Reverse Skill is a routing package for AI coding agents that selects appropriate reverse-engineering, penetration-testing, and security-research methods and tools for a given target. It is used for tasks involving APKs, binaries, frontend JavaScript, packet captures, CTF challenges, and authorized penetration testing. Its catalogue add-ons provide the skills and instructions that guide these workflows.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add zhaoxuya520/reverse-skill --skill browser-automationgit clone --depth 1 https://github.com/zhaoxuya520/reverse-skillWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/zhaoxuya520/reverse-skill/browser-automation)<a href="https://agentmods.dev/skills/zhaoxuya520/reverse-skill/browser-automation"><img src="https://agentmods.dev/badge/skills/zhaoxuya520/reverse-skill/browser-automation/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/zhaoxuya520/reverse-skill/browser-automation"><img src="https://agentmods.dev/badge/skills/zhaoxuya520/reverse-skill/browser-automation.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket warn
- Snyk fail
- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium MCP Rug Pull · line 194 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00149 | $0.02132 |
| Opus 5 | $0.00075 | $0.01066 |
| Sonnet 5 | $0.00030 | $0.00426 |
| Haiku 4.5 | $0.00015 | $0.00213 |
Grade A, and why
browser-automation scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
Copies of this mod
4 near-identical copies found in the catalogue:
- browser-automation — 100% identical, 0 lines differ
- browser-automation — 92% identical, 14 lines differ
- browser-automation — 92% identical, 7 lines differ
- browser-automation — 88% identical, 15 lines differ
How it starts
The opening of the file, as written. The whole thing — 243 lines — stays where its author put it; the contents beside it link to each section on GitHub.
自动化操作 (Desktop & Browser Automation)
ACTION REQUIRED（读完后立刻执行）
NOW：确认当前任务是否命中本 skill 的适用范围NOW：读取../tool-index.md，校验工具可用性和实际路径NEXT：缺工具时调用 bootstrap，不要猜路径ACT：进入"工作流"第一步并执行，不要停在确认状态
适用范围
当任务属于以下场景时使用本 skill：
浏览器场景（Playwright / agent-browser）
- 打开网页并操作页面元素（点击、填表、提交）
- 爬取页面内容或截图
- 自动化登录流程
- 渗透测试中与 Web 页面交互（提交 payload、触发 XSS）
- 验证码页面的自动化处理
- 批量表单提交
桌面应用场景（OpenReverse）
- 操作 Windows 桌面应用（IDA Pro、x64dbg、Wireshark 等）
- 需要视觉驱动交互（CUA 模式）
- 需要结构化 UI 操作（UIA 模式）
- 桌面应用的网络流量观察（内置 mitmproxy）
- 自动化逆向工具的 GUI 操作
- 黑盒测试桌面软件
与其他工具的分工
| 场景 | 用什么 |
|---|---|
| 操作网页（浏览器内） | Playwright / agent-browser |
| 操作桌面应用（Windows GUI） | OpenReverse |
| 抓包分析、HTTP 请求捕获 | anything-analyzer 或 OpenReverse network lane |
| JS 断点、Hook、CDP 调试 | jshookmcp |
| 定位签名算法、补环境复现 | js-reverse |
简单判断：
- 目标是网页 → Playwright
- 目标是 Windows 桌面应用 → OpenReverse
- 两者都需要 → 组合使用
Part 1: 浏览器自动化（Playwright / agent-browser）
核心工作流
# 1. 打开页面
agent-browser open <url>
# 2. 获取可交互元素（返回 @e1, @e2... 引用）
agent-browser snapshot -i
# 3. 用引用操作元素
agent-browser click @e1
agent-browser fill @e2 "text"
# 4. 完成后关闭
agent-browser close
命令参考
# 导航
agent-browser open <url>
agent-browser close
# 页面快照
agent-browser snapshot # 完整无障碍树
agent-browser snapshot -i # 仅可交互元素（推荐）
# 交互操作
agent-browser click @e1
agent-browser fill @e2 "text"
agent-browser type @e2 "text"
agent-browser press Enter
agent-browser scroll down 500
# 获取信息
agent-browser get text @e1
agent-browser get title
agent-browser get url
# 等待
agent-browser wait @e1
agent-browser wait 2000
agent-browser wait --load networkidle
注意事项
- 必须执行
agent-browser close，否则进程泄漏 - 操作前先 snapshot，不要猜元素引用
- 提交表单后用
wait --load networkidle等页面稳定
Part 2: 桌面应用自动化（OpenReverse）
概述
OpenReverse 是面向 AI Agent 的桌面交互与证据采集框架，支持：
- UIA 模式：Windows UI Automation，结构化桌面控件操作
- CUA 模式：视觉驱动交互（Computer Use Agent），适合复杂 GUI
- 网络观察：内置 mitmproxy 代理 + 本地抓取
What ships with it
2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 10d ago First seen · 243 lines · 149 tokens per session scan A c19a9293ea15
browser-automation is a skill published in the GitHub repository zhaoxuya520/reverse-skill (35,183 stars, last pushed 6d ago), licensed MIT. It adds 149 tokens to every session and 2,132 once invoked, about $0.0007 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
opencli-sitemap-author
Use when creating or maintaining OpenCLI site sitemaps: agent-facing navigation, page-state, action, workflow, API-reference, pitfall, and fallback knowledge for a website. Use after browser exploration discovers durable site context, when a sitemap is stale, or when promoting local site knowledge into the repo.
debug-optimize-lcp
Guides debugging and optimizing Largest Contentful Paint (LCP) using Chrome DevTools MCP tools. Use this skill whenever the user asks about LCP performance, slow page loads, Core Web Vitals optimization, or wants to understand why their page's main content takes too long to appear. Also use when the user mentions…
interactive-login
How to complete browser/interactive logins (aws / gh / glab / gcloud). The platform backgrounds the login poller so it survives the human's browser round-trip — and when that does NOT work.
pinchtab-mcp
Use this skill when a task requires browser automation through PinchTab's MCP server connected to a remote browser instance. Covers navigation, element interaction, data extraction, form filling, multi-step flows, and session management via MCP tools.
azure-messaging-webpubsub-java
Build real-time web applications with Azure Web PubSub SDK for Java. Use when implementing WebSocket-based messaging, live updates, chat applications, or server-to-client push notifications.
google-safe-browsing
Prevent and fix Google Safe Browsing "Dangerous site" flags. Use when launching a public web app, buying/picking a domain, building a login or signup page, or when any site shows a red "Dangerous site" / "Deceptive site" warning in Chrome, Brave, Safari, Firefox, or Edge. Triggers on "dangerous site", "deceptive…