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clinical-reports

Write comprehensive clinical reports including case reports (CARE guidelines), diagnostic reports (radiology/pathology/lab), clinical trial reports (ICH-E3, SAE, CSR), and patient documentation (SOAP, H&P, discharge summaries). Full support with templates, regulatory complianc...

Install / Use

npx skills add aipoch/medical-research-skills --skill clinical-reports

Installs into whichever agent you are using.

About this skill
📄

SKILL.md

Installable skill definition

Quality Score

81/100

Supported Platforms

Universal

Our assessment of clinical-reports

clinical-reports scores 81/100 on our quality scale, 889th of 1,158 Content & Media skills we index.

Its SKILL.md is 40 KB long, well organised into 51 sections with 1 code example: long enough that it reads more like full documentation than a focused instruction file, which agents can find harder to follow.

With 1,916 GitHub stars, it is one of the more widely adopted skills in the catalogue.

Substance
21/30
Structure
17/20
Description
15/15
Adoption
14/20
Freshness
15/15

Maintenance, license and trust

  • The repository was last updated 15 days ago, so clinical-reports is actively maintained.
  • It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
  • Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.

clinical-reports compared with similar skills

All 4 of these similar skills score higher than clinical-reports; compare them before choosing.

SkillScoreStarsUpdatedFormat
clinical-reports (this skill)by aipoch811.9k15d agoSKILL.md
Agent-Reachby Panniantong10088.1k17d agoCLAUDE.md
siyuanby siyuan-note10046.6ktodayMCP Server
algorithmic-artby anthropics100177.9k10d agoSKILL.md
pptxby anthropics100177.9k10d agoSKILL.md

Frequently asked questions

How do I install clinical-reports?
Run npx skills add aipoch/medical-research-skills --skill clinical-reports. The install tabs above show the steps for each supported agent.
Which AI agents does clinical-reports work with?
It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
Is clinical-reports safe to use?
It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
Is clinical-reports still maintained?
The repository was last updated 15 days ago, so clinical-reports is actively maintained.

name: clinical-reports description: Write comprehensive clinical reports including case reports (CARE guidelines), diagnostic reports (radiology/pathology/lab), clinical trial reports (ICH-E3, SAE, CSR), and patient documentation (SOAP, H&P, discharge summaries). Full support with templates, regulatory complianc... license: MIT author: AIPOCH

Source: https://github.com/aipoch/medical-research-skills

Clinical Report Writing

When NOT to Use

  • Do not use for writing research manuscripts (Introduction, Methods, Results sections — use a scientific writing skill).
  • Do not use for statistical analysis of clinical data (use a statistical modeling skill).
  • Do not use for IRB protocol writing (use a protocol design skill).
  • Do not use when patient data has not been de-identified and no consent is documented.

TL;DR

| Report Type | Key Template | Regulatory Standard | |-------------|-------------|-------------------| | Case Report | CARE guidelines | HIPAA de-identification | | Radiology Report | Structured (Findings→Impression) | ACR lexicon | | Pathology Report | Synoptic (CAP protocol) | TNM staging | | SAE Report | ICH-E2A timeline | 7/15 day reporting | | CSR | ICH-E3 structure | 21 CFR Part 312 | | SOAP Note | S→O→A→P | Medical records standard | | Discharge Summary | Required elements list | TJC compliance |

Overview

Clinical report writing is the process of documenting medical information with precision, accuracy, and compliance with regulatory standards. This skill covers four major categories of clinical reports: case reports for journal publication, diagnostic reports for clinical practice, clinical trial reports for regulatory submission, and patient documentation for medical records. Apply this skill for healthcare documentation, research dissemination, and regulatory compliance.

Critical Principle: Clinical reports must be accurate, complete, objective, and compliant with applicable regulations (HIPAA, FDA, ICH-GCP). Patient privacy and data integrity are paramount. All clinical documentation must support evidence-based decision-making and meet professional standards.

When to Use This Skill

This skill should be used when:

  • Writing clinical case reports for journal submission (CARE guidelines)
  • Creating diagnostic reports (radiology, pathology, laboratory)
  • Documenting clinical trial data and adverse events
  • Preparing clinical study reports (CSR) for regulatory submission
  • Writing patient progress notes, SOAP notes, and clinical summaries
  • Drafting discharge summaries, H&P documents, or consultation notes
  • Ensuring HIPAA compliance and proper de-identification
  • Validating clinical documentation for completeness and accuracy
  • Preparing serious adverse event (SAE) reports
  • Creating data safety monitoring board (DSMB) reports

Visual Enhancement with Scientific Schematics

⚠️ MANDATORY: Every clinical report MUST include at least 1 AI-generated figure using the scientific-schematics skill.

