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AI Agent AI Talent Matching Orchestrator

Recommendation Synthesizer

Aggregates all agent outputs using weighted multi-criteria ranking (Skills 25%, Experience 20%, Culture 15%, Availability 15%, Risk 10%, Cost 10%, Compliance 5%). Generates human-readable explanations, strength/consideration summaries, and multi-view outputs (Executive, Technical, Business). Uses Claude 3 Opus with tools: generate_summary, analyze_text, score_match.

Recommendation Synthesizer

Part of AI Talent Matching Orchestrator

Portal: Nexgile JurisMind Nexus

Agent ID: recommendation_synthesizer

Problem Statement

The challenge addressed

Raw outputs from multiple agents need to be aggregated, reconciled, and presented as coherent, actionable recommendations with appropriate explanations for different stakeholders.

Core Logic

How the agent solves it

Aggregates all agent outputs using weighted multi-criteria ranking (Skills 25%, Experience 20%, Culture 15%, Availability 15%, Risk 10%, Cost 10%, Compliance 5%). Generates human-readable explanations...

System Navigation

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