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Agent Skill · 研究检索

agent-e2e(Agent E2E 搜索)

agent-e2e 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。

agent-e2e 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 60,816。

总安装 364周安装 15GitHub Stars 公开资料未说明下载 119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:agent-e2e(Agent E2E 搜索)
来源仓库:https://github.com/lidessen/skills
仓库路径:skills/agent-e2e
安装命令:
npx skills add https://github.com/lidessen/skills --skill agent-e2e
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/lidessen/skills --skill agent-e2e

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。

用于发现和执行端到端测试场景,基于语义选择器识别 UI 元素以提升测试稳定性。适用于项目探索阶段识别高风险区域,如多字段表单、多步骤流程等复杂交互场景。支持通过风险驱动方式扫描代码、文档或界面,生成 YAML 格式的测试用例并执行。

安装命令为 npx skills add https://github.com/lidessen/skills --skill agent-e2e。使用时应确保具备目标项目的读取权限,执行测试可能涉及文件操作和外部系统调用。

来源仓库内路径:skills/agent-e2e

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/lidessen/skills --skill agent-e2e;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

agent-e2e 怎么安装?

在终端执行 npx skills add https://github.com/lidessen/skills --skill agent-e2e。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

agent-e2e 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。

agent-e2e 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。

agent-e2e 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。

agent-e2e 用的人多吗?

公开数据是累计安装 364 次,近一周安装 15 次,下载 119 次。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。

agent-e2e 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
agent-e2e

Agent E2E 搜索 · 本页

364—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

E2E Test Discovery & Execution

You're here to discover E2E test scenarios, record them as YAML, or execute existing test cases.

Core Principle: Semantic Selectors

The problem: Traditional selectors (testId, CSS classes) break when UI changes.

The solution: Use semantic selectors based on accessibility properties. These match what users see.

# ❌ Fragile
{{dataTestId: "submit-btn"}}

# ✅ Stable
{{role: button, name: "Submit"}}

Phase 1: Discovering Test Scenarios

Don't mechanically scan code/docs/UI. Use risk-driven discovery.

High-Risk Indicators

When exploring a project, prioritize areas with these characteristics:

IndicatorWhy It's RiskyExample
Multi-field formsValidation, edge cases, stateRegistration, checkout
Multi-step flowsState carries across stepsWizards, onboarding
Authentication boundariesPermissions, sessionsLogin, role-based access
External integrationsDependencies can failPayment, third-party APIs
Data mutationSide effects matterCreate, update, delete

Discovery Strategy

  1. Start from risk, not from code structure
  2. Use multiple sources (code, docs, browser) to verify each risk
  3. Stop when confident, not when sources are exhausted

Ask yourself: "What would break that users would notice?" Start there.


Phase 2: Recording Test Cases

The Snapshot-Refs Pattern

# 1. Open page
agent-browser open http://localhost:3000 --headed

# 2. Snapshot to discover elements
agent-browser snapshot --json
# Returns: {"refs": {"e1": {"name": "Email", "role": "textbox"}, ...}}

# 3. Interact using refs
agent-browser fill @e1 "test@example.com"
agent-browser click @e2

# 4. Re-snapshot after DOM changes (refs get reassigned!)
agent-browser snapshot --json

Critical: Always re-snapshot after any action that changes DOM. Refs are temporary.

Recording as YAML

Store semantic selectors, not refs:

steps:
  - desc: Submit login form
    commands:
      - agent-browser fill {{role: textbox, name: "Email"}} "{{env.EMAIL}}"
      - agent-browser click {{role: button, name: "Sign In"}}
    expect:
      - url_contains: /dashboard

Phase 3: Organizing Test Cases

Use complexity gradient to enable fast root-cause analysis:

foundations/     →     flows/          →     compositions/
(atomic ops)           (journeys)            (multi-session)

login.yaml            checkout.yaml          two-user-chat.yaml
logout.yaml           onboarding.yaml        order-and-fulfill.yaml
navigate.yaml         password-reset.yaml

Why This Structure

When a composition fails:

  1. Check which flow failed
  2. Check which foundation in that flow failed
  3. Fix the foundation → everything above it recovers

Foundations = building blocks (high reuse, must be stable) Flows = complete user journeys (compose foundations) Compositions = multi-session/multi-user scenarios (compose flows)

Deciding the Category

Ask: "Can this be broken into smaller independent tests?"

