ReddRadar
Agent skill
bioreactor-protocol-generator
Bioreactor culture protocol development skill for tissue construct maturation
Install this agent skill to your Project
npx add-skill https://github.com/a5c-ai/babysitter/tree/main/library/specializations/domains/science/biomedical-engineering/skills/bioreactor-protocol-generator
Metadata
Additional technical details for this skill
- domain
- science
- category
- Tissue Engineering
- skill id
- BME-SK-030
- specialization
- biomedical-engineering
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
Recommended Agent Skills
Expand your agent's capabilities with these related and highly-rated skills.
a5c-ai/babysitter
gsd-tools
Central utility skill for GSD operations. Provides config parsing, slug generation, timestamps, path operations, and orchestrates calls to other specialized skills. Acts as the unified entry point that the original gsd-tools.cjs provided via its lib/ modules (commands, config, core, init).
a5c-ai/babysitter
model-profile-resolution
Resolve model profile (quality/balanced/budget) at orchestration start and map agents to specific models. Enables cost/quality tradeoffs by selecting appropriate AI models for each agent role.
a5c-ai/babysitter
verification-suite
Plan structure validation, phase completeness checks, reference integrity verification, and artifact existence confirmation. Provides the structured verification layer ensuring GSD artifacts are well-formed and complete.
a5c-ai/babysitter
state-management
STATE.md reading, writing, and field-level updates. Provides cross-session state persistence via .planning/STATE.md with structured fields for current task, completed phases, blockers, decisions, and quick tasks.
a5c-ai/babysitter
git-integration
Git commit patterns, formats, and conventions for GSD methodology. Provides atomic commits per task, structured commit messages, planning file commits, branch management, and milestone tag operations.
a5c-ai/babysitter
frontmatter-parsing
YAML frontmatter parsing and manipulation for .planning/ documents. Provides read, write, update, query, and validation operations on frontmatter blocks in GSD markdown artifacts.
Didn't find tool you were looking for?