operational-substrate

What problem does it solve?

Surface and organize reasoning across tasks by applying the Seven Lenses (Game Theory, Feynman, Fravia, Bayesian, Economics, Experimental, Logical) to reduce bias, surface hidden dependencies, and guide coherent action.

Core Features & Use Cases

• Seven Lenses: Activate G, F, R, B, E, X, L to surface diverse viewpoints.
• Core Loop: OBSERVE → ORIENT → SEEK → RETRIEVE → DECOMPOSE → ANALYZE → VERIFY → OUTPUT to iteratively refine understanding.
• Adversarial Awareness & Verification: Maintain guardrails and cross-source validation to ensure robust conclusions.

Quick Start

Activate the Seven-Lenses substrate on your task by applying each lens in sequence and looping through OBSERVE, ORIENT, SEEK, RETRIEVE, DECOMPOSE, ANALYZE, VERIFY, and OUTPUT.