Web Search Pro 2.1 Core Profile

This ClawHub package publishes the core retrieval profile of web-search-pro.
It is a code-backed Node runtime package, not an instruction-only bundle.

Use This Skill When

• - the caller needs live web search or news search
• the caller needs docs lookup or code lookup
• the caller may continue from search into extract, crawl, map, or research
• the agent needs explainable routing and visible federated-search gains
• the first run needs a real no-key baseline

Quick Start

The shortest successful path is:

• - Option A: No-key baseline
• Option B: Add one premium provider
• Then try docs, news, and research

Option A: No-key baseline

No API key is required for the first successful run.

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Option B: Add one premium provider

If you only add one premium provider, start with TAVILY_API_KEY.

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First successful searches

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Then try docs, news, and research

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Install Model

ClawHub installs this bundle directly as a code-backed Node skill pack.

• - hard runtime requirement: INLINECODE2
• no remote installer, curl-to-shell bootstrap, or Python helper transport in the baseline path
• optional runtime config file: INLINECODE3
• local state directory: INLINECODE4

Why Federated Search Matters

Federation is not just "more providers". It exposes compact gain metrics:

• - INLINECODE5
• INLINECODE6
• INLINECODE7
• INLINECODE8
• INLINECODE9

Runtime Contract

• - INLINECODE10

The planner's primary route.

• - INLINECODE11

Compact route explanation with confidence and federation summary.

• - INLINECODE12

Full route diagnostics exposed by --explain-routing or --plan.

• - INLINECODE15

The providers that actually returned results when fanout is active.

• - INLINECODE16

Compact federation gain summary for added providers, recovered results, corroboration, and duplicate savings.

• - cached / INLINECODE18

Cache hit plus TTL telemetry for agents.

• - topicType, topicSignals, INLINECODE21

Structured planning summaries for the model-facing research pack.

Commands By Task

Included commands:

• - INLINECODE22
• INLINECODE23
• INLINECODE24
• INLINECODE25
• INLINECODE26
• INLINECODE27
• INLINECODE28
• INLINECODE29
• INLINECODE30
• INLINECODE31
• INLINECODE32

Runtime notes:

• - Node is the only hard runtime requirement.
• No API key is required for the baseline.
• Optional provider credentials or endpoints widen coverage.
• Baseline outbound requests use curl when available and fall back to built-in fetch.

Baseline:

• - No API key is required for the baseline.
• INLINECODE35 is best-effort no-key search.
• INLINECODE36 is the no-key extract / crawl / map fallback.

Optional provider credentials or endpoints unlock stronger coverage:

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Review and diagnostics:

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Search keywords:

INLINECODE37, news search, latest updates, current events, docs search,
API docs, code search, company research, competitor analysis, site crawl,
site map, multilingual search, Baidu search, answer-first search,
cited answers, explainable routing, INLINECODE53