserbase CLI (`browse`) for Browserbase Functions and platform API workflows. Use when the user asks to run `browse`, deploy or invoke functions, manage sessions, projects, contexts, or extensions, fetch a page through the Browserbase Fetch API, search the web through the Browserbase Search API, or scaffold starter templates. Prefer the Browser skill for interactive browsing; use the top-level `browse` driver commands (`browse open`, `browse get`, etc.) only when the user explicitly wants the CLI path.
Turn a website's observable HTTP traffic into a best-effort OpenAPI 3.1 spec by analyzing a `browser-trace` capture. Use when the user wants to discover/extract API endpoints from a browser session, build an OpenAPI doc from network traffic, or document a third-party site's XHR/fetch surface for client integration.
Sync cookies from local Chrome to a Browserbase persistent context so the browse CLI can access authenticated sites. Use when the user wants to browse as themselves, sync cookies, or log into sites via Browserbase.
Event prospecting skill. Takes a conference / event speakers URL, extracts the people, filters their companies against the user's ICP, then deep-researches only the speakers at ICP-fit companies. Outputs a person-first HTML report where each card answers "why should the AE talk to this person?" with all public links and a one-click DM opener. Use when the user wants to: (1) find leads at a specific conference, (2) prep for an event, (3) research event speakers, (4) build a target list from a sponsor/exhibitor page, (5) scrape conference speakers and rank by ICP fit. Triggers: "find leads at {event}", "research speakers at", "prospect this conference", "stripe sessions leads", "ai engineer summit prospects", "event prospecting", "scrape conference speakers", "who should I meet at".
Use this skill when the user wants to retrieve a URL without a full browser session: fetch HTML or JSON from static pages, inspect status codes or headers, follow redirects, or get page source for simple scraping. Prefer it over a browser when JavaScript rendering and page interaction are not needed. Supports proxies and redirect control.
Deploy serverless browser automation as cloud functions using Browserbase. Use when the user wants to deploy browser automation to run on a schedule or cron, create a webhook endpoint for browser tasks, run automation in the cloud instead of locally, or asks about Browserbase Functions.
Build local constrained-browser agents with a safe_browser tool that owns CDP, enforces a domain allowlist with Fetch interception, and lets a runtime Claude Agent SDK agent complete browsing tasks without raw browser, shell, or CDP access. Use when the user wants an agent to browse or scrape while staying on approved domains, demo blocked off-domain navigation, or generate a safe browser client.
AI-powered adversarial UI testing via the browse CLI. Analyzes git diffs to test only what changed, or explores the full app to find bugs. Tests functional correctness, accessibility, responsive layout, and UX heuristics. Use when the user asks to test UI changes, QA a pull request, audit accessibility, or run exploratory testing. Supports local browser (localhost) and remote Browserbase (deployed sites).
Gemini CLI one-shot prompts, summaries, generation, skills, hooks, MCP, or Gemma routing.
Fetch GitHub issues, select candidates, spawn background fix agents, open PRs, and optionally process PR review comments.
Create, edit, audit, tidy, validate, or restructure AgentSkills and SKILL.md files.
Search, install, update, sync, or publish agent skills with the ClawHub CLI and registry.
Delegate coding work to Codex, Claude Code, or OpenCode as background workers; not simple edits or read-only code lookup.
List, configure, authenticate, call, and inspect MCP servers/tools with mcporter over HTTP or stdio.