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agent-trace-analyzer

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Debug AI agent decisions.

Software Engineering#debugging#decision making#troubleshooting#root cause analysis#session logs#agent analysis
Authorsaddam-eng-tech
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps users understand why an AI agent made specific decisions, identify the root causes of errors or unexpected behavior, and receive actionable suggestions for improvement.

Core Features & Use Cases

  • Decision Analysis: Breaks down agent session logs to explain each decision made.
  • Root Cause Identification: Classifies issues like missing instructions, context rot, or incorrect tool usage.
  • Remediation Suggestions: Provides targeted fixes, including updates to CLAUDE.md or tool configurations.
  • Use Case: When an AI agent fails to complete a task correctly, use this Skill to analyze the session trace and pinpoint the exact reason for the failure, then get advice on how to prevent it next time.

Quick Start

Analyze the attached agent session log to understand why the agent failed.

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: agent-trace-analyzer
Download link: https://github.com/saddam-eng-tech/ai-agent-skills/archive/main.zip#agent-trace-analyzer

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