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failure-analyzer

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Turn failures into actionable system improvements.

Software Engineering#debugging#quality#orchestrator#log-analysis#failure-analysis#incident-report#system-improvement
Authormunlucky
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Failure patterns in agent runs hinder project reliability; this skill identifies recurring failures and translates them into concrete improvements for context, skills, agents, and rules.

Core Features & Use Cases

  • Pattern detection across analysisContext.notes and session-logs to categorize failures.
  • Generates structured improvement patches targeting PROJECT.md, rules, and SKILL.md.
  • Provides an actionable feedback loop to reduce recurrence and improve system robustness.
  • Use Case (example): When an orchestration sequence repeatedly times out, propose changes to the prompts, rule guards, and agent sequencing to eliminate the failure pattern.

Quick Start

Review recent failures and run the failure-analyzer to produce a patch with concrete improvements.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 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: failure-analyzer
Download link: https://github.com/munlucky/claude-settings/archive/main.zip#failure-analyzer

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