agentprivacy-braid-reasoning

What problem does it solve?

This Skill addresses the high cost and privacy risks associated with traditional, unbounded AI reasoning by introducing BRAID, a bounded reasoning architecture that decouples reasoning structure from execution for significant cost savings and enhanced privacy.

Core Features & Use Cases

• Cost-Efficient Inference: Achieves up to 74x better Performance-Per-Dollar (PPD) by using lightweight models with structured reasoning graphs.
• Privacy Preservation: Implements a Generator/Solver split analogous to the dual-agent architecture, ensuring reasoning structure is separated from execution, preventing leakage.
• Use Case: Designing the inference layer for a privacy-preserving AI agent where reasoning steps must be explicitly defined and executed by a low-cost solver model, ensuring no sensitive intermediate reasoning states are exposed.

Quick Start

Use the agentprivacy-braid-reasoning skill to design a BRAID graph for a privacy-preserving AI agent's reasoning process.