example-mapping-refine

Refine Example Mapping YAML baselines into reviewable PR diffs.

2|Updated Apr 14, 2026
One-click install
npx skills add https://github.com/boykush/livt --skill example-mapping-refine
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: example-mapping-refine
Source: https://github.com/boykush/livt/tree/main/plugins/discovery-facilitator/skills/example-mapping-refine
Command: npx skills add https://github.com/boykush/livt --skill example-mapping-refine

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires bdd-expert, and includes scripts (resource) components.

What problem does it solve?

This Skill streamlines the refinement of Example Mapping baselines, creating clear and reviewable PR diffs that showcase exactly what has changed.

Core Features & Use Cases

  • Refine Baselines: Improve the structure and clarity of Example Mapping baselines without altering their intended meaning.
  • Consult BDD Expert: Utilize the bdd-expert skill for structural critique and BDD judgment.
  • Reviewable Diffs: Ship the refined mappings as PR diffs, enhancing the review process.
  • Use Case: After transcribing an Example Mapping, use this Skill to refine it and prepare it for a review by other team members.

Quick Start

Run the example-mapping-refine skill to refine the baseline for the 'user-story-001' mapping.

Frequently Asked Questions about example-mapping-refine

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

FAQPage Schema
How do I refine Example Mapping baselines for better structure?

To refine Example Mapping baselines, run this Skill against a committed, unrefined YAML file. It improves structural clarity without altering intended meaning and outputs a precise PR diff for team review.

What is a reviewable Example Mapping PR diff?

A reviewable Example Mapping PR diff is a precise file output that showcases structural changes made to a baseline. You need this after transcribing an Example Mapping to prepare refined mappings for review by other team members.

Does example-mapping-refine work with BDD frameworks for structural critique?

Yes, example-mapping-refine coordinates with the bdd-expert dependency to provide BDD-based structural critique. This integration ensures your refined Example Mapping baselines maintain correct BDD judgment during the review process.

How do I review BDD structural changes in an Example Mapping baseline?

Review BDD structural changes by generating a PR diff on top of the committed baseline. The Skill consults bdd-expert for structural critique and ships the refined mappings as reviewable diffs for team members.

What format does the Example Mapping baseline need to be in?

The Example Mapping baseline must be a committed, unrefined YAML file. The Skill assumes this specific format to process the baseline and generate a precise PR diff on top of it for structural refinement.

Can I use BDD structural critique to improve unrefined YAML files?

Yes, you can use BDD structural critique to improve unrefined YAML files by leveraging the bdd-expert dependency. The Skill coordinates with it to refine Example Mapping baselines and output reviewable PR diffs.