browser-automation
Skill0 starsChanged 3 months agoMITView on GitHub
Windows + Edge 浏览器自动化方案:agent-browser(Hermes原生)+ Playwright 无头 + mcp-chrome-bridge MCP。无需装 Chrome。
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53 other projects use a version of this.
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- kinhluan/skillstheir own version, first seen Nov 8, 2026
- coffeegrind123/zendriver-mcptheir own version, first seen Nov 8, 2026
- darkweb19/skillstheir own version, first seen Nov 8, 2026
- better6666/redteam-skills-portabletheir own version, first seen Nov 8, 2026
- notegpt-official/notegpt-skillstheir own version, first seen Nov 6, 2026
- galiprandi/job-seekertheir own version, first seen Nov 5, 2026
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Projects with it also use karpathy-coder, api-test-suite-builder and 10 more.
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csiddhant796-blipSkillkarpathy-coder
Use when writing, reviewing, or committing code to enforce Karpathy's 4 coding principles — surface assumptions before coding, keep it simple, make surgical changes, define verifiable goals. Triggers on "review my diff", "check complexity", "am I overcomplicating this", "karpathy check", "before I commit", or any code quality concern where the LLM might be overcoding.
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Arnav-0Skillapi-test-suite-builder
Use when the user asks to generate API tests, create integration test suites, test REST endpoints, or build contract tests.
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Hussain-ElfalahSkillandreessen
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Hussain-ElfalahSkillbusiness-investment-advisor
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csiddhant796-blipSkillself-eval
Honestly evaluate AI work quality using a two-axis scoring system. Use after completing a task, code review, or work session to get an unbiased assessment. Detects score inflation, forces devil's advocate reasoning, and persists scores across sessions.
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DorianGalloSkillbinary-diff
跨版本符号迁移与二进制差分。当你有旧版本的符号/逆向结果,需要快速迁移到新版本时使用。 适用场景:内核缺 PDB 用旧版符号推导、程序更新后批量迁移函数名、应用更新后快速定位新偏移。 核心方法:用 LLM 做结构化差异比对,程序化输入输出,成本极低(200 函数 ~1 元)。 触发关键词:符号迁移、bindiff、跨版本、PDB 缺失、函数偏移迁移、symbol migration、binary diff、版本对比。
Also in 5 projects that use this
- +1 more from Hussain-Elfalah
Other versions53 projects use a version of this.
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- zhaoxuya520/reverse-skill-private★ 40ksame name
- zhaoxuya520/reverse-skill★ 38ksame name
- civitai/civitai★ 7.3ksame name
- pierrecomputer/pierre★ 6.5ksame name
- coco-research/coco★ 797same name
- SHAdd0WTAka/Zen-Ai-Pentest★ 470same name
- web-infra-dev/midscene-skills★ 319same name
- irahardianto/awesome-agv★ 157same name
- galiprandi/job-seeker★ 120same name
- cigery-useio/useio-skills★ 103same name
43 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
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The file
