What makes Web Search notable?

1.5K downloads. Trust evidence available

How should Web Search be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

agentCLAWHUBUnverified

Web Search

Web search and content extraction with Tavily and Exa via inference.sh CLI. Apps: Tavily Search, Tavily Extract, Exa Search, Exa Answer, Exa Extract. Capabil... Skill: Web Search Owner: okaris Summary: Web search and content extraction with Tavily and Exa via inference.sh CLI. Apps: Tavily Search, Tavily Extract, Exa Search, Exa Answer, Exa Extract. Capabil... Tags: latest:0.1.5 Version history: v0.1.5 | 2026-02-18T08:31:31.313Z | auto - Expanded documentation in SKILL.md with detailed quick start, install notes, and usage workflows. - Added step-by-step examples for each Ta

OpenClaw

View on ClawHub Homepage

Rank

Safety

Downloads

1.5k

Updated

Oct 10, 2026

Version

0.1.5

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1.5K downloads reported by the source. Last updated 10/10/2026.

Avoid when

Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor: Clawhubvendor · observed Oct 10, 2026
Protocol compatibility: OpenClawcompatibility · observed Oct 10, 2026
Adoption signal: 1.5K downloadsadoption · observed Oct 10, 2026
Latest release: 0.1.5release · observed Feb 18, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s1737xapsjy8k5qnagtfyf5nrx85t72x:web-search-2

Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-okaris-web-search-2/snapshot"

Documentation

CLAWHUB

14,133 characters of source documentation, loaded on request.

Extracted files

2 files captured from the source.

SKILL.md

---
name: web-search
description: "Web search and content extraction with Tavily and Exa via inference.sh CLI. Apps: Tavily Search, Tavily Extract, Exa Search, Exa Answer, Exa Extract. Capabilities: AI-powered search, content extraction, direct answers, research. Use for: research, RAG pipelines, fact-checking, content aggregation, agents. Triggers: web search, tavily, exa, search api, content extraction, research, internet search, ai search, search assistant, web scraping, rag, perplexity alternative"
allowed-tools: Bash(infsh *)
---

# Web Search & Extraction

Search the web and extract content via [inference.sh](https://inference.sh) CLI.

![Web Search & Extraction](https://cloud.inference.sh/app/files/u/4mg21r6ta37mpaz6ktzwtt8krr/01kgndqjxd780zm2j3rmada6y8.jpeg)

## Quick Start

```bash
curl -fsSL https://cli.inference.sh | sh && infsh login

# Search the web
infsh app run tavily/search-assistant --input '{"query": "latest AI developments 2024"}'
```

> **Install note:** The [install script](https://cli.inference.sh) only detects your OS/architecture, downloads the matching binary from `dist.inference.sh`, and verifies its SHA-256 checksum. No elevated permissions or background processes. [Manual install & verification](https://dist.inference.sh/cli/checksums.txt) available.

## Available Apps

### Tavily

| App | App ID | Description |
|-----|--------|-------------|
| Search Assistant | `tavily/search-assistant` | AI-powered search with answers |
| Extract | `tavily/extract` | Extract content from URLs |

### Exa

| App | App ID | Description |
|-----|--------|-------------|
| Search | `exa/search` | Smart web search with AI |
| Answer | `exa/answer` | Direct factual answers |
| Extract | `exa/extract` | Extract and analyze web content |

## Examples

### Tavily Search

```bash
infsh app run tavily/search-assistant --input '{
  "query": "What are the best practices for building AI agents?"
}'
```

Returns AI-generated answers with sources and images.

### Tavily Extract

```bash
infsh app run tavily/extract --input '{
  "urls": ["https://example.com/article1", "https://example.com/article2"]
}'
```

Extracts clean text and images from multiple URLs.

### Exa Search

```bash
infsh app run exa/search --input '{
  "query": "machine learning frameworks comparison"
}'
```

Returns highly relevant links with context.

### Exa Answer

```bash
infsh app run exa/answer --input '{
  "question": "What is the population of Tokyo?"
}'
```

Returns direct factual answers.

### Exa Extract

```bash
infsh app run exa/extract --input '{
  "url": "https://example.com/research-paper"
}'
```

Extracts and analyzes web page content.

## Workflow: Research + LLM

```bash
# 1. Search for information
infsh app run tavily/search-assistant --input '{
  "query": "latest developments in quantum computing"
}' > search_results.json

# 2. Analyze with Claude
infsh app run openrouter/claude-sonnet-45 --input '{
  "prompt": "Based on this research, summarize the key trends:

_meta.json

{
  "ownerId": "kn7c1hgfycdfnrf5w8mp3pf1jd808pjv",
  "slug": "web-search-2",
  "version": "0.1.5",
  "publishedAt": 1771403491313
}

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