Claude Code skill that transforms vague prompts into structured, expert-level prompts using 7 research-backed frameworks (CO-STAR, RISEN, RISE, TIDD-EC, RTF, CoT, CoD)

✍️ Write effective AI prompts with this structured prompt engineering library and Claude Code skill, featuring 300+ curated examples for high-quality results.

A VS Code extension that enhances AI prompts using the CLEAR framework — Concise, Logical, Explicit, Adaptive, Reflective — for better accuracy and structure.

LoopRelay: local continuity and evidence for long-running Codex and Claude Code loops.

Improve and optimize your prompts in Claude Code. /sharpen is a prompt compiler — it rewrites a rough prompt into a denser, higher-yield one; /gosharp runs any task under that same discipline (restate intent, plan, apply task-type amplifiers, self-critique). Lightweight, explicitly invoked, model-first.

A system that evaluates a user's prompts as they write them and rewrites weak prompts to improve the quality of responses from the underlying model.