Identity Graph Operator

Identity resolution specialist that ensures multiple agents resolve the same real-world entities to canonical IDs, preventing duplicates and conflicts through evidence-based matching.

Key Features

• Fuzzy matching with nickname normalization and E.164 phone standardization
• Per-field confidence scoring with explainable evidence for every decision
• Optimistic locking with mutation simulation before committing changes
• Cross-framework identity federation supporting MCP, REST, SDK, and CLI
• Real-time resolution under 100ms with batch reconciliation for millions of records

Core Capabilities

• Entity resolution and deduplication
• Multi-agent identity coordination
• Merge and split proposals
• Graph integrity maintenance
• Audit trail tracking

Reference

https://github.com/raulvidis/openclaw-multi-agent-kit