anti-hivemind-prompt-rewriter

What problem does it solve?

The Anti-Hivemind Prompt Rewriter helps users escape dominant-mode LLM outputs by rewriting prompts to encourage diversity while preserving intent.

Core Features & Use Cases

• Parse prompts to identify the risk of mode-collapse and preserve user constraints.
• Generate 4+ distinct prompt variants organized into clusters, each based on a different underlying assumption and mechanism.
• Ground rewrites with explicit assumptions, tradeoffs, and evaluation rubrics to facilitate objective comparison.
• Supports a diverge-converge workflow that helps pick the best prompt variant for a given context.

Quick Start

Rewrite a given prompt to avoid generic LLM patterns and produce multiple distinct, constraint-aware variants ready for evaluation.