whetstone

What problem does it solve?

This Skill helps you stop iterating on one-off prompts and instead turn a workflow into a durable, self-improving skill artifact that gets better with each run.

Core Features & Use Cases

• Turn-of-the-crank improvement loop: Load a target skill, run it on a real input, self-grade against its own rules, then rewrite.
• A/B ambiguity surfacing: When the target skill leaves decisions unspecified, the Skill blocks on constrained A/B choices so the next version matches the user’s preference.
• Skill distillation and versioning: If the target skill file doesn’t exist, the Skill distills prior context into a structured skill.md draft and then improves it.

Quick Start

Run the whetstone loop on the path to your target skill file and provide a real test input, then answer the A/B questions it asks before it folds changes.