prompt-refine

Audit prompts for inconsistencies and migrate fixes with test harness verification.

Updated Jul 27, 2026
One-click install
npx skills add https://github.com/whichguy/skill-craft --skill prompt-refine
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: prompt-refine
Source: https://github.com/whichguy/skill-craft/tree/main/plugins/prompt-refine/skills/prompt-refine
Command: npx skills add https://github.com/whichguy/skill-craft --skill prompt-refine

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill addresses the degradation of agent and skill prompts by providing a structured, repeatable workflow to identify inconsistencies, apply necessary fixes, and verify harness alignment.

Core Features & Use Cases

  • Automated Audit: Scans prompts for internal inconsistencies and generates a remediation plan.
  • TDD-style Migration: Applies confirmed fixes while maintaining test harness integrity.
  • Use Case: Use this when an agent's behavior drifts or fails to meet updated requirements, ensuring the prompt remains synchronized with its test suite.

Quick Start

Invoke the prompt-refine skill by providing the file path to the prompt you wish to audit and improve.

Frequently Asked Questions about prompt-refine

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

FAQPage Schema
How do I audit agent prompts for internal inconsistencies and behavior drift?

To audit agent prompts for internal inconsistencies, you can use an automated workflow that scans the prompt file and generates a remediation plan to fix behavior drift and failing requirements.

What is the best way to migrate agent prompts while maintaining test harness alignment?

The best way to migrate agent prompts while maintaining test harness alignment is to apply fixes using a test-driven development approach that verifies functional correctness and prompt consistency.

How do I fix a skill prompt that is out of sync with its test suite?

To fix a skill prompt that is out of sync with its test suite, execute a structured audit and migration workflow that applies necessary fixes and verifies harness alignment through local test execution.

Do I need git and a local test harness to refine agent prompts?

Yes, you need git and a local test harness to refine agent prompts, as the workflow requires local test harness execution to verify prompt consistency and functional correctness during migration.

When should I use an automated prompt migration workflow instead of manual refactoring?

You should use an automated prompt migration workflow instead of manual refactoring when an agent's behavior drifts or fails to meet updated requirements, ensuring the prompt remains synchronized with its test suite.

Can I scan prompt files for inconsistencies by providing a file path?

Yes, you can scan prompt files for inconsistencies by providing the file path to the prompt you wish to audit, which triggers an automated scan to identify issues and generate a remediation plan.