Unified decision tree for web research and competitive monitoring. Auto-selects WebFetch, Tavily, or agent-browser based on target site characteristics and available API keys. Includes competitor page tracking, snapshot diffing, and change alerting. Use when researching web content, scraping, extracting raw markdown, capturing documentation, or monitoring competitor changes.
Automatically selects and executes the optimal web research method for content extraction and change monitoring.
/plugin marketplace add yonatangross/orchestkit/plugin install orkl@orchestkitThis skill is limited to using the following tools:
references/tavily-api.mdrules/_sections.mdrules/_template.mdrules/browser-patterns.mdrules/monitoring-change-detection.mdrules/monitoring-competitor.mdrules/tool-selection.mdUnified approach for web content research that automatically selects the right tool for each situation.
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
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.
See Tool Selection for when-to-use-what tables, escalation heuristics, SPA detection patterns, and cost awareness.
See Tavily API Reference for Search, Extract, Map, Crawl, and Research endpoint examples and options.
For content requiring JavaScript rendering, authentication, or multi-page crawling, fall back to agent-browser.
See Browser Patterns for auto-fallback, authentication flow, multi-page research patterns, best practices, and troubleshooting.
Track competitor websites for changes in pricing, features, positioning, and content.
See Competitor Page Monitoring for snapshot capture, structured data extraction, and change classification.
See Change Detection & Discovery for diff detection, structured comparison, Tavily site discovery, and CI automation.
| 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 |
This skill is used by:
web-research-analyst - Primary usermarket-intelligence - Competitor researchproduct-strategist - Deep competitive analysisux-researcher - Design system capturedocumentation-specialist - API doc extractionbrowser-content-capture - Detailed browser patternsagent-browser - CLI referenceVersion: 1.3.0 (February 2026)
Search, retrieve, and install Agent Skills from the prompts.chat registry using MCP tools. Use when the user asks to find skills, browse skill catalogs, install a skill for Claude, or extend Claude's capabilities with reusable AI agent components.
Activates when the user asks about AI prompts, needs prompt templates, wants to search for prompts, or mentions prompts.chat. Use for discovering, retrieving, and improving prompts.
Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.