vs-arena

What problem does it solve?

This Skill addresses the limitation of single-agent methodology recommendations by introducing a multi-agent debate system that leverages diverse epistemological personas to ensure genuinely divergent research approaches.

Core Features & Use Cases

• Persona-Based Agents: Utilizes 5 distinct epistemological personas (Post-Positivist, Critical Theorist, Pragmatist, Interpretivist, Transformative) to generate methodology recommendations.
• Constrained Search: Employs cannotRecommend constraints to force agents into exploring different research paradigms and methodologies.
• Cross-Validation: Calibrates T-Scores for recommendations by cross-validating with publication frequency data or persona self-assessments.
• Optional Cross-Critique: Allows agents to critique each other's recommendations for a more robust evaluation.
• Use Case: When faced with a complex research question, VS Arena can provide a set of methodologically diverse options, each grounded in a different philosophical stance, helping researchers explore a wider range of possibilities beyond a single agent's perspective.

Quick Start

Use the vs-arena skill to get methodology recommendations for a research question about the impact of remote work on employee productivity.