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cat:learn-from-mistakes

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Analyze CAT mistakes to curb context loss

Software Engineering#RCA#A/B-testing#context-degradation#learn-from-mistakes#CAT#token-metrics
Authorcowwoc
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps teams systematically analyze mistakes in CAT orchestrations by leveraging CAT-specific context metrics and token-tracking to uncover context degradation causes.

Core Features & Use Cases

  • Structured RCA workflow: enforces get-history verification, documents mistakes, collects context metrics, and guides root-cause analysis.
  • CAT-specific insights: analyzes conversation length, token usage, and context degradation patterns to suggest preventive actions.
  • Use Case: when a subagent produces incorrect results due to long conversations, run this skill to identify root causes and implement stronger prevention.

Quick Start

Use the Learn From Mistakes skill to trace and prevent recurring errors in CAT orchestration.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

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Please help me install this Skill:
Name: cat:learn-from-mistakes
Download link: https://github.com/cowwoc/cat/archive/main.zip#cat-learn-from-mistakes

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