multimodal-analysis
Analyzes medical images (X-ray, MRI, CT) using multimodal LLMs to identify anomalies and generate reports.
# Protocol Writing — Reproducible Lab Protocols & SOPs
--- name: protocol-writing description: # Protocol Writing — Reproducible Lab Protocols & SOPs --- # Protocol Writing — Reproducible Lab Protocols & SOPs ## Overview Write clear, reproducible experimental protocols and Standard Operating Procedures (SOPs) for any scientific discipline. ## Structure 1. **Title and Version** — Protocol name, version number, date, author 2. **Purpose** — What this protocol achieves and when to use it 3. **Safety** — Hazards, PPE requirements, waste disposal 4. **Materials** — Exact reagents (catalog numbers, lot numbers), equipment, consumables 5. **Preparation** — Buffer recipes, stock solutions, equipment setup 6. **Procedure** — Numbered steps with exact quantities, temperatures, times, speeds 7. **Quality Control** — Expected results, acceptance criteria, troubleshooting 8. **Data Recording** — What to record, where, in what format 9. **References** — Published methods this protocol is based on ## Key Principles - **Exact quantities**: "Add 2.5 mL" not "add some" - **Catalog numbers**: Every reagent identified by manufacturer and catalog number - **Time precision**: "Incubate for 30 min at 37°C" not "incubate for a while" - **Critical steps**: Mark steps where deviation causes failure - **Troubleshooting table**: Common problems and solutions - **Version control**: Track changes between protocol versions--- name: protocol-writing description: # Protocol Writing — Reproducible Lab Protocols & SOPs --- # Protocol Writing — Reproducible Lab Protocols & SOPs ## Overview Write clear, reproducible experimental protocols and Standard Operating Procedures (SOPs) for any scientific discipline. ## Structure 1. **Title and Version** — Protocol name, version number, date, author 2. **Purpose** — What this protocol achieves and when to use it 3. **Safety** — Hazards, PPE requirements, waste disposal 4. **Materials** — Exact reagents (catalog numbers, lot numbers), equipment, consumables 5. **Preparation** — Buffer recipes, stock solutions, equipment setup 6. **Procedure** — Numbered steps with exact quantities, temperatures, times, speeds 7. **Quality Control** — Expected results, acceptance criteria, troubleshooting 8. **Data Recording** — What to record, where, in what format 9. **References** — Published methods this protocol is based on ## Key Principles - **Exact quantities**: "Add 2.5 mL" not "add some" - **Catalog numbers**: Every reagent identified by manufacturer and catalog number - **Time precision**: "Incubate for 30 min at 37°C" not "incubate for a while" - **Critical steps**: Mark steps where deviation causes failure - **Troubleshooting table**: Common problems and solutions - **Version control**: Track changes between protocol versions
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