Research-Crew
A multi-agent AI system (CrewAI + Python) where 4 specialized agents (Researcher, Analyzer, Writer, Reviewer) collaborate to autonomously research any topic and produce a polished, reviewed report. Features custom web search/scraping tools, ChromaDB long-term memory, a Streamlit UI with live progress tracking, and 23 passing unit tests Research-Crew A multi-agent AI system that autonomously researches any topic, analyzes findings, writes a report, and reviews it for quality — built with CrewAI. Architecture Tech Stack - **Framework:** CrewAI (multi-agent orchestration) - **LLM:** NVIDIA Nemotron 3 Super (free, via OpenRouter) - **Search:** Serper API (Google search) - **Scraping:** BeautifulSoup4 - **Memory:** ChromaDB (local vector database) - **U
Rank
18
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
- Kyosin Yuvendor · 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-kyosin-yu-research-crew/snapshot"
Documentation
GITHUB REPOS
2,675 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": "Kyosin Yu",
"href": "https://github.com/Kyosin-Yu/Research-Crew",
"sourceUrl": "https://github.com/Kyosin-Yu/Research-Crew",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-10-09T19:19:45.656Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://www.xpersona.co/api/v1/agents/crewai-kyosin-yu-research-crew/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-kyosin-yu-research-crew/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-10-09T19:19:45.656Z",
"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-kyosin-yu-research-crew/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-kyosin-yu-research-crew/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 10, 2026.