SkillsLib.ai

Acute Coronary Syndrome Risk Stratification

Systematically risk-stratify acute coronary syndrome using validated scoring systems

4.0(31 reviews)
100+ downloads
Updated Oct 2026
Verified SafeSecurity VerifiedThis skill was analyzed by our AI security scanner for harmful content including data exfiltration, system manipulation, credential theft, and prompt injection. No threats were detected.

What You Can Do

This skill enables you to rapidly and systematically evaluate patients presenting with chest pain or ACS symptoms using validated clinical decision tools rather than gestalt alone. You'll integrate serial troponin results, ECG findings, and patient risk factors to determine who requires emergent catheterization, hospital admission, or safe discharge with outpatient follow-up—reducing both missed ACS cases and unnecessary invasive procedures.

Features

HEART score calculation

combines History, ECG, Age, Risk factors, and Troponin into a five-point risk assessment with disposition pathways

Serial troponin interpretation

evaluates 0, 3, and 6-hour measurements to detect myocardial necrosis and risk-stratify negative presentations

TIMI and GRACE scoring

applies alternative validated frameworks for risk stratification and prognostication in ACS populations

ECG pattern recognition

systematizes interpretation of STEMI equivalents, T-wave inversions, and dynamic changes relevant to disposition

Atypical presentation management

addresses high-risk subgroups including elderly patients, diabetics, and post-surgical candidates who frequently present with subtle or absent symptoms

High-sensitivity troponin adjustment

accounts for newer assays with improved sensitivity for early rule-out protocols

Risk-based disposition algorithm

maps risk scores directly to actionable decisions: catheterization, admission, observation, or discharge

Medicolegal documentation template

structures risk assessment documentation to support clinical decision-making rationale

Example Output

Example 1: Low-Risk Chest Pain

  • HEART score: 3 points (low risk, <2% 30-day MACE)
  • Serial troponins: negative at 0 and 3 hours (high-sensitivity assay)
  • ECG: normal
  • Recommendation: Safe for discharge with cardiology follow-up in 48 hours; stress test or advanced imaging as outpatient

Example 2: Intermediate-Risk with Rising Troponin

  • HEART score: 6 points (intermediate risk, 15% 30-day MACE)
  • Troponin: 0.02 → 0.08 ng/mL (rising over 3 hours, above 99th percentile)
  • ECG: T-wave inversions in V2-V3
  • Recommendation: Admit to telemetry; coronary angiography indicated given positive biomarker and ECG changes

Example 3: Atypical Presentation (Diabetic, Elderly)

  • HEART score: 7 points (high risk despite atypical symptoms)
  • Serial troponins: 0.01 → 0.04 ng/mL (subtle elevation in diabetic with blunted symptoms)
  • ECG: subtle ST depression
  • Recommendation: Urgent angiography; diabetic status and age elevate risk despite patient minimizing symptoms

What's Included

  • SKILL.md instruction file: complete protocol for systematic ACS risk stratification
  • HEART Score Calculator Template: structured worksheet mapping history, ECG, age, risk factors, and troponin to disposition
  • Serial Troponin Interpretation Checklist: decision tree for 0, 3, and 6-hour values including high-sensitivity assay thresholds
  • ECG Pattern Reference Guide: STEMI-equivalent patterns, dynamic changes, and atypical findings by patient subgroup
  • Atypical Presentation Framework: risk assessment modifications for elderly, diabetic, post-surgical, and female patients
  • Risk-Based Disposition Pathway: algorithm mapping HEART/TIMI/GRACE scores to specific actions (catheterization, admission, observation, discharge)

Who It's For

  • Emergency Medicine Physicians — rapidly risk-stratify undifferentiated chest pain in the ED using validated tools
  • Interventional Cardiologists — guide urgent catheterization decisions based on objective risk assessment and biomarker trends
  • Hospitalists — manage admitted ACS patients and determine appropriate level of monitoring and testing intensity
  • Chest Pain Center Directors — standardize disposition protocols across a department or health system to reduce variation
  • Cardiology Fellows — develop systematic decision-making frameworks for ACS evaluation and internalize evidence-based scoring systems

