SkillsLib.ai

Acute Coronary Syndrome Risk Stratification

Systematically risk-stratify acute coronary syndrome using validated scoring systems

4.0(31 reviews)
100+ downloads
Updated Nov 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

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.

Pre-operative Risk Stratification & Patient Optimization for Surgical PAs
$40
Surgery3.8(18)
Pre-operative Risk Stratification & Patient Optimization for Surgical PAs

You conduct comprehensive pre-operative risk stratification using ASA classification, Revised Cardiac Risk Index (RCRI), and procedure-specific risk tools to quantify operative risk across physiologic systems. You systematically identify modifiable risk factors—anemia, hypertension, glucose dyscontrol, cardiac dysfunction—and implement targeted optimization protocols to reduce preventable complications. You generate objective, evidence-backed assessments that strengthen informed consent discussions, support case selection decisions, and create defensible documentation for shared decision-making with patients and surgical teams.

Anesthesia Perioperative Risk Assessment & Plan Development
$25
General4.2(18)
Anesthesia Perioperative Risk Assessment & Plan Development

You'll systematically evaluate patient risk factors, stratify perioperative risk using evidence-based frameworks, and generate detailed anesthesia plans that address specific comorbidities and procedural requirements. This skill helps you synthesize complex patient data—medical history, physical exam findings, lab work, imaging, and medication profiles—into actionable risk mitigation strategies that optimize patient safety and guide technique selection, drug choices, and monitoring protocols.

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.

Low Vision Refraction Protocol & Prescription Optimization
$40
Low Vision4.2(34)
Low Vision Refraction Protocol & Prescription Optimization

You can systematically document refraction findings for low vision patients and generate prescriptions optimized for specific functional tasks like reading, mobility, and facial recognition. The skill calculates appropriate magnification ratios, predicts realistic visual outcomes, and creates comprehensive documentation that prioritizes quality of life over distance acuity—transforming conventional refraction into patient-centered, task-driven prescriptions.

Contact Lens Fitting Protocol Optimizer
$45
Contact Lens Fitting Protocol Optimizer

Organize and validate patient parameters against clinical thresholds to generate customized contact lens fitting protocols. The skill systematizes complex fitting decisions for diverse refractive errors and corneal conditions, ensures regulatory compliance through built-in safety checks, and creates documented follow-up timelines based on individual risk factors. You get clinically justified lens parameter recommendations with transparent decision-making rationale suitable for patient records and staff training.

Contact Lens Fitting Protocol Assistant
$40
Contact Lens Fitting Protocol Assistant

You can systematize contact lens fitting using structured clinical decision frameworks that accelerate patient selection, lens recommendations, and troubleshooting. This skill provides real-time access to candidacy assessment tools, lens selection logic for complex cases (keratoconus, post-refractive surgery, presbyopia, dry eye), and complaint resolution protocols—reducing chair time while maintaining clinical rigor and defensible documentation.

Complex Foot & Ankle Surgical Case Review
$40
Surgery3.7(33)
Complex Foot & Ankle Surgical Case Review

You can rapidly analyze multifaceted surgical presentations—including revision cases, comorbidities, and combined pathology—to develop defensible pre-operative plans and detailed operative notes. The skill synthesizes clinical findings with imaging data, stratifies surgical risk, selects technique-specific approaches, and produces documentation that withstands peer review and quality audits.

$35.00