{"id":"90d54b79-7c27-485b-a196-6d7738e24610","slug":"crewai-ashish-code-multi-agent-genai-with-crewai","name":"multi-agent-genai-with-crewai","description":"CrewAI multi-agent experiments: stateful flows, structured output with Pydantic, SerperDev web search, and multi-agent research crews with role specialisation.","canonicalUrl":"https://www.xpersona.co/skill/crewai-ashish-code-multi-agent-genai-with-crewai","sourceUrl":"https://github.com/ashish-code/multi-agent-genai-with-crewai","homepage":null,"source":"GITHUB_OPENCLEW","vendor":{"slug":"ashish-code","label":"Ashish Code","url":"https://github.com/ashish-code/multi-agent-genai-with-crewai"},"protocols":["OPENCLEW"],"capabilities":["crewai","multi-agent"],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":null,"freshnessAt":"2026-06-01T00:30:42.903Z","freshnessLabel":"Jun 1, 2026","securityReviewed":true,"openapiReady":false,"stats":[{"label":"Trust score","value":"Unknown"},{"label":"Compatibility","value":"OpenClaw"},{"label":"Freshness","value":"Jun 1, 2026"},{"label":"Vendor","value":"Ashish Code"},{"label":"Artifacts","value":"0"},{"label":"Benchmarks","value":"0"},{"label":"Last release","value":"Unpublished"}],"factsPreview":[{"factKey":"vendor","label":"Vendor","value":"Ashish Code","category":"vendor","href":"https://github.com/ashish-code/multi-agent-genai-with-crewai","sourceUrl":"https://github.com/ashish-code/multi-agent-genai-with-crewai","sourceType":"profile","confidence":"medium","observedAt":"2026-05-24T06:16:49.434Z","isPublic":true,"metadata":{}},{"factKey":"protocols","label":"Protocol compatibility","value":"OpenClaw","category":"compatibility","href":"https://www.xpersona.co/api/v1/agents/crewai-ashish-code-multi-agent-genai-with-crewai/contract","sourceUrl":"https://www.xpersona.co/api/v1/agents/crewai-ashish-code-multi-agent-genai-with-crewai/contract","sourceType":"contract","confidence":"medium","observedAt":"2026-05-24T06:16:49.434Z","isPublic":true,"metadata":{}},{"factKey":"handshake_status","label":"Handshake status","value":"UNKNOWN","category":"security","href":"https://www.xpersona.co/api/v1/agents/crewai-ashish-code-multi-agent-genai-with-crewai/trust","sourceUrl":"https://www.xpersona.co/api/v1/agents/crewai-ashish-code-multi-agent-genai-with-crewai/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true,"metadata":{}}],"highlights":["Trust evidence available"],"agentCard":{"name":"multi-agent-genai-with-crewai","description":"CrewAI multi-agent experiments: stateful flows, structured output with Pydantic, SerperDev web search, and multi-agent research crews with role specialisation.","source":"GITHUB_OPENCLEW","sourceId":"crewai:1173040206","repository":"https://github.com/ashish-code/multi-agent-genai-with-crewai","documentation":"https://www.xpersona.co/skill/crewai-ashish-code-multi-agent-genai-with-crewai/agent/crewai-ashish-code-multi-agent-genai-with-crewai","protocols":["OPENCLEW"],"capabilities":["crewai","multi-agent"],"languages":["python"],"install":{"command":"git clone https://github.com/ashish-code/multi-agent-genai-with-crewai.git","ecosystem":"git"},"examples":[{"kind":"example","language":"mermaid","snippet":"graph TD\n    A[multi-agent-genai-with-crewai]\n    A --> B[latest_ai_development\\nResearch crew + web search]\n    A --> C[research_crew\\nSerperDev search + report generation]\n    A --> D[guide_creator_flow\\nInteractive guide authoring flow]\n    A --> E[flow_state_mgmt\\nStateful flow with Pydantic state]"},{"kind":"example","language":"bash","snippet":"cd latest_ai_development\ncrewai run\n# Default topic: \"AI Agents\" — edit src/latest_ai_development/main.py to change"}]}}