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Cross Reference Linking

skill-aizech-clinical-skills-cross-reference-linking · by aizech

Links current findings to priors, related literature, and correlated data. Use when user mentions "compare to priors", "find prior studies", "correlate with", "longitudinal comparison", or needs historical context.

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Install

$ agentstack add skill-aizech-clinical-skills-cross-reference-linking

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Security review

✓ Passed

No 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.

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Reliability & compatibility

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3mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

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About

Cross-Reference Linking Skill

Triggers

  • "compare to priors"
  • "find prior studies"
  • "correlate with"
  • "longitudinal comparison"
  • "followup from"
  • "related findings"
  • "pathology correlation"

Parameters

  • reference_type (required): Type of cross-reference needed
  • prior_studies - Historical imaging comparison
  • literature - Relevant published cases or studies
  • followup - Sequential study comparison
  • multimodality - Different modality correlation
  • pathology - Radiology-pathology correlation
  • clinical - EHR/clinical data correlation
  • finding_summary (required): Current finding to cross-reference
  • patient_id (optional): Patient identifier for prior search
  • date_range (optional): Time window for prior search

Cross-Reference Types

Prior Study Comparison

  • Modality, date, and key findings of historical studies
  • Size/dimension comparisons for measurable findings
  • Density/signal intensity comparisons
  • Change assessment (stable, improved, progressed)

Literature Correlation

  • Similar published cases
  • Expected imaging appearances
  • Atypical presentations
  • Prognostic implications

Pathology Correlation

  • Common pathologies for imaging appearance
  • Staging implications (TNM, etc.)
  • Molecular markers and imaging correlates
  • Treatment response patterns

Clinical Correlation

  • Lab values relevant to imaging findings
  • Symptoms and clinical history
  • Treatment history and timeline

Output Format

Returns structured JSON with:

  • Prior finding references with dates
  • Comparison metrics (size, characteristics)
  • Change assessment with confidence
  • Recommendations for followup
  • Related literature citations

Usage Examples

reference_type: prior_studies
finding_summary: 2.5 cm lung nodule right upper lobe
patient_id: MRN12345

reference_type: pathology
finding_summary: irregular spiculated mass left lower lobe

reference_type: followup
finding_summary: 1.2 cm thyroid nodule compared to 6 months prior

Data Sources

  • PACS for prior imaging studies
  • RIS for structured reports
  • EHR for clinical correlation
  • Literature databases for research correlation
  • Pathology system for radiology-pathology correlation

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.