skill-browser

# skill-browser

Reusable **AI Agent skills** for **Runtime-aware web interaction** — works with GitHub Copilot CLI, OpenClaw/Antigravity, Claude Code, Cursor, and any agent that supports markdown-based skill files.

可复用的 **AI Agent skills**，面向 **Runtime-aware 网页交互** —— 适用于 GitHub Copilot CLI、OpenClaw/Antigravity、Claude Code、Cursor 等所有支持 markdown skill 的 AI Agent。

Core capabilities | 核心能力：

- **Explore**: adapt unfamiliar websites generically | 通用适配陌生网站
- **Stabilize**: turn proven flows into reusable profiles | 把验证过的流程沉淀为可复用 profile
- **Execute**: search, rank, and summarize across platforms using the best available runtime | 用最优执行路径做搜索、排序和摘要
---

## Why this repo | 为什么做这个仓库

This repo packages a practical browser-workflow playbook into shareable Cursor skills.

这个仓库把一套实战验证过的浏览器工作流，整理成了可以分享、安装、复用的 Cursor skills。

### Architecture model (2026) | 架构模型

```text
Cognition Layer    → LLM (Planner + Reasoner)
Execution Layer    → opencli (CLI) / fetch (API) / Browser Agent (UI)
Memory Layer       → site profiles, platform registry
Environment        → Web
```

The key insight: **the agent should pick the best execution path per platform, not default to browser scraping.**

核心洞察：**Agent 应该按平台选最优执行路径，而不是默认走浏览器抓取。**

### Execution routing | 执行路由

```text
if opencli supports the platform:
    use opencli (deterministic, zero LLM cost, session-reuse)
elif public API exists:
    use fetch (structured JSON, no rendering needed)
elif site is SSR and publicly accessible:
    use web_fetch or Playwright (metadata extraction)
else:
    require login-state browser or declare blocked
```

### Platform access tiers | 平台接入分级

| Platform | opencli | Public API | SSR fetch | Tier | Recommended |
|----------|---------|-----------|-----------|------|-------------|
| Bilibili | ✅ `bilibili search` | ✅ `api.bilibili.com` | partial | T1 | opencli |
| YouTube | ✅ `youtube search` | ✅ Data API | partial | T1 | opencli |
| HackerNews | ✅ `hackernews top` | ✅ `hn.algolia.com` | ✅ SSR | T1 | op