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adrozdenko
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fix-and-learn

Execute systematic debugging and repair workflows while capturing root causes as anti-patterns.

6|3|Updated Feb 24, 2026
Search Tags:#debugging#troubleshooting#software development#bug fixing#anti-pattern#knowledge capture
One-click install
npx skills add https://github.com/adrozdenko/soleri --skill fix-and-learn-adrozdenko
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: fix-and-learn
Source: https://github.com/adrozdenko/soleri/tree/main/agents/salvador-filetree/skills/fix-and-learn
Command: npx skills add https://github.com/adrozdenko/soleri --skill fix-and-learn-adrozdenko

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill streamlines the process of fixing bugs and unexpected behavior by guiding users through a systematic debugging and repair workflow, ensuring that the root cause and solution are captured to prevent recurrence.

Core Features & Use Cases

  • Systematic Debugging: Guides users through a structured search and diagnosis process before implementing a fix.
  • Knowledge Capture: Ensures that every fix results in the capture of the root cause as a reusable anti-pattern in the knowledge vault.
  • Use Case: When a critical bug is reported in production, this Skill ensures the team first checks the knowledge base for similar issues, then systematically diagnoses the root cause, implements a fix, and crucially, documents the anti-pattern to prevent future occurrences.

Quick Start

Use the fix-and-learn skill to debug and fix the reported login error, capturing the root cause as an anti-pattern.

Frequently Asked Questions about fix-and-learn

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

FAQPage Schema
How do I systematically debug unexpected software behavior and prevent recurrence?▼

Systematic debugging requires checking existing knowledge vaults before manual diagnosis, implementing fixes, and capturing the root cause as a documented anti-pattern to prevent recurrence.

What is the best way to capture and document software anti-patterns during bug fixing?▼

Capturing anti-patterns involves documenting the root cause and solution during the bug fixing workflow, ensuring the knowledge is saved as a reusable entry in the knowledge vault.

How does a knowledge vault integration help with troubleshooting production bugs?▼

Knowledge vault integration helps troubleshooting by prioritizing searches for similar issues before manual diagnosis, streamlining the repair workflow for production bugs.

Can I fix software defects without manually diagnosing every issue from scratch?▼

You can fix software defects without starting from scratch by prioritizing checks of existing knowledge vaults and web resources before beginning manual diagnosis.

What steps are needed to document root causes as anti-patterns after implementing a fix?▼

Documenting root causes requires integrating core agent operations for routing, searching, memory management, and knowledge capture to save the anti-pattern after implementing the fix.

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