Rewrite AI-generated text to sound human. 3-pass editing system with 36+ banned words, 10 structural patterns, and a quality checklist. Works with any LLM — Claude, ChatGPT, Gemini, Cursor, Windsurf. Also available as a Claude Code plugin.

Self-Improving Prompt Optimizer built in Elixir

Codebase Health Audit Prompt

Calibrate LLM responses for high-agency power users, prioritizing rigorous analysis and executive control. Overrides the default, RLHF-driven tendency toward immediate, ungrounded solutions that serve lower-agency 'LLM as magic tool' workflows.

A Claude skill that teaches while answering, verifies facts live, explains jargon in plain language, and removes AI fluff — for everyone, on every topic.

Active Prompt Engineering (APE): a control-layer framework for reducing LLM hallucinations using structured prompting (C+R+V), achieving ~76% reduction without fine-tuning or RAG.

Audit code health with AI using evidence-based checks, risk metrics, and prioritized findings for clear refactor decisions