improve-prompt

What problem does it solve?

This Skill validates translated prompts against the original sources, detects inconsistencies, and coordinates a fact-checking workflow to ensure high-quality prompt content across chapters and pages.

Core Features & Use Cases

• Automated evaluation: Compare translated prompts with originals to identify concept drift and terminology mismatches.
• Fact-check integration: Trigger WebSearch-based verification of extracted claims to ensure accuracy of technical terms and data.
• Auditable remediation: Generate an issue-driven report, allow user confirmation, and apply approved fixes to prompts.
• Use Case: If you publish translated course prompts, use this Skill to maintain alignment with the English source while documenting changes for review.

Quick Start

Run /improve-prompt week1/deep-dive-llms/tokenization to start a single-chapter evaluation. For a broader sweep, run /improve-prompt week1/deep-dive-llms --all-chapters. To generate a report only without applying changes, use /improve-prompt week1/slug --skip-apply.