tmb-msi-calculator

Tumor mutation burden and microsatellite instability calculation skill for immunotherapy biomarkers

509 stars

Best use case

tmb-msi-calculator is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Tumor mutation burden and microsatellite instability calculation skill for immunotherapy biomarkers

Teams using tmb-msi-calculator should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/tmb-msi-calculator/SKILL.md --create-dirs "https://raw.githubusercontent.com/a5c-ai/babysitter/main/library/specializations/domains/science/bioinformatics/skills/tmb-msi-calculator/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/tmb-msi-calculator/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How tmb-msi-calculator Compares

Feature / Agenttmb-msi-calculatorStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Tumor mutation burden and microsatellite instability calculation skill for immunotherapy biomarkers

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# TMB-MSI Calculator Skill

## Purpose
Calculate tumor mutation burden and microsatellite instability for immunotherapy biomarker assessment.

## Capabilities
- TMB calculation from VCF
- MSI status determination
- Neoantigen prediction
- HLA typing integration
- Biomarker thresholds
- Clinical report generation

## Usage Guidelines
- Calculate TMB with appropriate normalization
- Determine MSI status accurately
- Predict neoantigens for immunotherapy
- Apply clinical thresholds for reporting
- Generate actionable reports
- Document methodology and thresholds

## Dependencies
- TMBcat
- MSIsensor2
- MANTIS

## Process Integration
- Tumor Molecular Profiling (tumor-molecular-profiling)

Related Skills

typography-calculator

509
from a5c-ai/babysitter

Calculate typography scales, metrics, and responsive font sizing

prioritization-calculator

509
from a5c-ai/babysitter

Automated calculation and scoring for product prioritization frameworks including RICE, ICE, MoSCoW, and custom weighted scoring. Normalizes scores, validates inputs, and generates priority rankings with confidence intervals.

power-analysis-calculator

509
from a5c-ai/babysitter

Skill for statistical power analysis and sample size calculation

vasp-dft-calculator

509
from a5c-ai/babysitter

VASP DFT calculation skill for electronic structure, band structures, and materials property predictions

madgraph-amplitude-calculator

509
from a5c-ai/babysitter

MadGraph matrix element calculation skill for BSM physics, cross-section computation, and event generation

camb-cosmology-calculator

509
from a5c-ai/babysitter

CAMB cosmological perturbation skill for CMB power spectra, matter power spectra, and cosmological parameter estimation

power-sample-size-calculator

509
from a5c-ai/babysitter

Statistical power analysis and sample size determination

takt-time-calculator

509
from a5c-ai/babysitter

Takt time and cycle time analysis skill for production line balancing and capacity planning.

niosh-lifting-calculator

509
from a5c-ai/babysitter

NIOSH Lifting Equation calculator for manual material handling risk assessment.

asymptotic-notation-calculator

509
from a5c-ai/babysitter

Automated derivation and simplification of Big-O, Big-Omega, and Big-Theta expressions for algorithm analysis

approximation-ratio-calculator

509
from a5c-ai/babysitter

Analyze and prove approximation ratios for optimization algorithms

wind-load-calculator

509
from a5c-ai/babysitter

Wind load calculation skill per ASCE 7 for MWFRS and components and cladding