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Report Quality Review | Skills Pool

技能檔案

Report Quality Review

Monitors and improves radiology report quality through systematic audit and feedback. Use when user mentions "report quality review", "discrepancy audit", "report completeness", "addendum analysis", or needs quality assurance.

aizech1 星標2026年4月3日

職業
分類: 實驗室工具

技能內容

Report Quality Review Skill

Triggers

"report quality review"
"discrepancy audit"
"report completeness"
"addendum analysis"
"quality improvement"
"peer review"
"report turnaround"

Parameters

review_type (required): Type of quality review
- completeness - Required element adherence
- discrepancy - Error and miss analysis
- turnaround - TAT compliance monitoring
- communication - Critical result documentation
- attribution - Report signature verification
- cqi - Continuous quality improvement tracking
modality (optional): Filter by imaging type
time_range (optional): Review period - defaults to last 30 days

相關技能

快速安裝

Report Quality Review

npx skillvault add aizech/aizech-clinical-skills-skills-analytics-quality-report-quality-review-skill-md

下載 Skill 打開源碼倉庫

作者: aizech
星標: 1
更新時間: 2026年4月3日
職業

本頁內容

01Report Quality Review Skill

urgency (optional): Filter by clinical setting (ED, inpatient, outpatient)

Quality Metrics Tracked

Completeness: Required elements, comparison documentation, impression presence
Accuracy: Discrepancy rates, addendum rates, amended findings
Timeliness: TAT by setting, protocol compliance, pending report alerts
Communication: Critical result documentation, escalation compliance
Format: Structured data presence,标准化 terminology use

Output Format

Returns structured JSON with:

Quality score by metric category
Trend analysis (improving/declining)
Individual radiologist feedback (anonymized aggregates)
Improvement recommendations
Peer review learning points

Usage Examples

review_type: completeness

02

Triggers

04Quality Metrics Tracked

05Output Format

06Usage Examples

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