managing-radiology-worklists
Prioritizes and triages radiology worklists based on clinical urgency and study type. Use when managing reading worklists, prioritizing urgent studies, or optimizing radiology workflow.
Best use case
managing-radiology-worklists is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Prioritizes and triages radiology worklists based on clinical urgency and study type. Use when managing reading worklists, prioritizing urgent studies, or optimizing radiology workflow.
Teams using managing-radiology-worklists should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/managing-radiology-worklists/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How managing-radiology-worklists Compares
| Feature / Agent | managing-radiology-worklists | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Prioritizes and triages radiology worklists based on clinical urgency and study type. Use when managing reading worklists, prioritizing urgent studies, or optimizing radiology workflow.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# Managing Radiology Worklists Prioritizes and triages radiology worklists based on clinical urgency and study type. ## Why This Skill Exists Radiology worklists are the operational backbone of every imaging department — they determine which studies get read, in what order, and by whom. Poorly managed worklists lead to delayed critical diagnoses, prolonged report turnaround times (TAT), malpractice exposure, and radiologist burnout. The ACR Practice Parameter for Communication includes turnaround-time benchmarks tied to clinical urgency, and CMS Conditions of Participation require timely interpretation of all diagnostic imaging. Most academic and large private radiology departments manage 200–500+ studies per day per section, with variable urgency from routine outpatient to life-threatening emergency. Triage errors — reading a routine knee MRI before a stat stroke CT — can have catastrophic consequences. Subspecialty routing ensures that complex neuroradiology, pediatric, and interventional cases reach appropriately trained readers. This skill provides the systematic framework for worklist prioritization, subspecialty routing, TAT monitoring, and escalation management required by accreditation and patient-safety standards. --- ## Checkpoint A: Pre-Draft Intake (Mandatory) 1. **What is the practice setting?** (Default: Academic — specify community, teleradiology, hybrid) 2. **What worklist management system is in use?** (Default: Identify PACS worklist, third-party workflow manager) 3. **What is the current case volume and backlog?** (Default: Assess total unread, STAT queue, oldest unread study) 4. **What subspecialty coverage is available?** (Default: Document available subspecialists and their coverage hours) 5. **What are the institutional TAT benchmarks?** (Default: ACR-recommended or institutional policy) 6. **Is there overnight/after-hours coverage?** (Default: Attending, trainee, teleradiology — specify model) ### Documents to Request - Current worklist snapshot (total unread, by priority, by modality) - Institutional TAT policy with benchmarks by priority tier - Subspecialty call/coverage schedule - Historical TAT performance data (for optimization) - PACS worklist configuration documentation - Escalation protocol for delayed studies - Radiologist staffing schedule and FTE allocation --- ## Step 1: Priority Classification System ### Five-Tier Urgency Classification | Tier | Label | Definition | TAT Target | Examples | |------|-------|-----------|-----------|----------| | **1** | CRITICAL / STAT | Immediate life-threatening; results needed for active resuscitation or emergency intervention | <30 minutes | Stroke code CT/CTA, trauma CT, tension pneumothorax, PE protocol | | **2** | URGENT | Significant findings likely; results needed for same-admission management decisions | <1 hour | ED CTs, inpatient portable CXR with acute change, post-procedure check | | **3** | SEMI-URGENT | Clinically important but not immediately life-threatening | <4 hours | Inpatient MRI, pre-operative CT, same-day outpatient urgent | | **4** | ROUTINE | Standard clinical workflow; no acute clinical decision pending | <24 hours | Scheduled outpatient CT, MRI, ultrasound; screening exams | | **5** | LOW PRIORITY | Administrative, legal, or research studies | <48–72 hours | Outside-study comparison reads, research protocol imaging, disability evaluations | ### Automatic Priority Escalation Rules | Trigger | Action | |---------|--------| | Study exceeds Tier TAT by >50% | Escalate to next-available radiologist + alert lead | | STAT study unread >15 minutes | Page covering radiologist immediately | | Any study unread >4 hours (ED/inpatient) | Alert section chief; redistribute to available reader | | Overnight unread studies at handoff | Triage during morning huddle; assign within 30 minutes | | Patient waiting for result (interventional, biopsy) | Assign to reading queue immediately upon study completion | --- ## Step 2: Subspecialty Routing Logic ### Routing Decision Matrix | Study Type | Primary Reader | Backup Reader | Routing Criteria | |-----------|---------------|--------------|-----------------| | Neuroimaging (brain/spine CT, MRI) | Neuroradiologist | General radiologist with neuro training | All brain MRI, stroke CTA, spine MRI | | MSK (joint MRI, sports injuries) | MSK radiologist | General radiologist | All extremity MRI, arthrography | | Pediatric (<18 years) | Pediatric radiologist | General radiologist with pediatric experience | All studies on patients <18; especially CXR, US, fluoro | | Breast imaging | Breast imaging radiologist | — (mammography cannot be read by non-breast radiologists per MQSA) | All mammography, breast US, breast MRI | | Nuclear medicine/PET | Nuclear medicine physician | Dual-boarded radiologist | All PET/CT, bone scans, thyroid scans | | Interventional cases | Interventional radiologist | — | Procedure notes, post-procedure checks | | Body CT/MRI (chest, abdomen, pelvis) | Body imaging radiologist | General radiologist | Complex cases; routine body imaging to general pool | | Cardiac imaging (CTA, MRI) | Cardiac-trained radiologist | Body radiologist with cardiac training | All coronary CTA, cardiac MRI | ### MQSA Compliance (Mammography Quality Standards Act) - Mammography