ORCHESTRATION_DEBUGGING
ORCHESTRATION_DEBUGGING
A comprehensive debugging skill for diagnosing and resolving failures in the AI-orchestrated scheduling system, including MCP tool integration, agent workflows, constraint engine, and database operations.
When This Skill Activates
- MCP Tool Failures: Timeout, connection errors, or incorrect responses
- Agent Communication Issues: Multi-agent workflows failing to coordinate
- Constraint Engine Errors: OR-Tools solver failures, constraint conflicts
- Database Operation Failures: Deadlocks, connection pool exhaustion, slow queries
- Schedule Generation Failures: Validation errors, compliance violations, infeasible schedules
- Background Task Issues: Celery worker crashes, task timeouts, queue backlogs
- API Integration Failures: Backend API errors, authentication issues, rate limiting
Overview
This skill provides structured workflows for:
- Incident Review: Post-mortem analysis with root cause identification
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