测试助手
- 作者仓库星标 68,946
- 作者更新于 实时读取
- 作者仓库 paperclip
- 领域
- AI 智能 · browser · puppeteer · playwright
- 兼容 Agent
-
- Claude Code
- Cursor
- Cline
- Codex
- Windsurf
- Gemini CLI
- +20
- 信任分
- 94 / 100 · 已通过审计
- 作者 / 版本 / 许可
- @paperclipai · 未声明 license
- Token 消耗评级
- 低消耗
- 接入复杂程度
- 即装即用
- 是否需要外部 API Key
- 不需要
- 兼容的系统
- 未声明(默认跨平台)
- 底层运行要求
- 无特殊要求
- 文件与系统权限
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- 只读
- 允许写入 / 修改
- 网络行为
- 允许外网请求
- 安装命令数
- 26 条
档案由构建时根据 SKILL.md 与安装命令自动衍生,可能与作者实际意图存在差异。
---
name: agent-browser
description: Drive a real browser to inspect or interact with a web page or app — navigate, take screenshots…
category: AI 智能
runtime: 无特殊运行时
---
# agent-browser 输出预览
## PART A: 任务判断
- 适用问题:提示词、Agent 工作流、模型评估或自动化推理。
- 输入要求:目标材料、限制条件、期望输出和验收方式。
- 证据边界:围绕“When to use / When not to use / Before launching the browser”读取原文规则,不把推断写成作者承诺。
## PART B: 执行结果
- **01** 任务判断:确认你的需求是否属于提示词、Agent 工作流、模型评估或自动化推理,并标出输入、限制和预期结果。
- **02** 执行计划:优先按“When to use / When not to use / Before launching the browser”拆成步骤,说明每一步会读取什么、修改什么、产出什么。
- **03** 交付结果:给出可复制的命令、文件改动、检查清单或内容草稿,并说明如何继续迭代。
- **04** 风险边界:结合 读取文件、写入/修改文件、会按任务需要访问外部网络、通常不需要额外 API Key 给出执行前确认项。
## Running Rules
- 读取文件、写入/修改文件;会按任务需要访问外部网络;通常不需要额外 API Key。
- 先小样例验证,再放大到真实任务。
- 交付时同时给结果、检查口径和下一步迭代建议。 原文出现了 `/http` 这类斜杠命令;如果你的 Agent 支持命令触发,优先用命令开场,再补充目标和边界。
告诉 Agent 目标文件或材料、期望结果、不可改范围、是否允许联网或执行命令。本 Skill 的权限画像是:读取文件、写入/修改文件。
先用一个小任务确认它会围绕“When to use / When not to use / Before launching the browser”工作;涉及文件或命令时,先看 diff、日志、预览或测试结果。
检查最终产物是否包含明确结果、必要证据和下一步动作;如果输出泛泛而谈,就补充输入、边界和验收标准后重跑。
---
name: agent-browser
description: Drive a real browser to inspect or interact with a web page or app — navigate, take screenshots…
category: AI 智能
source: paperclipai/paperclip
---
# agent-browser
## 什么时候使用
- 用于让 Agent 打开、操作和验证浏览器页面 适合处理AI Agent、提示词、模型评估与自动化推理,核心价值是把输入、判断、执行、验证和交付边界固定下来,避免 Agent 泛泛回答。 围绕 browser、puppeteer、pla…
- 面向提示词、Agent 工作流、模型评估或自动化推理,优先处理能明确输入、步骤和验收标准的工作。
## 需要提供什么
- 目标材料、目录范围、期望结果和不可改动内容。
- 是否允许联网、执行命令、读写文件或调用外部服务。
## 执行规则
- 围绕「When to use / When not to use / Before launching the browser」组织步骤,不把推断写成作者事实。
- 读取文件、写入/修改文件;会按任务需要访问外部网络;通常不需要额外 API Key。
- 先跑小样例,确认结果可检查后再扩大任务范围。
## 输出要求
- 给出最终产物、关键证据、验证方式和下一步动作。
- 信息不足时标记 unknown,不编造命令、平台或依赖。 作者原文负责流程事实;仓库文件负责来源和命令;流狐只补充适用场景、限制和质量判断。
skill "agent-browser" {
输入层 -> 用户目标 + 目标文件 + 禁止范围 + 验收标准
上下文层 -> When to use / When not to use / Before launching the browser
规则层 -> SKILL.md 触发条件 / 执行顺序 / 输出格式
运行层 -> 无特殊运行时 | 读取文件、写入/修改文件 | 会按任务需要访问外部网络
安全层 -> 通常不需要额外 API Key + 小任务验证 + diff / 日志复核
输出层 -> 可复制结果 + 检查清单 + 下一步迭代
} Agent Browser
Use a controlled browser to verify behavior, capture evidence, or extract information from web pages that a static fetch cannot reach (SPAs, login-gated pages, dynamic content). This skill is about supervised verification, not unattended scraping.
