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Agno Agent Architecture
STEP 01
Skill Validation
skill.validation.requested → MCP pgvector query → semantic similarity
STEP 02
Plan Generation
Planner agent uses Gemini 2.0 Flash + Competency/Question/Calibrator sub-agents
STEP 03
HITL Gate
yield ActiveRequirement pauses agent for recruiter approval before proceeding