Stop writing bad prompts. TRI·TFM Studio uses a sophisticated Proposer-Critic-Arbiter (PCA) loop to automatically evaluate, enrich, and mathematically optimize your raw prompts across 5 dimensions (Emotion, Facts, Meaning, Nuance, Brevity).
An open-source, mathematically proven evaluation pipeline for LLMs and RAG systems. We eliminate "metric hallucination" by locking T=0.0 and applying a dynamic weight matrix (Bal = 0.75F - 0.25B) to score Facts, Bias, and Narrative deterministically.
