agent-log-forensics
CommunityIdentify agent behavior issues and improve workflows.
Authorcarlkibler
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill analyzes session logs to detect agent behavior patterns, Toolsmith adoption gaps, recurring frustrations, and opportunities for new skills or tools, enabling workflow improvements.
Core Features & Use Cases
- Behavioral Analysis: Examines Claude and Codex logs to uncover usage patterns and bottlenecks.
- Opportunity Identification: Finds gaps in tool adoption and recurring workflow issues.
- Use Case: A user wants to optimize their agent interactions by identifying repeated failures and missing Toolsmith integrations. Running this Skill produces actionable insights and recommendations.
Quick Start
Run the script with default parameters to scan recent logs and generate an analysis report.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 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-log-forensics Download link: https://github.com/carlkibler/agent-skills/archive/main.zip#agent-log-forensics Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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