web-research-workflow

Compare original and translation side by side

🇺🇸

Original

English

🇨🇳

Translation

Chinese

Web Research Workflow

网页调研工作流

Unified approach for web content research that automatically selects the right tool for each situation.

一种针对网页内容调研的统一方案，可根据不同场景自动选择合适的工具。

Quick Decision Tree

快速决策树

URL to research
     │
     ▼
┌─────────────────┐
│ 1. Try WebFetch │ ← Fast, free, no overhead
│    (always try) │
└─────────────────┘
     │
Content OK? ──Yes──► Parse and return
     │
     No (empty/partial/<500 chars)
     │
     ▼
┌───────────────────────┐
│ 2. TAVILY_API_KEY set?│
└───────────────────────┘
     │          │
    Yes         No ──► Skip to step 3
     │
     ▼
┌───────────────────────────┐
│ Tavily search/extract/    │ ← Raw markdown, batch URLs
│ crawl/research            │
└───────────────────────────┘
     │
Content OK? ──Yes──► Parse and return
     │
     No (JS-rendered/auth-required)
     │
     ▼
┌─────────────────────┐
│ 3. Use agent-browser │ ← Full browser, last resort
└─────────────────────┘
     │
├─ SPA (react/vue/angular) ──► wait --load networkidle
├─ Login required ──► auth flow + state save
├─ Dynamic content ──► wait --text "Expected"
└─ Multi-page ──► crawl pattern

URL to research
     │
     ▼
┌─────────────────┐
│ 1. Try WebFetch │ ← Fast, free, no overhead
│    (always try) │
└─────────────────┘
     │
Content OK? ──Yes──► Parse and return
     │
     No (empty/partial/<500 chars)
     │
     ▼
┌───────────────────────┐
│ 2. TAVILY_API_KEY set?│
└───────────────────────┘
     │          │
    Yes         No ──► Skip to step 3
     │
     ▼
┌───────────────────────────┐
│ Tavily search/extract/    │ ← Raw markdown, batch URLs
│ crawl/research            │
└───────────────────────────┘
     │
Content OK? ──Yes──► Parse and return
     │
     No (JS-rendered/auth-required)
     │
     ▼
┌─────────────────────┐
│ 3. Use agent-browser │ ← Full browser, last resort
└─────────────────────┘
     │
├─ SPA (react/vue/angular) ──► wait --load networkidle
├─ Login required ──► auth flow + state save
├─ Dynamic content ──► wait --text "Expected"
└─ Multi-page ──► crawl pattern

Tavily Enhanced Research

Tavily增强型调研

When

TAVILY_API_KEY

is set, Tavily provides a powerful middle tier between WebFetch and agent-browser. It returns raw markdown content, supports batch URL extraction, and offers semantic search with relevance scoring. If

TAVILY_API_KEY

is not set, the 3-tier tree collapses to 2-tier (WebFetch → agent-browser) automatically.

Load details:

Read("${CLAUDE_SKILL_DIR}/rules/tool-selection.md")

for when-to-use-what tables, escalation heuristics, SPA detection patterns, and cost awareness.

Load details:

Read("${CLAUDE_SKILL_DIR}/references/tavily-api.md")

for Search, Extract, Map, Crawl, and Research endpoint examples and options.

当配置了

TAVILY_API_KEY

时，Tavily在WebFetch和agent-browser之间提供了一个功能强大的中间层。它可返回原始markdown内容，支持批量URL提取，并提供带有相关性评分的语义搜索。如果未配置

TAVILY_API_KEY

，三层决策树会自动简化为两层（WebFetch → agent-browser）。

加载详细信息：

Read("${CLAUDE_SKILL_DIR}/rules/tool-selection.md")

获取工具使用场景表、升级启发规则、SPA检测模式以及成本相关说明。

加载详细信息：

Read("${CLAUDE_SKILL_DIR}/references/tavily-api.md")

获取Search、Extract、Map、Crawl和Research端点的示例及配置选项。

Browser Patterns

浏览器模式

For content requiring JavaScript rendering, authentication, or multi-page crawling, fall back to agent-browser.

Load details:

Read("${CLAUDE_SKILL_DIR}/rules/browser-patterns.md")

for auto-fallback, authentication flow, multi-page research patterns, best practices, and troubleshooting.

对于需要JavaScript渲染、身份验证或多页面爬取的内容，可降级到agent-browser。

加载详细信息：

Read("${CLAUDE_SKILL_DIR}/rules/browser-patterns.md")

获取自动降级、身份验证流程、多页面调研模式、最佳实践及故障排除方法。

Competitive Monitoring

竞品监控

Track competitor websites for changes in pricing, features, positioning, and content.

Load details:

Read("${CLAUDE_SKILL_DIR}/rules/monitoring-competitor.md")

for snapshot capture, structured data extraction, and change classification.

Load details:

Read("${CLAUDE_SKILL_DIR}/rules/monitoring-change-detection.md")

for diff detection, structured comparison, Tavily site discovery, and CI automation.

追踪竞品网站的定价、功能、定位和内容变更。

加载详细信息：

Read("${CLAUDE_SKILL_DIR}/rules/monitoring-competitor.md")

获取快照捕获、结构化数据提取和变更分类的相关内容。

加载详细信息：

Read("${CLAUDE_SKILL_DIR}/rules/monitoring-change-detection.md")

获取差异检测、结构化对比、Tavily站点发现和CI自动化的相关内容。

Change Classification

变更分类

Severity	Examples	Action
Critical	Price increase/decrease, major feature change	Immediate alert
High	New feature added, feature removed	Review required
Medium	Copy changes, positioning shift	Note for analysis
Low	Typos, minor styling	Log only

严重级别	示例	行动建议
严重	价格上涨/下降、重大功能变更	立即告警
高	新增功能、移除功能	需要评审
中	文案变更、定位调整	记录用于分析
低	拼写错误、轻微样式调整	仅记录

Integration with Agents

与Agent的集成

This skill is used by:

```
web-research-analyst
```
- Primary user
```
market-intelligence
```
- Competitor research
```
product-strategist
```
- Deep competitive analysis

该技能被以下角色使用：

```
web-research-analyst
```
- 主要使用者
```
market-intelligence
```
- 竞品调研
```
product-strategist
```
- 深度竞品分析

web-research-workflow

Original

Translation

Web Research Workflow

网页调研工作流

Quick Decision Tree

快速决策树

Tavily Enhanced Research

Tavily增强型调研

Browser Patterns

浏览器模式

Competitive Monitoring

竞品监控

Change Classification

变更分类

Integration with Agents

与Agent的集成

Related Skills

相关技能