Generate professional prior authorization request letters for insurance companies with proper clinical justification and formatting.

Prepare input files for molecular docking software, automatically determine

Generate PyMOL scripts to highlight specific protein residues in PDB

Clinical trial protocol deviation classification tool, based on GCP and ICH E6 guidelines, automatically determines whether deviations belong to "major deviations" or "minor deviations".

Predict challenging questions for presentations and prepare responses

Use when creating radiology educational quizzes, preparing board exam questions, or studying medical imaging cases. Generates interactive quizzes with X-ray, CT, MRI, and ultrasound images for medical education.

Generate block randomization lists for RCTs

Map patient symptoms to Human Phenotype Ontology terms for gene diagnosis.

Scan reagent barcodes or IDs, log expiration dates, and generate multi-level alerts before reagent expiry to support laboratory inventory management.

Find validated alternative reagents based on literature citation data.

Use rebuttal letter strategist for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.

Helps faculty and mentors draft standardized recommendation letters for.

One-click synchronization and standardization of reference formats in literature management tools, intelligently fixing metadata errors.

Generate medical referral letters with patient summary, reason for referral.

Mock interview preparation tool for residency Match interviews. Generates.

Track manuscript resubmission deadlines and automatically generate phase-appropriate task breakdowns for academic researchers based on remaining time.

Automatically scan document reference lists and check against Retraction.

Basic sample size calculator for clinical research planning with common

Advanced sample size and power calculations for complex study designs including survival analysis, clustered designs, and multiple comparisons.

Use sanger chromatogram qa for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries.

Automatically summarize scientific podcasts like Huberman Lab and Nature.

Auto-annotate cell clusters from single-cell RNA data using marker genes.

Extract hazard codes and safety info from chemical safety datasheets.

Use semantic consistency auditor for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.

A skill for performing sequence alignment using NCBI BLAST API. Supports nucleotide and protein sequence comparison against major biological databases.

Generate qPCR/ELISA dilution protocols with precise pipetting steps

Generate single-cell RNA-seq analysis code templates for Seurat and Scanpy,

Use smart journal monitor for evidence insight workflows that need structured execution, explicit assumptions, and clear output boundaries.

Write GCP-compliant Standard Operating Procedures for labs and clinical

Map spatial transcriptomics data from 10x Genomics Visium/Xenium onto.

Recommends appropriate statistical methods (T-test vs ANOVA, etc.) based.

Use study limitations drafter for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.

Generates Kaplan-Meier survival curves, calculates survival statistics

Design gene circuits for synthetic biology applications

Automated generation of baseline characteristics tables (Table 1) for clinical research papers.

Score the novelty of biological targets through literature mining and.

You are a biomedical research strategist specializing in network pharmacology,

Use when converting medical text between academic and patient-friendly tones, translating medical jargon for patients, adapting research papers for public audiences, or rewriting clinical notes for patient handouts. Maintains medical accuracy while adjusting readability level.

Assess translational gaps between preclinical models and human diseases.

Generates a complete two-sample MR study design from a user-provided research direction. Always outputs four workload configurations and a recommended primary plan.

Mine unstructured clinical text from MIMIC-IV to extract diagnostic logic.

Convert complex Venn diagrams with more than 4 sets to clearer Upset.

Generate USMLE Step 1/2 style clinical cases with patient history, physical.

Integrate REVEL, CADD, PolyPhen scores to predict variant pathogenicity.

Generates detailed text descriptions of medical images and charts for.

Guide for disposing specific chemical wastes into the correct colored waste containers, with safety precautions and regulatory compliance notes.

Western Blot troubleshooting guide with step-by-step solutions

Automatically identify Western Blot gel bands, perform densitometric analysis, and calculate normalized values relative to loading controls.

Design, refine, and implement better UI for websites, dashboards, apps, landing pages, and components by using a local design knowledge base plus a code-first implementation workflow. Use when the goal is not just to get style ideas, but to turn a chosen visual direction into real interface code that looks more polished, more intentional, and less like generic AI UI. Especially useful for choosing styles, colors, typography, layout patterns, UX guidelines, chart types, generating a project-specific design system, and then coding the UI to match that system.

Install and work within a Muster co-working space. Tell your agent 'Install Muster' — it handles everything. Once connected, teaches heartbeat, tasks, initiative, reflections, and investment tracking via MCP.