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machina-agent

Official

Debug and trace MachinaMed agent errors in GKE.

Software Engineering#debug#trace#GKE#log-analysis#MachinaMed#agent-trace.log#MALFORMED_FUNCTION_CALL
AuthorNumberOne-AI
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps operators diagnose and trace errors in the MachinaMed medical agent ecosystem running on GKE, enabling faster identification and remediation of failures.

Core Features & Use Cases

  • Invocation tracing: Follow an incident from user message to agent routing and final response, including MALFORMED_FUNCTION_CALL incidents.
  • Log analysis: Inspect the agent-trace.log and related files to identify errors, timings, and root causes.
  • Error reporting: Generate comprehensive Agent Trace Errors Reports to document issues and guide fixes.

Quick Start

  • Locate the API pod in the tusdi-dev namespace and note its name.
  • Read the agent-trace.log from the pod and filter for MALFORMED_FUNCTION_CALL errors.
  • Compile a comprehensive error report (AGENT_TRACE_ERRORS_YYYYMMDD.md) summarizing findings and root causes.

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: machina-agent
Download link: https://github.com/NumberOne-AI/machina-meta/archive/main.zip#machina-agent

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