pql-validation

Score prompt quality and detect anti-patterns for Claude Code.

6|Updated Apr 7, 2026
One-click install
npx skills add https://github.com/Kgan01/ghengis-skills --skill pql-validation
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: pql-validation
Source: https://github.com/Kgan01/ghengis-skills/tree/main/plugins/ghengis-skills/skills/pql-validation
Command: npx skills add https://github.com/Kgan01/ghengis-skills --skill pql-validation

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Validates prompts for Claude Code by detecting anti-patterns, enforcing quality principles, and suggesting safe auto-fixes before execution.

Core Features & Use Cases

  • Anti-pattern detection across Task, Context, Format, Scope, Reasoning, and Agentic categories to surface prompt quality risks.
  • Auto-fix suggestions and actionable guidance to improve prompt clarity, format, and safety without sharing sensitive data.
  • Seamless integration with skill-chains and scratchpads to provide structured outputs like score, detected patterns, and fixes.

Quick Start

Run the validator on your prompt draft to receive a quality score and suggested fixes.

Frequently Asked Questions about pql-validation

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

FAQPage Schema
How do I validate prompts for Claude Code before agent dispatch?

You validate prompts for Claude Code by running the validator to score quality and detect anti-patterns across task, context, format, scope, reasoning, and agentic categories before agent dispatch. It outputs a quality score and suggested fixes.

What are common prompt anti-patterns in Claude Code subagent calls?

Common prompt anti-patterns in Claude Code subagent calls span task, context, format, scope, reasoning, and agentic categories. The validator detects these quality risks and provides actionable guidance to improve prompt clarity and safety.

Can I automatically fix prompt quality issues before code generation?

You can automatically fix prompt quality issues before code generation by applying the validator's auto-fix suggestions. It enforces quality principles and suggests safe fixes without sharing sensitive data.

Does prompt validation work with skill-chains and scratchpads?

Prompt validation works seamlessly with skill-chains and scratchpads. It provides a privacy-safe scratchpad and structured outputs like quality scores, detected anti-patterns, and suggested fixes for integration.

When should I run a prompt quality check on my drafts?

You should run a prompt quality check on drafts before agent dispatch, code generation, or subagent calls. Running the validator ensures your prompts are free of anti-patterns and meet quality principles before execution.