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hello-auditkit

Audit AI configuration artifacts against GPT Prompting Guide standards.

1|Updated Nov 21, 2025
Search Tags:#audit#ai#tooling#compliance#quality#claude-code#prompting
One-click install
npx skills add https://github.com/bamecho/my-claude-skills --skill hello-auditkit-bamecho
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: hello-auditkit
Source: https://github.com/bamecho/my-claude-skills/tree/main/skills/hello-auditkit
Command: npx skills add https://github.com/bamecho/my-claude-skills --skill hello-auditkit-bamecho

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill provides a rigorous framework for auditing AI assistant configurations, including prompts, memory files, SKILL.md, plugins, and composite setups, to ensure alignment with prompting best practices and safety standards.

Core Features & Use Cases

  • Automated evaluation of prompts, SKILL.md, and memory files against GPT Prompting Guide rules
  • Cross-file coherence checks for multi-skill configurations (skills, memory, plugins, and composites)
  • Generated audit reports to identify violations, risks, and improvement opportunities

Quick Start

Audit a target skill directory to produce a structured audit report.

Frequently Asked Questions about hello-auditkit

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

FAQPage Schema
How do I audit AI configuration files for prompt quality and compliance?▼

You can audit AI configuration files by evaluating prompts, memories, SKILL.md, plugins, and composites against GPT Prompting Guide standards. This process analyzes verbosity, scope, grounding, and references to produce a structured, actionable report.

Can I use this to generate a phase-gate review report for prompt remediation?▼

Yes, the audit generates an actionable report structured specifically for phase-gate review and safe remediation. It identifies violations, risks, and improvement opportunities within your AI assistant configurations.

Does the audit evaluate memory files and plugins or just prompts?▼

The audit evaluates prompts, memory files, SKILL.md, plugins, and composite setups. It assesses all these artifacts for verbosity, scope, grounding, references, and cross-file coherence to ensure comprehensive configuration compliance.

What is the best way to check if AI prompts meet GPT Prompting Guide standards?▼

The best way to check if AI prompts meet GPT Prompting Guide standards is running an automated audit on the target skill directory. This analyzes configurations for violations and improvement opportunities, outputting a structured report.

Why does my multi-skill AI configuration fail cross-file coherence checks?▼

Multi-skill AI configurations fail cross-file coherence checks when prompts, memory files, SKILL.md, plugins, and composites lack alignment. The audit identifies specific violations in scope, grounding, and references to guide safe remediation.

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