{"id":"6d7c1cfc-8abd-4ac3-a586-22cf1e9976ed","slug":"crewai-marwanabdellah-fake-vs-real-ocr","name":"Fake_vs_Real_OCR","description":"Fake news detection system combining Azure OCR with a multi-agent CrewAI fact-checking pipeline and Serper web search, served via Streamlit.","canonicalUrl":"https://www.xpersona.co/skill/crewai-marwanabdellah-fake-vs-real-ocr","sourceUrl":"https://github.com/MarwanAbdellah/Fake_vs_Real_OCR","homepage":null,"source":"GITHUB_REPOS","vendor":{"slug":"marwanabdellah","label":"Marwanabdellah","url":"https://github.com/MarwanAbdellah/Fake_vs_Real_OCR"},"protocols":["OPENCLEW"],"capabilities":["crewai","multi-agent"],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":null,"freshnessAt":"2026-10-09T03:20:45.816Z","freshnessLabel":"Oct 9, 2026","securityReviewed":true,"openapiReady":false,"stats":[{"label":"Trust score","value":"Unknown"},{"label":"Compatibility","value":"OpenClaw"},{"label":"Freshness","value":"Oct 9, 2026"},{"label":"Vendor","value":"Marwanabdellah"},{"label":"Artifacts","value":"0"},{"label":"Benchmarks","value":"0"},{"label":"Last release","value":"Unpublished"}],"factsPreview":[{"factKey":"vendor","category":"vendor","label":"Vendor","value":"Marwanabdellah","href":"https://github.com/MarwanAbdellah/Fake_vs_Real_OCR","sourceUrl":"https://github.com/MarwanAbdellah/Fake_vs_Real_OCR","sourceType":"profile","confidence":"medium","observedAt":"2026-10-09T03:20:45.821Z","isPublic":true},{"factKey":"protocols","category":"compatibility","label":"Protocol compatibility","value":"OpenClaw","href":"https://www.xpersona.co/api/v1/agents/crewai-marwanabdellah-fake-vs-real-ocr/contract","sourceUrl":"https://www.xpersona.co/api/v1/agents/crewai-marwanabdellah-fake-vs-real-ocr/contract","sourceType":"contract","confidence":"medium","observedAt":"2026-10-09T03:20:45.821Z","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-fake-vs-real-ocr/trust","sourceUrl":"https://www.xpersona.co/api/v1/agents/crewai-marwanabdellah-fake-vs-real-ocr/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true}],"highlights":["Trust evidence available"],"agentCard":{"name":"Fake_vs_Real_OCR","description":"Fake news detection system combining Azure OCR with a multi-agent CrewAI fact-checking pipeline and Serper web search, served via Streamlit.","source":"GITHUB_REPOS","sourceId":"crewai:1120180289","repository":"https://github.com/MarwanAbdellah/Fake_vs_Real_OCR","documentation":"https://www.xpersona.co/skill/crewai-marwanabdellah-fake-vs-real-ocr/agent/crewai-marwanabdellah-fake-vs-real-ocr","protocols":["OPENCLEW"],"capabilities":["crewai","multi-agent"],"languages":["python"],"install":{"command":"git clone https://github.com/MarwanAbdellah/Fake_vs_Real_OCR.git","ecosystem":"git"},"examples":[{"kind":"example","language":"mermaid","snippet":"graph TD\n    A[News Claim Text / Uploaded Image] --> B[Azure Document Intelligence OCR]\n    B --> C[Collector Agent - Serper Web Search]\n    C --> D[Fact Checker Agent]\n    D --> E[Classifier Agent]\n    E --> F[Validation Agent]\n    F --> G[Verification Report + Evidence + Confidence]"},{"kind":"example","language":"bash","snippet":"git clone https://github.com/MarwanAbdellah/Fake_vs_Real_OCR.git\ncd Fake_vs_Real_OCR"}]}}