can only be interpreted by physicians meeting MQSA qualifications (initial training, CME, volume requirements) - Mammography studies must be routed exclusively to MQSA-qualified readers - MQSA requires interpretations within 30 days and patient result letters within 30 days --- ## Step 3: Turnaround Time Monitoring ### TAT Measurement Definitions | Metric | Start Point | End Point | |--------|------------|----------| | **Order-to-completion** | Study ordered | Images available for reading | | **Completion-to-preliminary** | Images available | Preliminary report issued (if applicable) | | **Completion-to-final** | Images available | Final report signed | | **Total TAT** | Study ordered | Final report signed | | **Communication TAT** | Critical finding identified | Provider notified | ### TAT Dashboard Metrics | Metric | Monitoring Frequency | Alert Threshold | |--------|---------------------|----------------| | Median TAT by priority tier | Real-time | >120% of TAT target | | 95th percentile TAT | Daily | >200% of TAT target | | STAT studies exceeding 30 min | Real-time | Any occurrence | | Oldest unread study age | Real-time | >2 hours for any ED/inpatient study | | Studies in queue by modality | Real-time | Queue >20 studies in any single section | | After-hours backlog at handoff | Morning huddle | >10 unread studies at shift change | --- ## Step 4: Worklist Optimization Strategies ### Workload Balancing | Strategy | Implementation | |----------|---------------| | Auto-assignment by subspecialty | PACS rules engine routes studies based on exam code + patient age + clinical indication | | Load-balancing across readers | Monitor per-reader volume; redistribute when disparity >20% | | Batch similar studies | Group routine screening exams (mammo, LDCT lung) for efficient batch reading | | Interleave complex and simple | Alternate complex MRI with simpler studies to prevent reader fatigue | | Time-based rebalancing | At 2-hour intervals, redistribute unread studies from overloaded queues | ### Reader Fatigue Management | Factor | Guideline | |--------|----------| | Maximum continuous reading | 4 hours without a break (ACR recommendation) | | Daily study volume cap | Practice-dependent; monitor for quality decline at high volumes | | Study complexity weighting | Weight complex studies (MRI, PET/CT) higher than simple exams in workload calculations | | Night/weekend shift | Limit to critical and urgent studies; defer routine to daytime readers | | Microbreaks | 5-minute break every 60–90 minutes to reduce perceptual errors | --- ## Step 5: Handoff and Communication Protocols ### Shift-Change Handoff Requirements | Element | Detail | |---------|--------| | Pending STAT/urgent studies | List all unread high-priority studies with age and clinical context | | Preliminary reports requiring finalization | Identify prelims needing attending review | | Active critical communications | List any in-progress critical-result notifications | | Known system issues | PACS downtime, scanner outage, staffing gaps | | Expected incoming urgent studies | Trauma in progress, ED holds, active stroke codes | | Overnight policy | Which study types can be deferred vs. must be read overnight | ### Handoff Documentation ``` RADIOLOGY SHIFT HANDOFF — [Date] [Time] Outgoing: Dr. [Name] | Incoming: Dr. [Name] STAT/Urgent pending: [count] studies - [Accession] [Study type] [Priority] [Age in queue] Preliminary reports pending finalization: [count] - [Accession] [Study type] [Prelim reader] Active critical communications: [count] - [Accession] [Finding] [Status of notification] Known system issues: [description or "none"] Expected incoming: [description or "none"] ``` --- ## Checkpoint B: Post-Draft Alignment (Mandatory) 1. Are all studies classified into the correct priority tier? 2. Are subspecialty studies routed to appropriately qualified readers? 3. Is TAT monitoring active with real-time alerts for threshold violations? 4. Is the handoff protocol completed with all pending items documented? 5. Are escalation pathways functional for delayed high-priority studies? --- ## Quality Audit - [ ] Priority tier classification is applied to every incoming study - [ ] STAT studies are identified and routed to the reading queue within 5 minutes - [ ] Subspecialty routing rules are configured and functional - [ ] MQSA-qualified readers are exclusively assigned to mammography - [ ] TAT benchmarks are defined for each priority tier - [ ] Real-time TAT monitoring is active with automated alerts - [ ] Escalation protocols are defined and tested for delayed studies - [ ] Worklist load-balancing is implemented across readers - [ ] Reader fatigue is managed with break schedules and volume monitoring - [ ] Shift handoff protocol is standardized and documented - [ ] Overnight unread studies are triaged during morning huddle - [ ] Study prioritization rules account for patient location (ED > inpatient > outpatient) - [ ] Worklist dashboard is reviewed daily by section lead - [ ] TAT performance data is reported monthly to department quality committee --- ## Guidelines 1. STAT studies always take priority regardless of worklist order — a 2-hour-old routine outpatient study does not leapfrog a 5-minute-old stroke code CT. 2. Subspecialty routing improves diagnostic accuracy — complex neuro, MSK, and pediatric cases should reach subspecialty-trained readers whenever available. 3. Mammography routing must comply with MQSA — never route mammography studies to a non-MQSA-qualified reader, even for overflow management. 4. Monitor TAT continuously, not retrospectively — a 95th-percentile TAT violation discovered monthly is too late to help the patient affected. 5. Include reader fatigue in workflow design — studies show diagnostic accuracy declines after 3–4 hours of continuous reading and beyond 40–50 complex studies per day. 6. Standardize shift handoff using a structured checklist — unstructured handoffs lose critical pending items. 7. Never defer critical or urgent studies to the next shift — if current staffing cannot cover the urgent queue, activate backup coverage per the departmental escalation protocol. 8. Track and report TAT data at the departmental level monthly and at the individual level quarterly for OPPE purposes.
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