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FAI Collective Debugger

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

Overviewโ€‹

PropertyValue
TypeAgent
Fileagents/fai-collective-debugger.agent.md
Toolscodebase, terminal
Modelgpt-4o, gpt-4o-mini
WAF Alignmentreliability, operational-excellence
Compatible Plays07-multi-agent-service, 22-swarm-orchestration
Lines152

Usageโ€‹

In VS Code (GitHub Copilot)โ€‹

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

In fai-manifest.jsonโ€‹

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

Sourceโ€‹


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