Files
浏览器自动化(Windows + Edge)
概述
本机只有 Edge 没有 Chrome。四条浏览器自动化路径:
| 方案 | 工具 | 用途 | 状态 |
| agent-browser | agent-browser.exe (v0.31.1) | Hermes 原生浏览器后端,自动装 Chrome 运行时 | ❌ Windows 暂不可用(Chrome 会话隔离问题) |
| Playwright 无头 | browser_agent.py | 搜索、抓取、截图 | ✅ 已跑通 |
| mcp-chrome MCP | Hermes MCP 工具 | 操控已登录网页、读写历史书签 | ⚠️ 不稳定 |
| computer_use | cua-driver | 桌面 GUI 操控 | ⚠️ 不太稳定 |
agent-browser(Hermes 原生浏览器后端)
Hermes 默认浏览器方案,无需装系统 Chrome。自动管理 Chromium 运行时。
当前状态(2026-07-10):Windows 上暂不可用。Chrome 150.0.7871.115 在 Windows 上启动报"无法在单独的会话中打开"(会话隔离问题),Lightpanda 引擎所有导航超时。详见 windows-master 技能 references/agent-browser-setup.md。
已知命令:
agent-browser.exe open <url>— 导航(推荐,替代 navigate)agent-browser.exe doctor— 诊断环境、Chrome、启动测试agent-browser.exe --proxy <url>— 设置代理agent-browser.exe --engine lightpanda— 使用 Lightpanda 引擎(Windows 导航超时)
Playwright + Edge 无头模式
依赖
pip install playwright不需要 playwright install chromium——直接用系统已安装的 Edge。
使用
必须用 venv Python(已装 playwright):
# 百度搜索
/d/Hermes/hermes-agent/.venv/Scripts/python.exe D:/Hermes/scripts/browser_agent.py "搜索词"
# 打开网页取内容
/d/Hermes/hermes-agent/.venv/Scripts/python.exe D:/Hermes/scripts/browser_agent.py --url https://example.com
# 截图
/d/Hermes/hermes-agent/.venv/Scripts/python.exe D:/Hermes/scripts/browser_agent.py --screenshot https://example.com不要用系统 Python(
python/python3),它没装 playwright 会报ModuleNotFoundError: No module named 'playwright'。
输出 JSON,{success: true, title: ..., text: ..., results: [...]}
注意事项
- Edge 路径:
C:\Program Files (x86)\Microsoft\Edge\Application\msedge.exe - 百度在 headless 模式下搜索框不可见——不要用
page.fill('#kw'),改用 URL 参数:https://www.baidu.com/s?wd=关键词 - 设置自定义 UA 避免反爬:
browser.new_context(user_agent="...Edg/120...") page.goto()用wait_until="domcontentloaded"并额外wait_for_timeout(2000)等 JS 渲染
mcp-chrome-bridge + Edge
架构
mcp-chrome-bridge = npm 桥接服务(127.0.0.1:12306)+ 浏览器扩展(CRX)。扩展通过原生消息协议启动 bridge 的 HTTP server,Hermes gateway 通过 stdio 子进程连接 bridge。
Hermes config.yaml(stdio 模式):
mcp_servers:
chrome:
command: D:/sofeware/node/node.exe
args:
- C:/Users/28672/AppData/Roaming/npm/node_modules/mcp-chrome-bridge/dist/mcp/mcp-server-stdio.js
timeout: 120
connect_timeout: 30安装要点
npm install -g mcp-chrome-bridge(已装 v1.0.31)- 扩展 ID:
hbdgbgagpkpjffpklnamcljpakneikee - mcp-chrome-bridge 的
register命令只支持 chrome/chromium,Edge 需手动注册(复制 Chromium manifest + 添加 Edge 注册表键) - 允许用户级原生消息:
HKLM\Software\Policies\Microsoft\Edge\NativeMessagingUserLevelHosts = 1 - 扩展 zip 从 GitHub 下载在国内经常损坏——手动解析 ZIP local file headers 提取文件(见
references/damaged-zip-extraction.md) - 装完跑
hermes mcp test chrome验证(27 个工具),会话中/reload加载
完整部署步骤见 references/mcp-chrome-edge-setup.md。
config.yaml 配置
mcp-chrome-bridge 的 HTTP server(127.0.0.1:12306)使用 StreamableHTTP 协议,但只支持单个 MCP transport 连接。Edge 扩展已占用该连接,外部 HTTP/SSE 客户端无法再接入。因此必须用 stdio 模式——gateway 启动 mcp-server-stdio.js 子进程,由它内部连接 bridge:
# ✅ 正确:stdio 模式(gateway 启动子进程,内部连 bridge)
mcp_servers:
chrome:
command: D:/sofeware/node/node.exe
args:
- C:/Users/28672/AppData/Roaming/npm/node_modules/mcp-chrome-bridge/dist/mcp/mcp-server-stdio.js
