ORCHESTRATION_DEBUGGING
CommunityDiagnose and fix AI scheduling failures.
Software Engineering#debugging#troubleshooting#log analysis#incident response#ai orchestration#scheduling system
AuthorEuda1mon1a
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill provides a systematic approach to troubleshoot and resolve failures within the AI-driven medical residency scheduling system, ensuring smooth operation and rapid incident response.
Core Features & Use Cases
- Incident Response: Guides through detecting, diagnosing, resolving, and preventing system failures.
- Component-Specific Debugging: Offers targeted checklists for backend, MCP server, database, and Celery issues.
- Use Case: When the schedule generation fails with an unclear error, this Skill helps pinpoint whether the issue lies with the MCP tools, the constraint engine, database locks, or agent communication, providing concrete steps to resolve it.
Quick Start
Use the ORCHESTRATION_DEBUGGING skill to analyze a recent backend API timeout error.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferencesassets
💻 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: ORCHESTRATION_DEBUGGING Download link: https://github.com/Euda1mon1a/Autonomous-Assignment-Program-Manager/archive/main.zip#orchestration-debugging Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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