  • Yes → It's a flow or composition
  • No → It's a foundation

Phase 4: Executing Test Cases

Intent-Driven Execution

YAML describes intent + constraints. You (the agent) fill in execution details.

# YAML says WHAT and WHEN
- desc: Close popup if it appears
  commands:
    - agent-browser click {{role: button, name: "Close"}}
  optional: true  # Constraint: this can fail

# You decide HOW
# 1. Snapshot to check if button exists
# 2. If exists → click
# 3. If not → skip (because optional: true)
# 4. Record your decision for debugging

Execution Rules

  1. For each step: snapshot → match selector → execute → verify expect
  2. For optional steps: skip if element not found, but record the decision
  3. For failures: report which selector didn't match and what was found instead
  4. Always: close browser when done

Handling Complex Scenarios

Conditional steps (optional: true):

- desc: Dismiss cookie banner
  commands:
    - agent-browser click {{role: button, name: /Accept|Close|×/}}
  optional: true

You try the selector. If not found, skip and continue.

Data extraction:

- desc: Capture order ID from page
  extract:
    from: {{role: heading, name: /Order #\d+/}}
    pattern: "Order #(\\d+)"
    save_as: order_id

You find the element, extract the value, save it for later steps.

Multi-session (compositions):

sessions:
  - name: alice
    lifecycle: persistent
  - name: bob
    lifecycle: persistent

steps:
  - desc: Alice sends message
    session: alice
    commands: [...]

  - desc: Verify Bob received it
    session: bob
    expect:
      - element_visible: { { role: paragraph, name: /Hello/ } }

You manage separate browser sessions and switch between them.


YAML Format Reference

Minimal structure:

id: case-name
title: Human-readable title
category: foundation # foundation | flow | composition

description: |
  What this tests and why it matters.

parameters:
  base_url: http://localhost:3000

steps:
  - desc: Step description
    commands:
      - agent-browser <action> {{selector}} [args]
    expect:
      - condition: value
    optional: false # default

exploration:
  status: validated # draft | explored | validated

See FORMATS.md for complete specification.


Common Issues

Empty snapshot: Page hasn't loaded or lacks accessibility. Wait longer or check framework.

Refs changed: Expected. Always re-snapshot before interacting.

Multiple matches: Use index: {{role: button, name: "Delete", index: 0}}

Static routing: /docs may need /docs.html. Note in your test case.

Rate limiting (429): Public sites limit unauthenticated requests. Consider:

  • Adding delays between steps (agent-browser wait 2000)
  • Using authenticated sessions when available
  • Recording on local dev instances when possible

Checklist

When discovering:

  • Identified high-risk areas (forms, multi-step, auth, integrations)
  • Verified risks from multiple sources
  • Prioritized by user impact

When recording:

  • Used semantic selectors, not refs
  • Re-snapshot after DOM changes
  • Added expect conditions for verification

When organizing:

  • Categorized by complexity (foundation/flow/composition)
  • Foundations are atomic and reusable
  • Compositions reference flows, flows reference foundations

When executing:

  • Followed intent, applied judgment for details
  • Recorded decisions for debugging
  • Closed all browser sessions

平台分布

Codex

34.81%
按下载量换算41

Claude

34.2%
按下载量换算41

Cursor

18.39%
按下载量换算22

Gemini CLI

9.44%
按下载量换算11

安全审计

Gen Agent Trust Hub

通过

Socket

通过

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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