timeout: 120
connect_timeout: 30
# ❌ 错误:URL/SSE 模式(bridge 只接受一个 transport,已被扩展占用)
# 会报 "Already connected to a transport. Call close() before connecting..."
mcp_servers:
chrome:
transport: sse # 或 streamableHttp
url: http://127.0.0.1:12306/mcp
timeout: 60修改 config.yaml 的注意事项:
patch工具和yaml.dump()都不能用来编辑 config.yaml。正确做法是用 terminal + Python 字符串替换。
修改后必须在 Hermes 会话中输入 /reload 重新加载 MCP 配置。
故障排查
调试原则:遇到 mcp_chrome 连不上时,先诊断后动手。不要反复改 config + /reload。按下面顺序排查,80% 的情况 bridge 根本没在跑。
症状:mcp_chrome 工具报 "Failed to connect to MCP server"
完整调试记录见 references/bridge-debug-session-20260704.md。
按以下顺序排查:
- 确认 bridge 在运行:
curl -s http://127.0.0.1:12306/ping # 返回 {"status":"ok","message":"pong"} = bridge 正常运行 # 返回 "Connection refused" = bridge 没启动 - 直接测试 chrome MCP server(验证 server 本身没问题):
echo '{"jsonrpc":"2.0","id":1,"method":"tools/list"}' | \ D:/sofeware/node/node.exe "C:/Users/28672/AppData/Roaming/npm/node_modules/mcp-chrome-bridge/dist/mcp/mcp-server-stdio.js" # 应返回 27 个工具的 JSON 列表 - 检查 config.yaml 是 stdio 模式(不是 URL/SSE 模式),确认
command+args字段存在 - 确认 gateway 已加载 chrome:
gateway_list_servers应包含 chrome - 如果 config 刚改过,执行
/reload重新加载
症状:stdio 测试报 "Already connected to a transport"
bridge 只接受一个 MCP transport,被占用后新连接失败。修复:
# 1. 找到 bridge 进程 PID
netstat -ano | grep "LISTENING.*12306"
# 找到 PID 后杀掉
taskkill /PID <pid> /F
# 3. 等待 Edge 扩展自动重启 bridge(通常 5-10 秒)
sleep 5
curl -s http://127.0.0.1:12306/ping # 确认重启成功
# 4. 重新加载 Hermes MCP
# 在 Hermes 中输入 /reload症状:bridge 杀了后不自动重启
Edge 扩展不一定立即重连 bridge。等 10 秒后 curl -s http://127.0.0.1:12306/ping 仍无响应:
- 确认 Edge 浏览器在运行:
tasklist | grep msedge - 打开
edge://extensions确认 mcp-chrome 扩展处于启用状态 - 触发扩展活动(如切换标签页)促使其重连
- 如果扩展长期 idle,bridge 不会重启——此时改用 Playwright 方案更可靠
症状:修改 config.yaml 被拒绝
patch 工具和 yaml.dump() 都不能编辑 config.yaml。正确做法:
python -c "
with open('D:/Hermes/config.yaml', 'r') as f:
c = f.read()
c = c.replace('old_string', 'new_string')
with open('D:/Hermes/config.yaml', 'w') as f:
f.write(c)
"工具速览(27个)
- 标签:
get_windows_and_tabs,switch_tab,close_tabs - 导航:
navigate - 交互:
click_element,fill_or_select,keyboard - 内容:
get_web_content,read_page,screenshot - 脚本:
javascript - 网络:
network_request,network_capture - 数据:
history,bookmark_search/add/delete - 其他:
upload_file,handle_download,console,handle_dialog,gif_recorder
方案选择
| 需要什么 | 用哪个 |
| Hermes 内置浏览器工具(navigate/click/screenshot) | agent-browser |
| 搜索网页、提取文本 | Playwright (browser_agent.py) |
| 操作已登录网站 | mcp-chrome |
| 批量网页自动化 | Playwright |
| 桌面 GUI 操控 | computer_use |
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