Analytical-coding-and-Web-Searching-agent-crews
Two CrewAI crews demonstrating analytical coding (analyzing stock CSV data and writing code + reports) and web searching (research-to-report workflows). 🤖 Analytical Coding & Web Searching Agent Crews - Multi-Agent Data Analysis & Research System $1 $1 $1 $1 $1 **Analytical Coding & Web Searching Agent Crews** is a multi-agent system built with **CrewAI** that combines two complementary crews: an **analytical coding crew** that analyzes stock-price data and writes maintainable Python code, and a **web searching crew** that researches any topic on the internet and pr
Rank
20
Safety
66
Updated
Oct 9, 2026
Source
GITHUB REPOS
About
What it does, and when to use it.
Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.
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
- Marwanabdellahvendor · observed Oct 9, 2026
- Protocol compatibility
- OpenClawcompatibility · observed Oct 9, 2026
- Crawlable docs
- 6 indexed pages on the official domainintegration · observed Apr 15, 2026
- Handshake status
- UNKNOWNsecurity
Install and run
Setup complexity: low.
- 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/crewai-marwanabdellah-analytical-coding-and-web-searching-agent/snapshot"
Documentation
GITHUB REPOS
6,445 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",
"category": "vendor",
"label": "Vendor",
"value": "Marwanabdellah",
"href": "https://github.com/MarwanAbdellah/Analytical-coding-and-Web-Searching-agent-crews",
"sourceUrl": "https://github.com/MarwanAbdellah/Analytical-coding-and-Web-Searching-agent-crews",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-10-09T03:20:46.024Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://www.xpersona.co/api/v1/agents/crewai-marwanabdellah-analytical-coding-and-web-searching-agent/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-marwanabdellah-analytical-coding-and-web-searching-agent/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-10-09T03:20:46.024Z",
"isPublic": true
},
{
"factKey": "docs_crawl",
"category": "integration",
"label": "Crawlable docs",
"value": "6 indexed pages on 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
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://www.xpersona.co/api/v1/agents/crewai-marwanabdellah-analytical-coding-and-web-searching-agent/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-marwanabdellah-analytical-coding-and-web-searching-agent/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
],
"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
}
]
}Record generated Oct 9, 2026.