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.
Install
$ agentstack add skill-aizech-clinical-skills-report-quality-review ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Links to your public security report.[](https://agentstack.voostack.com/security/report/skill-aizech-clinical-skills-report-quality-review) Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
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 reviewcompleteness- Required element adherencediscrepancy- Error and miss analysisturnaround- TAT compliance monitoringcommunication- Critical result documentationattribution- Report signature verificationcqi- Continuous quality improvement trackingmodality(optional): Filter by imaging typetime_range(optional): Review period - defaults to last 30 daysurgency(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
modality: CT
time_range: last_month
review_type: discrepancy
time_range: last_quarter
urgency: EDIntegration Points
- RIS for report content and timestamps
- PACS for comparison study tracking
- Communication logs for critical result verification
- Peer review system for discrepancy classification
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: aizech
- Source: aizech/clinical-skills
- License: MIT
- Homepage: https://www.corpusanalytica.com/skills/
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.