browser-trace 是做什麼的？
擷取任何瀏覽器自動化的完整 DevTools 協定追蹤軌跡——包含 CDP 資料流、螢幕截圖和 DOM 轉儲——然後將串流分割成可搜尋的每個頁面資料桶。適用於使用者想要偵錯失敗的執行、稽核網路/主控台/DOM 活動、將追蹤附加到進行中的工作階段，或將結構化的每個頁面摘要回饋到代理程式迴圈中，使其下一次迭代從上次學習。
擷取任何瀏覽器自動化的完整 DevTools 協定追蹤軌跡——包含 CDP 資料流、螢幕截圖和 DOM 轉儲——然後將串流分割成可搜尋的每個頁面資料桶。適用於使用者想要偵錯失敗的執行、稽核網路/主控台/DOM 活動、將追蹤附加到進行中的工作階段，或將結構化的每個頁面摘要回饋到代理程式迴圈中，使其下一次迭代從上次學習。
browserbase/browser-trace 是一個強大的技能，專為 AI 代理工具（如 Claude Code、Cursor、Codex）設計，用於擷取、分析與重播任何瀏覽器自動化的完整 DevTools 協定 (CDP) 追蹤。它不僅記錄原始 CDP 事件流，還同步捕捉螢幕截圖與 DOM 轉儲，並將整個串流智慧分割成每個瀏覽器頁面的獨立、可搜尋的資料桶。這使得開發者能夠精準定位問題、稽核網路請求、主控台日誌與 DOM 變更，甚至將追蹤附加到正在運行的工作階段以進行即時除錯。其核心價值在於將結構化的每個頁面摘要回饋到代理程式的迭代迴圈中，使 AI 能從先前的失敗中學習，自動調整策略以提升下一次執行的成功率。此技能支援所有基於 CDP 的瀏覽器自動化框架，並提供靈活的 API 來啟動追蹤、獲取狀態、搜尋事件與生成摘要。
npx skills add https://github.com/browserbase/skills/tree/main/skills/browser-traceInstalled? Explore more 生產力與協作 skills: steipete/gemini, steipete/gh-issues, steipete/skill-creator · View all 6 →
擷取任何瀏覽器自動化的完整 DevTools 協定追蹤軌跡——包含 CDP 資料流、螢幕截圖和 DOM 轉儲——然後將串流分割成可搜尋的每個頁面資料桶。適用於使用者想要偵錯失敗的執行、稽核網路/主控台/DOM 活動、將追蹤附加到進行中的工作階段，或將結構化的每個頁面摘要回饋到代理程式迴圈中，使其下一次迭代從上次學習。
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.