hello-auditkit

Audit AI assistant configurations and generate evidence-backed fix reports.

25|5|Updated Dec 23, 2025
One-click install
npx skills add https://github.com/hellowind777/hello-auditkit --skill hello-auditkit-hellowind777
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: hello-auditkit
Source: https://github.com/hellowind777/hello-auditkit/tree/main
Command: npx skills add https://github.com/hellowind777/hello-auditkit --skill hello-auditkit-hellowind777

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps you systematically audit and review AI assistant configurations (prompts, skills, plugins, and memory files) to ensure quality, safety-by-default behavior, and disciplined prompting—while producing reviewable reports saved to files.

Core Features & Use Cases

  • Type-aware audits: Detects and audits specific configuration types (prompt text/files, skills via SKILL.md, plugins, MCP/servers, memory files like AGENTS.md/CLAUDE.md/GEMINI.md, and composite setups).
  • Evidence + line anchoring: Requires findings to be tied to verifiable source content and line references to reduce hallucinations.
  • Safe-by-default workflow: Keeps scope limited to user-provided materials and requires explicit confirmation before applying fixes.
  • File-only reporting: Writes the audit output to a saved report file to keep terminal output minimal and improve long-review workflows.

Quick Start

Run an audit by telling your coding assistant: "audit this SKILL.md".

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 assistant configurations for safety and prompting quality?

Auditing AI assistant configurations involves analyzing prompts, SKILL.md files, plugins, MCP/LSP components, and memory files to produce verifiable findings and fix recommendations. This Skill evaluates configuration quality and safety-by-default behavior using strict prompting constraints and evidence-grounded line anchoring.

What is the best way to perform a compliance check on memory files like AGENTS.md?

A compliance check on memory files like AGENTS.md or CLAUDE.md requires type-aware auditing that detects specific configuration types and generates verifiable findings. The audit evaluates safety-by-default behavior and prompting quality, outputting evidence-grounded fix recommendations saved directly to a file.

Can I audit pasted prompt text without saving it to a file first?

Yes, you can audit pasted text directly, as the configuration audit supports single files, directories, or pasted text inputs. The Skill detects the configuration type from the provided content and applies safety checks and prompting quality validation to generate a file-based report.

Does the configuration audit automatically apply fixes to my SKILL.md or plugins?

No, the configuration audit follows a safe-by-default workflow that keeps scope limited to user-provided materials and requires explicit confirmation before applying any fixes. It uses a staged flow with confirmation gates to ensure you review evidence-backed findings before modifications occur.

Why does the AI assistant audit output report to a file instead of the terminal?

The AI assistant audit outputs reports to a file to keep terminal output minimal and improve long-review workflows. This file-only reporting approach ensures verifiable findings, line-anchored evidence, and fix recommendations are saved for compliance-style checks and future reference.