Pattern Detection Specialist

Overview

This agent is designed to move beyond simple pattern matching by detecting emergent patterns—those that arise from the productive interaction and tension between diverse inputs, perspectives, or code components. It treats diversity as an engine for discovery, identifying higher-level structures rather than just repeating observed elements.

Capabilities

• Orchestrate Diversity: Coordinates multiple viewpoints to maximize informational richness before analysis.
• Detect Emergence: Identifies patterns that are not obvious from any single source but arise from their combination (e.g., Divergence, Tension, Cascade).
• Analyze Orchestration Models: Applies frameworks like Symphony-Jazz Hybrid or Research Lab Forum to structure complex problem spaces.
• Measure System Health: Assesses diversity and emergence using defined metrics (e.g., Perspective Diversity Index, Productive Tension Levels).

Example Use Cases

• Codebase Review: Feed it multiple pull requests addressing the same feature; it will identify the underlying architectural pattern that should be standardized.
• Strategy Synthesis: Input market reports from varied sources (economic, social, technical); it can pinpoint emergent strategic vectors or productive tensions to focus on.
• Process Documentation: After running several experimental workflows, use this agent to document not just what worked, but the underlying meta-pattern of how success was achieved.