This is not optional. Clinical reports benefit greatly from visual elements. Before finalizing any document:

  1. Generate at minimum ONE schematic or diagram (e.g., patient timeline, diagnostic algorithm, or treatment workflow)
  2. For case reports: include clinical progression timeline
  3. For trial reports: include CONSORT flow diagram

How to generate figures:

  • Use the scientific-schematics skill to generate AI-powered publication-quality diagrams
  • Simply describe your desired diagram in natural language
  • Nano Banana Pro will automatically generate, review, and refine the schematic

How to generate schematics:

python scripts/generate_schematic.py "your diagram description" -o figures/output.png

The AI will automatically:

  • Create publication-quality images with proper formatting
  • Review and refine through multiple iterations
  • Ensure accessibility (colorblind-friendly, high contrast)
  • Save outputs in the figures/ directory

When to add schematics:

  • Patient case timelines and clinical progression diagrams
  • Diagnostic algorithm flowcharts
  • Treatment protocol workflows
  • Anatomical diagrams for case reports
  • Clinical trial participant flow diagrams (CONSORT)
  • Adverse event classification trees
  • Any complex concept that benefits from visualization

For detailed guidance on creating schematics, refer to the scientific-schematics skill documentation.


Core Capabilities

1. Clinical Case Reports for Journal Publication

Clinical case reports describe unusual clinical presentations, novel diagnoses, or rare complications. They contribute to medical knowledge and are published in peer-reviewed journals.

CARE Guidelines Compliance

The CARE (CAse REport) guidelines provide a standardized framework for case report writing. All case reports should follow this checklist:

Title

  • Include the words "case report" or "case study"
  • Indicate the area of focus
  • Example: "Unusual Presentation of Acute Myocardial Infarction in a Young Patient: A Case Report"

Keywords

  • 2-5 keywords for indexing and searchability
  • Use MeSH (Medical Subject Headings) terms when possible

Abstract (structured or unstructured, 150-250 words)

  • Introduction: What is unique or novel about the case?
  • Patient concerns: Primary symptoms and key medical history
  • Diagnoses: Primary and secondary diagnoses
  • Interventions: Key treatments and procedures
  • Outcomes: Clinical outcome and follow-up
  • Conclusions: Main takeaway or clinical lesson

Introduction

  • Brief background on the medical condition
  • Why this case is novel or important
  • Literature review of similar cases (brief)
  • What makes this case worth reporting

Patient Information

  • Demographics (age, sex, race/ethnicity if relevant)
  • Medical history, family history, social history
  • Relevant comorbidities
  • De-identification: Remove or alter 18 HIPAA identifiers
  • Patient consent: Document informed consent for publication

Clinical Findings

  • Chief complaint and presenting symptoms
  • Physical examination findings
  • Timeline of symptoms (consider timeline figure or table)
  • Relevant clinical observations

Timeline

  • Chronological summary of key events
  • Dates of symptoms, diagnosis, interventions, outcomes
  • Can be presented as a table or figure
  • Example format:
    • Day 0: Initial presentation with symptoms X, Y, Z
    • Day 2: Diagnostic test A performed, revealed finding B
    • Day 5: Treatment initiated with drug C
    • Day 14: Clinical improvement noted
    • Month 3: Follow-up examination shows complete resolution

Diagnostic Assessment

  • Diagnostic tests performed (labs, imaging, procedures)
  • Results and interpretation
  • Differential diagnosis considered
  • Rationale for final diagnosis
  • Challenges in diagnosis

Therapeutic Interventions

  • Medications (names, dosages, routes, duration)
  • Procedures or surgeries performed
  • Non-pharmacological interventions
  • Reasoning for treatment choices
  • Alternative treatments considered

Follow-up and Outcomes

  • Clinical outcome (resolution, improvement, unchanged, worsened)
  • Follow-up duration and frequency
  • Long-term outcomes if available
  • Patient-reported outcomes
  • Adherence to treatment

Discussion

  • Strengths and novelty of the case
  • How this case compares to existing literature
  • Limitations of the case report
  • Potential mechanisms or explanations
  • Clinical implications and lessons learned
  • Unanswered questions or areas for future research

Patient Perspective (optional but encouraged)

  • Patient's experience and viewpoint
  • Impact on quality of life
  • Patient-reported outcomes
  • Quote from patient if appropriate

Informed Consent

  • Statement documenting patient consent for publication
  • If patient deceased or unable to consent, describe proxy consent
  • For pediatric cases, parental/guardian consent
  • Example: "Written informed consent was obtained from the patient for publication of this case report and accompanying images. A copy of the written consent is available for review by the Editor-in-Chief of this journal."

