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Skill Repair

Diagnose failing AI skills by analyzing logs and issue trackers.

17|1|Updated Mar 25, 2026
Search Tags:#automation#log analysis#diagnosis#PR automation#skill fixing
One-click install
npx skills add https://github.com/aaronjmars/miroshark-aeon --skill skill-repair-aaronjmars
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Skill Repair
Source: https://github.com/aaronjmars/miroshark-aeon/tree/main/skills/skill-repair
Command: npx skills add https://github.com/aaronjmars/miroshark-aeon --skill skill-repair-aaronjmars

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the process of identifying and repairing malfunctioning or degraded AI skills, reducing manual troubleshooting time.

Core Features & Use Cases

  • Diagnostic Analysis: Checks logs, recent runs, and issues to pinpoint root causes of skill failures.
  • Automated Fixes: Edits skill prompts, updates API usage, or disables problematic skills based on diagnosis.
  • Use Case: When a skill repeatedly fails due to API changes, this Skill detects the issue, applies a prompt fix, and creates a pull request for review.

Quick Start

Use this Skill to automatically identify broken skills, diagnose issues, and generate repair suggestions or fixes.

Frequently Asked Questions about Skill Repair

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

FAQPage Schema
How do I automate diagnosis and repair for failing AI skills?▼

To automate AI skill repair, this tool analyzes logs, issue trackers, and recent activity to pinpoint root causes, then applies minimal targeted fixes or disables problematic skills to streamline maintenance.

Why does a skill repeatedly fail after an API change?▼

A skill repeatedly fails after an API change because its prompts or API usage are outdated. This tool detects the issue through log analysis, applies a prompt fix, and creates a pull request for review.

Can I automatically generate pull requests for broken skill fixes?▼

Yes, you can automatically generate pull requests for broken skill fixes. When diagnosing a degraded skill, the tool applies the necessary prompt or API edits and outputs a pull request for review.

What's the best way to troubleshoot degraded skills without manual checking?▼

The best way to troubleshoot degraded skills without manual checking is using automated diagnostic analysis. This tool checks recent runs and issues to pinpoint root causes and applies minimal targeted fixes.

Do I need to manually disable problematic skills during diagnosis?▼

No, you do not need to manually disable problematic skills during diagnosis. Based on its log and issue tracker analysis, the tool can automatically apply targeted fixes or disable problematic skills.

What limitations exist when fixing skills through automated PR automation?▼

A limitation of automated PR automation for skill fixing is that it applies minimal targeted fixes based on logs and recent activity. It creates pull requests for review rather than deploying changes directly.

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