Hybrid Schema-Guided Reasoning (SGR) has agentic system design created by neuraldeep community
Winning entry for the BitGN Personal Agent Challenge (PAC) 2026 — defense-in-depth personal agent with soft SGR, layered prompt-injection hardening, and Vercel AI SDK native tool calling.
Autonomous agent for BitGN PAC1 Challenge. Schema-Guided Reasoning pipeline on Qwen3.5-27B. 67.3% (70/104) on PAC1-PROD. Includes full competition run logs.
This project demonstrates Schema-Guided Reasoning (SGR) to drive a simple business agent that can plan, decide, and call tools (issue invoices, send emails, create rules, etc.) against an in-memory CRM.
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