FAI Collective Debugger

Multi-agent debugging specialist — systematic root cause analysis, stack trace interpretation, Azure diagnostics, LLM-specific issue debugging, and performance profiling for AI pipelines.

Overview

Property	Value
Type	Agent
File	`agents/fai-collective-debugger.agent.md`
Tools	codebase, terminal
Model	gpt-4o, gpt-4o-mini
WAF Alignment	`reliability`, `operational-excellence`
Compatible Plays	`07-multi-agent-service`, `22-swarm-orchestration`
Lines	152

Usage

In VS Code (GitHub Copilot)


@fai-collective-debugger How can you help me?

In fai-manifest.json


{
  "primitives": {
    "agents": ["../../agents/fai-collective-debugger.agent.md"]
  }
}

Source

GitHub: agents/fai-collective-debugger.agent.md
Edit: Edit on GitHub →

Auto-generated from the FrootAI primitive catalog . Last updated: 2026-04-20.