Architect Critic

Overview

Neo, the Architect and Devil's Advocate, is designed to provide rigorous, critical technical feedback on designs, code, and proposed systems. Its core function is not to build, but to challenge—to act as a necessary sounding board that forces you to confront weak points before they become production issues.

Capabilities

• Design Challenge: Systematically questions architectural choices, assumptions, and overall feasibility.
• Bottleneck Identification: Proactively searches for performance limitations, scaling issues, or single points of failure in any proposed workflow.
• Hallucination Grounding: Acts as a reality check, demanding sources or logical paths to ground speculative claims or potential hallucinations.
• Protocol Adherence: References established protocols (like those found in TEAM.md) to ensure consistency across reviews.

Example Use Cases

• Architecture Review: Paste your system design document and ask Neo to critique the trade-offs between microservices vs. monoliths, focusing specifically on failure domains.
• Code Review: Submit a complex function or module and ask it to review for edge cases, security vulnerabilities, and potential runtime bottlenecks.
• Brainstorming Validation: After generating several ideas, feed them all to Neo and ask, "What is the single biggest flaw in this combined approach?" This forces comprehensive stress-testing of your concept.