---
name: web-research-62e92e93e056
description: Expert web research router. Automatically selects the best search and page-fetch tool for any research task. Invoke whenever performing web search, fetching documentation, looking up library APIs, or retrieving any external web content. The user never needs to specify which tool to use — routing is handled invisibly.
license: MIT
compatibility: Requires MCP servers for optimal routing (Exa, Context7, Ref, Tavily, Perplexity). Falls back gracefully to built-in webSearch and webFetch when specialized tools are unavailable.
metadata:
  last_updated: "2026-10-25"
---

## Web Research Routing Rules

Apply these rules automatically — never ask the user which search or fetch tool to use.
Never explain the routing unless the user explicitly asks. If routing fails, surface the
failure clearly; never silently return inferior results.

### Search Tool Selection

Classify the query intent first, then route to the appropriate tool.

**Library / framework documentation (known library, version-specific API)**

1. Try Context7 first: `mcp__context7__query-docs`
2. If Context7 doesn't have the library, or prose/explanation is needed: `mcp__Ref__ref_search_documentation`

**Niche technical query (library internals, obscure bugs, RFCs, edge cases, implementation patterns)**

- Default: `mcp__exa__web_search_exa`
- For finding code examples in OSS specifically: `mcp__exa__get_code_context_exa`

**Synthesis query ("what is the current state of X", "compare A vs B", "explain how X works in 2025/2026")**

- If Perplexity Sonar is connected: use it
- Otherwise: `mcp__exa__web_search_exa` and synthesize the results yourself

**Exhaustive research task (deep investigation, literature review, comprehensive comparison)**

- Use `mcp__exa__deep_researcher_start`, then poll `mcp__exa__deep_researcher_check` until complete
- Only when the task explicitly requires comprehensive multi-source synthesis — it is slow (~45–90s) and expensive

**News / announcements / time-sensitive information**

- If Tavily is connected: use it
- Otherwise: `mcp__exa__web_search_exa` with a recency filter

**Company or product research**

- Use `mcp__exa__company_research_exa`

**General / broad web lookup**

- `mcp__exa__web_search_exa`, or Tavily if connected

**Last resort** (no specialized tool is available for the query type):

- Use built-in `webSearch`
- Always emit a visible note to the user: "(using fallback search — results may be less targeted than usual)"

### Page Fetch / Rendering Escalation

Apply in order. Stop at the first step that returns sufficient content.

1. **`webFetch`** — always try first. Zero overhead, instant.
   - **Skip to step 3** if the URL hostname is on the send-straight-here list (see `references/stealth-browser.md`).

2. **Detect unhydrated SPA** — if the response body meets any of these conditions, escalate:
   - Total body text content < ~200 characters
   - Body contains `<div id="root">`, `<div id="app">`, or `<div id="__next">` with no meaningful content inside
   - Body is dominated by `<script>` tags with little visible text

3. **stealth-browser gateway (bot-blocked sites)** is a self-hosted Camoufox (patched Firefox) gateway with logged-in eBay and Reddit profiles ([stealth-browser](https://github.com/joeblackwaslike/stealth-browser) covers setup). It needs `STEALTH_BROWSER_URL` and `STEALTH_BROWSER_TOKEN` in the environment; if either is unset, skip to step 4 without hunting for credentials. Use it when:
   - the URL hostname is on the send-straight-here list in `references/stealth-browser.md` (eBay, Reddit, Amazon), OR
   - `webFetch` returned HTTP 403 / 429, a CAPTCHA page, a login wall (or a redirect to a login page), or near-empty content from a page that is clearly server-rendered (not an SPA)

   Load `references/stealth-browser.md` for the fetch recipe, body fields, response table, and pacing.

4. **`superpowers-chrome`** — lower token cost than headless browser:
   `mcp__plugin_superpowers-chrome_chrome__use_browser`

5. **Playwright MCP** — full headless Chromium if superpowers-chrome was insufficient:
   `mcp__playwright__browser_navigate` + `mcp__playwright__browser_snapshot`

6. **Chrome DevTools MCP** — alternative to Playwright:
   `mcp__chrome-devtools__navigate_page` + `mcp__chrome-devtools__take_snapshot`

7. **Firecrawl** — only when structured JSON extraction or browser interaction (login, forms, pagination) is required. Never use Firecrawl for general search queries.

### Fallback Behavior

- If a preferred tool is unavailable (not connected): skip silently, use the next option in routing order
- If a tool returns an error: log the tool name and error, escalate to the next option
- Never retry the same tool + query combination more than twice
- Never fabricate citations — only cite URLs actually returned by a tool

## Reference Files

Load the relevant reference when deep tool-specific details are needed:

| Tool | Reference | When to load |
|------|-----------|--------------|
| Context7 (library docs) | `references/context7.md` | Resolving library IDs, version-specific queries, quota errors |
| Exa (search + deep research) | `references/exa-research.md` | Deep researcher workflow, date handling, citation format |
| Brave Search | `references/brave-web-search.md` | Brave MCP unavailable, REST API fallback needed |
| Tavily CLI | `references/tavily-cli.md` | `tvly` commands, crawl/extract/map/research workflows |
| stealth-browser gateway (bot-blocked sites) | `references/stealth-browser.md` | Domains to send straight there, credentials, profiles, error responses, pacing |


---
Source attribution: joeblackwaslike
Original project: https://github.com/joeblackwaslike/agent-skills/blob/5ee9024524879d0fa619846a5a1e092964561dcf/skills/web-research/SKILL.md
License: MIT
License information: https://opensource.org/license/mit
Original upstream instructions; downloaded from Dave AI.

## Upstream license notice

MIT License

Copyright (c) 2026 Joe Black

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.



# Dave AI resource metadata

Creator / publisher: joeblackwaslike
Original project: https://github.com/joeblackwaslike/agent-skills/blob/5ee9024524879d0fa619846a5a1e092964561dcf/skills/web-research/SKILL.md
Attribution basis: Source repository record

Fields of work: Data & Analytics, Education & Research, Marketing
Roles: Content Marketer, Data Analyst, Researcher
Specialties: API, Backend, Word Documents, Frontend, Playwright
Tools: Context7, Exa, Mcp, Perplexity, Ref, Tavily
Country applicability: Country not specified
Classification basis: Source catalog labels
Instruction SHA-256: 0a5ece402c4ca66858c4c66ada8504a5e74f6d5914525b0e8e5dbb97bc94195c