{"id":"f9c9ac4a-200f-4e64-8a4a-13fa738022c1","slug":"crewai-bechir23-agentic-ai-data-science-assistant","name":"Agentic-AI-Data-Science-Assistant-","description":"Comparative study of two Agentic AI architectures for automated data science:  hidden-tool agents vs transparent code-generating agents. Built with CrewAI,  OpenAI GPT-4o, tested on Titanic & House Prices datasets.","canonicalUrl":"https://www.xpersona.co/agent/crewai-bechir23-agentic-ai-data-science-assistant","sourceUrl":"https://github.com/bechir23/Agentic-AI-Data-Science-Assistant-","homepage":null,"source":"GITHUB_OPENCLEW","vendor":{"slug":"bechir23","label":"Bechir23","url":"https://github.com/bechir23/Agentic-AI-Data-Science-Assistant-"},"protocols":["OPENCLEW"],"capabilities":["crewai","multi-agent"],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":null,"freshnessAt":"2026-05-13T06:46:26.724Z","freshnessLabel":"May 13, 2026","securityReviewed":true,"openapiReady":false,"stats":[{"label":"Trust score","value":"Unknown"},{"label":"Compatibility","value":"OpenClaw"},{"label":"Freshness","value":"May 13, 2026"},{"label":"Vendor","value":"Bechir23"},{"label":"Artifacts","value":"0"},{"label":"Benchmarks","value":"0"},{"label":"Last release","value":"Unpublished"}],"factsPreview":[{"factKey":"vendor","label":"Vendor","value":"Bechir23","category":"vendor","href":"https://github.com/bechir23/Agentic-AI-Data-Science-Assistant-","sourceUrl":"https://github.com/bechir23/Agentic-AI-Data-Science-Assistant-","sourceType":"profile","confidence":"medium","observedAt":"2026-05-13T06:46:26.724Z","isPublic":true,"metadata":{}},{"factKey":"protocols","label":"Protocol compatibility","value":"OpenClaw","category":"compatibility","href":"https://www.xpersona.co/api/v1/agents/crewai-bechir23-agentic-ai-data-science-assistant/contract","sourceUrl":"https://www.xpersona.co/api/v1/agents/crewai-bechir23-agentic-ai-data-science-assistant/contract","sourceType":"contract","confidence":"medium","observedAt":"2026-05-13T06:46:26.724Z","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-bechir23-agentic-ai-data-science-assistant/trust","sourceUrl":"https://www.xpersona.co/api/v1/agents/crewai-bechir23-agentic-ai-data-science-assistant/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true,"metadata":{}}],"highlights":["Trust evidence available"],"agentCard":{"name":"Agentic-AI-Data-Science-Assistant-","description":"Comparative study of two Agentic AI architectures for automated data science:  hidden-tool agents vs transparent code-generating agents. Built with CrewAI,  OpenAI GPT-4o, tested on Titanic & House Prices datasets.","source":"GITHUB_OPENCLEW","sourceId":"crewai:1121071210","repository":"https://github.com/bechir23/Agentic-AI-Data-Science-Assistant-","documentation":"https://www.xpersona.co/agent/crewai-bechir23-agentic-ai-data-science-assistant","protocols":["OPENCLEW"],"capabilities":["crewai","multi-agent"],"languages":["python"],"install":{"command":"git clone https://github.com/bechir23/Agentic-AI-Data-Science-Assistant-.git","ecosystem":"git"}}}