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Self-Correction Skill

Community

Avoid repetitive work loops.

Software Engineering#code quality#developer tools#debugging#self-correction#loop detection#automation efficiency
Authormdmagnuson-creator
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill prevents agents from getting stuck in repetitive, inefficient work patterns by identifying and breaking out of loops, especially when fixing similar issues across multiple files.

Core Features & Use Cases

  • Loop Detection: Identifies when an agent is repeatedly fixing the same type of issue.
  • Bulk Fix Strategy: Guides the agent to switch from one-by-one fixes to a comprehensive bulk approach.
  • Self-Check Protocol: Provides a structured way for the agent to assess if it's in a loop.
  • Use Case: If an agent fixes a linting error in 10 different files individually, this skill prompts it to find all instances and fix them simultaneously, saving significant time and reducing errors.

Quick Start

Use the self-correction skill to analyze if you are stuck in a repetitive fix loop.

Dependency Matrix

Required Modules

None required

Components

references

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: Self-Correction Skill
Download link: https://github.com/mdmagnuson-creator/helm-ade-toolkit/archive/main.zip#self-correction-skill

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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