Babysitter bioreactor-protocol-generator

Bioreactor culture protocol development skill for tissue construct maturation

install

source · Clone the upstream repo

git clone https://github.com/a5c-ai/babysitter

Claude Code · Install into ~/.claude/skills/

T=$(mktemp -d) && git clone --depth=1 https://github.com/a5c-ai/babysitter "$T" && mkdir -p ~/.claude/skills && cp -r "$T/library/specializations/domains/science/biomedical-engineering/skills/bioreactor-protocol-generator" ~/.claude/skills/a5c-ai-babysitter-bioreactor-protocol-generator && rm -rf "$T"

manifest: library/specializations/domains/science/biomedical-engineering/skills/bioreactor-protocol-generator/SKILL.md

Bioreactor Protocol Generator Skill

Purpose

The Bioreactor Protocol Generator Skill develops culture protocols for tissue construct maturation in bioreactor systems, optimizing mechanical conditioning and perfusion parameters.

Capabilities

Bioreactor type selection guidance
Mechanical conditioning protocol design
Perfusion flow rate optimization
Gas exchange parameter calculation
Culture duration recommendations
Monitoring parameter identification
Aseptic technique checklists
Media formulation guidance
Stimulation regime design
Scale-up considerations
Quality control protocols

Usage Guidelines

When to Use

Developing bioreactor culture protocols
Optimizing tissue maturation
Scaling up tissue production
Establishing quality controls

Prerequisites

Scaffold design finalized
Cell source identified
Bioreactor system selected
Target tissue properties defined

Best Practices

Start with literature-based parameters
Monitor key indicators continuously
Implement aseptic protocols rigorously
Document all parameter changes

Process Integration

This skill integrates with the following processes:

Cell Culture and Tissue Construct Development
Scaffold Fabrication and Characterization
Design Control Process Implementation
Verification and Validation Test Planning

Dependencies

Bioreactor specifications
Culture optimization literature
Media suppliers
Monitoring equipment
Aseptic processing guidelines

Configuration

bioreactor-protocol-generator:
  bioreactor-types:
    - spinner-flask
    - rotating-wall
    - perfusion
    - compression
    - tensile
  stimulation-modes:
    - mechanical
    - electrical
    - magnetic
    - combined
  monitoring-parameters:
    - pH
    - dissolved-oxygen
    - glucose
    - lactate

Output Artifacts

Bioreactor selection rationale
Culture protocols
Stimulation parameters
Media specifications
Monitoring schedules
Aseptic procedures
Quality control criteria
Scale-up plans

Quality Criteria

Protocol achieves target tissue properties
Parameters within equipment capabilities
Monitoring adequate for process control
Aseptic technique ensures sterility
Documentation supports reproducibility
Scale-up considerations addressed