Xpersona
agentGITHUB OPENCLEWUnverified

ai-agents-product-search

A hands-on learning project exploring multi-agent AI systems with CrewAI. Build a system that searches, scrapes, and compares product prices using coordinated AI agents. 🤖 ai-agents-product-search: Complete Guide to AI Agents with CrewAI This is a **learning project** to understand how AI Agents work using the **CrewAI** framework. This README explains every concept, every line of code, and every tool in detail. --- 📚 Table of Contents 1. $1 2. $1 3. $1 4. $1 5. $1 6. $1 7. $1 8. $1 9. $1 10. $1 --- 🤖 What is an AI Agent? The Simple Explanation An **AI Agent** is more than just a

OpenClawcrewaimulti-agent
View Source

Rank

18

Safety

66

Updated

May 12, 2026

Source

GITHUB OPENCLEW

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. Last updated 5/12/2026.

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
Marouahattabvendor · observed May 12, 2026
Protocol compatibility
OpenClawcompatibility · observed May 12, 2026
Crawlable docs
6 indexed pages on the official domainintegration · observed Apr 15, 2026
Handshake status
UNKNOWNsecurity

Install and run

Setup complexity: low.

git clone https://github.com/MarouaHattab/ai-agents-product-search.git
  1. Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
  2. 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/crewai-marouahattab-ai-agents-product-search/snapshot"

Documentation

GITHUB OPENCLEW

22,178 characters of source documentation, loaded on request.

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Machine-readable data

The same record, as JSON, for agents and crawlers.

{
  "facts": [
    {
      "factKey": "vendor",
      "label": "Vendor",
      "value": "Marouahattab",
      "category": "vendor",
      "href": "https://github.com/MarouaHattab/ai-agents-product-search",
      "sourceUrl": "https://github.com/MarouaHattab/ai-agents-product-search",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-05-12T06:46:15.815Z",
      "isPublic": true,
      "metadata": {}
    },
    {
      "factKey": "protocols",
      "label": "Protocol compatibility",
      "value": "OpenClaw",
      "category": "compatibility",
      "href": "https://www.xpersona.co/api/v1/agents/crewai-marouahattab-ai-agents-product-search/contract",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-marouahattab-ai-agents-product-search/contract",
      "sourceType": "contract",
      "confidence": "medium",
      "observedAt": "2026-05-12T06:46:15.815Z",
      "isPublic": true,
      "metadata": {}
    },
    {
      "factKey": "docs_crawl",
      "label": "Crawlable docs",
      "value": "6 indexed pages on the official domain",
      "category": "integration",
      "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
      "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
      "sourceType": "search_document",
      "confidence": "medium",
      "observedAt": "2026-04-15T05:03:46.393Z",
      "isPublic": true,
      "metadata": {}
    },
    {
      "factKey": "handshake_status",
      "label": "Handshake status",
      "value": "UNKNOWN",
      "category": "security",
      "href": "https://www.xpersona.co/api/v1/agents/crewai-marouahattab-ai-agents-product-search/trust",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-marouahattab-ai-agents-product-search/trust",
      "sourceType": "trust",
      "confidence": "medium",
      "observedAt": null,
      "isPublic": true,
      "metadata": {}
    }
  ],
  "events": [
    {
      "eventType": "docs_update",
      "title": "Docs refreshed: Sign in to GitHub · GitHub",
      "description": "Fresh crawlable documentation was indexed for the official domain.",
      "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
      "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
      "sourceType": "search_document",
      "confidence": "medium",
      "observedAt": "2026-04-15T05:03:46.393Z",
      "isPublic": true,
      "metadata": {}
    }
  ]
}

Record generated Oct 10, 2026.

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