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RESILIENCE_SCORING

Calculate health scores and simulate resident absence scenarios for medical residency schedules.

Updated Aug 27, 2026
Search Tags:#risk assessment#health score#failure simulation#schedule resilience#n-1 analysis#recovery planning
One-click install
npx skills add https://github.com/Euda1mon1a/Autonomous-Assignment-Program-Manager --skill resilience-scoring
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: RESILIENCE_SCORING
Source: https://github.com/Euda1mon1a/Autonomous-Assignment-Program-Manager/tree/main/.claude/archive/skills/RESILIENCE_SCORING
Command: npx skills add https://github.com/Euda1mon1a/Autonomous-Assignment-Program-Manager --skill resilience-scoring

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill proactively identifies schedule vulnerabilities by calculating health metrics and simulating failure scenarios, preventing potential disruptions before they occur.

Core Features & Use Cases

  • Health Score Calculation: Provides an overall score based on coverage, margin, and continuity.
  • Failure Simulation: Simulates N-1 (single resident absence) and multi-failure scenarios to assess collapse probability and identify critical residents/rotations.
  • Recovery Planning: Models time-to-recovery for different strategies (internal redistribution, supplemental staff, cross-training).
  • Use Case: Before deploying a new schedule, run this Skill to ensure it can withstand typical absences (e.g., during flu season) and to identify residents who are critical single points of failure.

Quick Start

Use the RESILIENCE_SCORING skill to check the health of the current schedule.

Frequently Asked Questions about RESILIENCE_SCORING

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I calculate a health score for a medical residency schedule?▼

N-1 failure simulation models schedule collapse probability by removing a single resident from the rotation. It identifies critical residents and fragile rotations that cannot withstand typical absences during periods like flu season.

What is the best way to simulate single resident absence impact on rotation continuity?▼

N-1 failure simulation models schedule collapse probability by removing a single resident from the rotation. It identifies critical residents and fragile rotations that cannot withstand typical absences during periods like flu season.

Can I model recovery time for medical scheduling disruptions using failure simulation?▼

Yes, you can assess multi-failure scenarios by simulating multiple resident absences simultaneously. This analysis evaluates coverage adequacy and collapse probability under severe staffing shortages to identify systemic schedule weaknesses.

How do I identify critical residents who are single points of failure in a clinical schedule?▼

You identify critical residents by running N-1 analysis to see which single absence causes rotation collapse or coverage inadequacy. This flags individuals whose presence is mandatory to maintain schedule continuity.

Does schedule resilience scoring work for multi-resident absence scenarios?▼

Yes, you can assess multi-failure scenarios by simulating multiple resident absences simultaneously. This analysis evaluates coverage adequacy and collapse probability under severe staffing shortages to identify systemic schedule weaknesses.

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