refine

Edit skill artifacts and evaluate them against the 15 Laws of Claude Code Tooling.

Updated Aug 27, 2026

Search Tags:#code quality #skill development #developer tools #distillation #iterative editing #artifact refinement

Ready to run

npx skills add https://github.com/lostsolution/makelele --skill refine-lostsolution

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: refine
Source: https://github.com/lostsolution/makelele/tree/main/skill-graph/skills/refine
Command: npx skills add https://github.com/lostsolution/makelele --skill refine-lostsolution

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill streamlines the process of editing and improving skill artifacts by providing an iterative editing loop and an optional distillation pass to ensure adherence to best practices.

Core Features & Use Cases

Iterative Editing: Allows for continuous refinement of skill artifacts based on user feedback.
Distillation Pass: Automatically checks artifacts against established "Laws of Claude Code Tooling" for quality and adherence to standards.
Use Case: A developer is working on a new skill and wants to ensure it meets all quality standards before deployment. They use the refine skill to edit the SKILL.md and then run the distillation pass to catch any potential issues.

Quick Start

Use the refine skill to open and edit the skill-graph artifact for the 'auth-guard' skill.

Frequently Asked Questions about refine

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I iteratively edit and distill skill artifacts for better code quality?▼

Iteratively edit skill artifacts by opening them via name references, applying changes, and running an optional distillation pass to ensure high code quality. This loop supports continuous refinement of domain files, skills, codestyles, and touchmaps.

What is the distillation pass for evaluating skill artifacts?▼

The distillation pass evaluates skill artifacts against the 15 Laws of Claude Code Tooling. It checks artifacts for adherence to best practices and provides specific feedback for improvement to ensure quality assurance before deployment.

How do I check my skill artifacts against the Laws of Claude Code Tooling?▼

You check skill artifacts by running the distillation pass, which automatically evaluates domain files, codestyles, and touchmaps against the 15 Laws of Claude Code Tooling. It then provides specific feedback to catch potential issues.

Can I use iterative editing for domain files, codestyles, and touchmaps?▼

Yes, you can use iterative editing for domain files, codestyles, and touchmaps. The skill supports editing by referencing artifact names and optionally displays associated evaluation files to guide your refinement process.

What is the best way to refine a SKILL.md file before deployment?▼

The best way to refine a SKILL.md file is using an iterative editing loop combined with a distillation pass. This process allows you to edit the artifact and then automatically check it against established tooling laws to catch issues.

Are there limitations when editing skill artifacts with the refine tool?▼

Editing skill artifacts requires referencing exact artifact names. While it supports optional evaluation file displays, limitations exist if artifacts do not properly align with the 15 Laws of Claude Code Tooling during the distillation pass.