When to use
- You need a screenshot of a deployed page or a local dev server to confirm a UI change.
- You need to read JavaScript-rendered content that
curl/wgetwill not see. - A user reports a UI bug and you need to reproduce it interactively to capture console errors, network requests, or layout state.
- You need to walk through a short flow (load page, click, observe) to verify acceptance criteria.
When not to use
- The page is reachable as static HTML. Use
curl/HTTP fetch — it is cheaper, faster, and more reliable. - The task is unattended large-scale scraping. That belongs to a dedicated scraper with rate limits, robots.txt handling, and a real user agent policy — not this skill.
- The site is behind authentication you do not own credentials for, or whose terms of service prohibit automation.
- The site involves sensitive accounts (banking, healthcare, government) where automation risks lockout or compliance issues.
Before launching the browser
- Confirm the URL and what state should be true after navigation.
- Decide what evidence is needed: full-page screenshot, viewport screenshot, console log, network trace, HTML snapshot, extracted text.
- Decide the viewport size that matters for the task (mobile vs desktop). Default to a desktop size unless the task is mobile-specific.
- For local dev servers, confirm the server is running and the port is what you expect.
Driving the browser
A typical verification session:
- Launch with a real-looking user agent when the target is the public internet; an unrealistic UA flags automation traffic.
- Set a sane viewport (e.g., 1366×768 desktop, 390×844 iPhone-ish).
- Navigate and wait for the right signal. Prefer waiting for a specific selector or network-idle over arbitrary sleeps.
- Capture evidence immediately after the wait condition succeeds, before any interaction perturbs the state.
- Interact deliberately. One click at a time, with a wait between actions; re-screenshot after each meaningful state change.
- Read the console and network panels for unexpected errors, 4xx/5xx responses, or slow requests.
- Close the browser cleanly when done. Long-running browser sessions leak memory and hold ports.
What evidence to record
For a verification task, deliver:
- A full-page or viewport screenshot of each meaningful state.
- The console log, filtered to warnings/errors.
- Any non-2xx network response with the URL, status, and a short response body excerpt.
- A short narration: "Navigated to X, observed Y, clicked Z, observed W."
For a UI bug repro, also record:
- The exact reproduction steps the user can follow.
- Viewport size and (where relevant) device pixel ratio.
- Whether the bug reproduces on first load vs after interaction.
Login-gated pages
- Prefer programmatic auth (API token, magic link) over UI login.
- If UI login is the only path, the user must provide credentials explicitly for this run. Never reuse credentials outside the session.
- Do not store credentials in the session log, screenshot, or returned output.
Performance and politeness
- Throttle to one navigation per few seconds when touching shared infra.
- Respect
robots.txtfor public sites you are inspecting at any volume. - Cancel navigations if a page exceeds a reasonable timeout (e.g., 30s); the page is broken or rate-limiting you.
- Do not retry forever on failure. Retry once with a longer timeout, then escalate.
Common failure modes
- Selector not found. Page changed, or you are waiting before render. Take a screenshot to see actual state; adjust the selector.
- Click does nothing. The element is offscreen, covered by a modal, or in a shadow DOM. Scroll into view or pierce the shadow root.
- Headless detection. Some sites detect headless Chrome and serve a different page. Use a non-headless mode or a fingerprint-realistic configuration only when authorized.
- Cross-origin iframe blocking. Iframes you do not own cannot be inspected; the page must offer the data outside the iframe or the task is infeasible.
Anti-patterns
- Long unsupervised browser sessions that drift from the original task.
- Scraping behind authentication you do not own.
- Captioning a screenshot with "looks good" without saying what state was loaded and what selectors confirmed it.
- Treating a passing screenshot as proof of correctness across viewports you did not actually test.
先判断是否适合
作者设计意图
作者的方法与取舍
边界和复核