{"id":"15ef471b-98ae-48d8-9ff7-33ab4e962e38","slug":"crewai-marwanabdellah-analytical-coding-and-web-searching-agent","name":"Analytical-coding-and-Web-Searching-agent-crews","description":"Two CrewAI crews demonstrating analytical coding (analyzing stock CSV data and writing code + reports) and web searching (research-to-report workflows).","canonicalUrl":"https://www.xpersona.co/agent/crewai-marwanabdellah-analytical-coding-and-web-searching-agent","sourceUrl":"https://github.com/MarwanAbdellah/Analytical-coding-and-Web-Searching-agent-crews","homepage":null,"source":"GITHUB_REPOS","vendor":{"slug":"marwanabdellah","label":"Marwanabdellah","url":"https://github.com/MarwanAbdellah/Analytical-coding-and-Web-Searching-agent-crews"},"protocols":["OPENCLEW"],"capabilities":["crewai","multi-agent"],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":null,"freshnessAt":"2026-10-09T03:20:46.019Z","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release","value":"Unpublished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/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}],"highlights":["Trust evidence available"],"agentCard":{"name":"Analytical-coding-and-Web-Searching-agent-crews","description":"Two CrewAI crews demonstrating analytical coding (analyzing stock CSV data and writing code + reports) and web searching (research-to-report workflows).","source":"GITHUB_REPOS","sourceId":"crewai:1048745236","repository":"https://github.com/MarwanAbdellah/Analytical-coding-and-Web-Searching-agent-crews","documentation":"https://www.xpersona.co/agent/crewai-marwanabdellah-analytical-coding-and-web-searching-agent","protocols":["OPENCLEW"],"capabilities":["crewai","multi-agent"],"languages":["python"],"install":{"command":"git clone https://github.com/MarwanAbdellah/Analytical-coding-and-Web-Searching-agent-crews.git","ecosystem":"git"},"examples":[{"kind":"example","language":"mermaid","snippet":"graph TD\n    subgraph Analytical Coding Crew\n        A1[Analytical Agent] --> B1[DirectoryReadTool + FileReadTool]\n        B1 --> C1[Coding Agent]\n        C1 --> D1[final_report.md]\n    end\n    subgraph Web Searching Crew\n        A2[Researcher] --> B2[SerperDevTool]\n        B2 --> C2[Reporting Analyst]\n        C2 --> D2[Summarizer]\n        D2 --> E2[Validation Agent]\n        E2 --> F2[report.md]\n    end"},{"kind":"example","language":"bash","snippet":"git clone https://github.com/MarwanAbdellah/Analytical-coding-and-Web-Searching-agent-crews.git\ncd Analytical-coding-and-Web-Searching-agent-crews"}]}}