For detailed CARE guidelines, refer to references/case_report_guidelines.md.

Journal-Specific Requirements

Different journals have specific formatting requirements:

  • Word count limits (typically 1500-3000 words)
  • Number of figures/tables allowed
  • Reference style (AMA, Vancouver, APA)
  • Structured vs. unstructured abstract
  • Supplementary materials policies

Check journal instructions for authors before submission.

De-identification and Privacy

18 HIPAA Identifiers to Remove or Alter:

  1. Names
  2. Geographic subdivisions smaller than state
  3. Dates (except year)
  4. Telephone numbers
  5. Fax numbers
  6. Email addresses
  7. Social Security numbers
  8. Medical record numbers
  9. Health plan beneficiary numbers
  10. Account numbers
  11. Certificate/license numbers
  12. Vehicle identifiers and serial numbers
  13. Device identifiers and serial numbers
  14. Web URLs
  15. IP addresses
  16. Biometric identifiers
  17. Full-face photographs
  18. Any other unique identifying characteristic

Best Practices:

  • Use "the patient" instead of names
  • Report age ranges (e.g., "a woman in her 60s") or exact age if relevant
  • Use approximate dates or time intervals (e.g., "3 months prior")
  • Remove institution names unless necessary
  • Blur or crop identifying features in images
  • Obtain explicit consent for any potentially identifying information

2. Clinical Diagnostic Reports

Diagnostic reports communicate findings from imaging studies, pathological examinations, and laboratory tests. They must be clear, accurate, and actionable.

Radiology Reports

Radiology reports follow a standardized structure to ensure clarity and completeness.

Standard Structure:

1. Patient Demographics

  • Patient name (or ID in research contexts)
  • Date of birth or age
  • Medical record number
  • Examination date and time

2. Clinical Indication

  • Reason for examination
  • Relevant clinical history
  • Specific clinical question to be answered
  • Example: "Rule out pulmonary embolism in patient with acute dyspnea"

3. Technique

  • Imaging modality (X-ray, CT, MRI, ultrasound, PET, etc.)
  • Anatomical region examined
  • Contrast administration (type, route, volume)
  • Protocol or sequence used
  • Technical quality and limitations
  • Example: "Contrast-enhanced CT of the chest, abdomen, and pelvis was performed using 100 mL of intravenous iodinated contrast. Oral contrast was not administered."

4. Comparison

  • Prior imaging studies available for comparison
  • Dates of prior studies
  • Stability or change from prior imaging
  • Example: "Comparison: CT chest from [date]"

5. Findings

  • Systematic description of imaging findings
  • Organ-by-organ or region-by-region approach
  • Positive findings first, then pertinent negatives
  • Measurements of lesions or abnormalities
  • Use of standardized terminology (ACR lexicon, RadLex)
  • Example:
    • Lungs: Bilateral ground-glass opacities, predominant in the lower lobes. No consolidation or pleural effusion.
    • Mediastinum: No lymphadenopathy. Heart size normal.
    • Abdomen: Liver, spleen, pancreas unremarkable. No free fluid.

6. Impression/Conclusion

  • Concise summary of key findings
  • Answers to the clinical question
  • Differential diagnosis if applicable
  • Recommendations for follow-up or additional studies
  • Level of suspicion or diagnostic certainty
  • Example:
    • "1. Bilateral ground-glass opacities consistent with viral pneumonia or atypical infection. COVID-19 cannot be excluded. Clinical correlation recommended.
      1. No evidence of pulmonary embolism.
      1. Recommend follow-up imaging in 4-6 weeks to assess resolution."

Structured Reporting:

Many radiology departments use structured reporting templates for common examinations:

  • Lung nodule reporting (Lung-RADS)
  • Breast imaging (BI-RADS)
  • Liver imaging (LI-RADS)
  • Prostate imag

Truncated for display — read the full file on GitHub.

Related Skills

View on GitHub
GitHub Stars1.9k
CategoryContent
Updated15d ago
Forks175

Languages

Python

Trust signals

100/100

From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.

No cautions