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alex-voloshin-dev
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plugin-doctor

Validate plugin frontmatter, hook scripts, and evaluation rubrics for configuration drift.

2|Updated Mar 19, 2026
Search Tags:#debugging#validation#plugin#calibration#diagnostic#health-check
One-click install
npx skills add https://github.com/alex-voloshin-dev/ai-skills --skill plugin-doctor-alex-voloshin-dev
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: plugin-doctor
Source: https://github.com/alex-voloshin-dev/ai-skills/tree/main/plugin/skills/plugin-doctor
Command: npx skills add https://github.com/alex-voloshin-dev/ai-skills --skill plugin-doctor-alex-voloshin-dev

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires anthropic, and includes scripts (resource) components.

What problem does it solve?

This skill resolves configuration drift and installation issues by providing a centralized diagnostic tool to validate plugin integrity, hook executability, and judge calibration.

Core Features & Use Cases

  • Integrity Validation: Automatically checks skill frontmatter, hook script syntax, and JSON schema validity to ensure the plugin environment is correctly configured.
  • Judge Calibration: Performs score-band tolerance checks against known samples to ensure AI evaluation rubrics remain accurate and drift-free.
  • Error Triage: Provides a dashboard view of recent hook errors and warnings to quickly identify and resolve noisy or failing automation components.

Quick Start

Run the plugin doctor command to perform a full system diagnostic and verify that all hooks and rubrics are operating within healthy bounds.

Frequently Asked Questions about plugin-doctor

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

FAQPage Schema
How do I validate ai-skills plugin configuration and fix installation drift?▼

To validate ai-skills plugin configuration, run a diagnostic routine that lints skill frontmatter, checks hook script syntax, and verifies JSON schema validity to detect and resolve configuration drift.

What is AI judge calibration and how do I check my evaluation rubrics?▼

AI judge calibration is the process of checking evaluation rubrics for accuracy by performing score-band tolerance checks against known samples to ensure your AI evaluation criteria remain drift-free.

Do I need access to the plugin root directory to run a skill health-check?▼

Yes, you need access to the plugin root directory and the ai-skills memory store to perform comprehensive linting and calibration analysis across your skill environment.

Why does my skill frontmatter validation fail when running diagnostic routines?▼

Skill frontmatter validation fails when the diagnostic suite detects structural integrity issues or configuration drift in your JSON schema, preventing the plugin environment from operating within healthy bounds.

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