Best For

  • Evaluating undifferentiated chest pain presentations with serial troponin and ECG data available
  • Risk-stratifying patients with atypical or subtle ACS presentations (elderly, diabetic, post-operative, female)
  • Determining appropriate disposition: catheterization lab vs. admission vs. observation vs. safe discharge
  • Reducing unnecessary invasive procedures while maintaining sensitivity for missed ACS cases
  • Documenting risk assessment decisions for clinical and medicolegal purposes in acute care settings

You might also like

Surgical Case Planning Assistant for Oral Surgery
$35
Surgical Case Planning Assistant for Oral Surgery

You can systematically analyze complex oral surgical cases by generating comprehensive pre-operative plans that consider osseous anatomy, neurovascular structures, and patient-specific risk factors. Claude structures multifactorial surgical analysis into actionable operative protocols, risk stratification reports, and detailed procedural workflows that reduce surgical time and improve clinical outcomes while providing medical-legal documentation.

Primary Care Differential Diagnosis Builder
$35
Primary Care Differential Diagnosis Builder

You can systematically generate ranked differential diagnoses for presenting complaints (chest pain, dyspnea, abdominal pain, headache, joint pain, fatigue) by applying evidence-based clinical decision rules and risk stratification. The skill helps you identify red flags that change management priority, justify test selection to supervising physicians, and document diagnostic reasoning in the medical record while reducing anchoring bias and ensuring comprehensive consideration of serious diagnoses.

Sports Injury Assessment & Documentation Protocol
$40
Sports4.0(33)
Sports Injury Assessment & Documentation Protocol

Conduct comprehensive sports injury assessments using standardized orthopedic tests, mechanism-of-injury analysis, and functional capacity evaluation. You'll document findings in insurance-compliant formats, identify red flags requiring referral, establish objective baseline measurements for progress tracking, and generate evidence-based return-to-play recommendations with clear functional milestones.

Psychiatric Case Formulation Assistant
$50
Psychiatry3.8(21)
Psychiatric Case Formulation Assistant

This skill guides you through structured psychiatric case formulation using a biopsychosocial framework. You input patient presentation, assessment data, and clinical history, then receive a comprehensive formulation that integrates symptom synthesis, differential diagnosis reasoning, predisposing/precipitating/perpetuating factors, protective factors, and evidence-based treatment recommendations. The output is suitable for clinical documentation, insurance authorizations, case conferences, and supervision.

Surgical Preoperative Risk Assessment & Optimization
$40
Surgery3.6(25)
Surgical Preoperative Risk Assessment & Optimization

You can rapidly synthesize complex patient data—comorbidities, functional status, labs, medications—into a comprehensive risk profile and actionable optimization plan. This skill guides you through ASA classification, procedure-specific risk stratification, and patient-centered consent documentation to ensure thorough clinical reasoning and defensible preoperative assessment.

Clinical Protocol Development Advisor
$40
Clinical Protocol Development Advisor

You synthesize current clinical evidence into structured protocols tailored to your specialty and institutional context. This skill helps you build physician-nurse collaborative decision frameworks, identify implementation barriers before rollout, and create adoption guides that account for resource constraints and stakeholder buy-in. You'll develop protocols ready for medical staff committees and bedside teams—not generic templates, but specialty-specific standards that bridge research and practice.

Psychosocial Assessment Documentation for Social Workers
$45
Psychosocial Assessment Documentation for Social Workers

You can generate complete psychosocial assessment documents that synthesize biographical information, presenting problems, mental health symptoms, social support systems, and environmental stressors into a coherent clinical narrative. The skill structures assessments to meet insurance reimbursement requirements, legal documentation standards, and clinical utility for interdisciplinary treatment planning. Each assessment incorporates the social work perspective of person-in-environment analysis, ensuring clinical decisions account for social, economic, cultural, and relational factors.

Perioperative Pain Management Protocol Builder
$35
Pain4.1(35)
Perioperative Pain Management Protocol Builder

You can create comprehensive, evidence-based perioperative pain management protocols tailored to individual patient characteristics and surgical requirements. The skill assesses patient risk factors, recommends optimized multimodal analgesia regimens with specific drug selections and dosing rationales, incorporates regional techniques when appropriate, and identifies contingency plans for inadequate pain control or contraindications. This enables you to move beyond generic guidelines toward truly personalized pain management strategies that reduce opioid exposure while maintaining analgesia.

$35.00