bioreactor-protocol-generator
Bioreactor culture protocol development skill for tissue construct maturation
What this skill does
# 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
```yaml
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
Related in General
modeling-omnistudio-epc-catalog
IncludedSalesforce Industries CME EPC product-modeling skill for Product2-based catalog creation. Use when creating EPC products, configuring product attributes, building offer bundles with Product Child Items, or reviewing EPC DataPack JSON metadata for product catalog changes. TRIGGER when: user creates or updates Product2 EPC records, AttributeAssignment payloads, AttributeMetadata/AttributeDefaultValues, Offer bundles, or ProductChildItem relationships. DO NOT TRIGGER when: designing OmniScripts/FlexCards/Integration Procedures (use building-omnistudio-omniscript, building-omnistudio-flexcard, or building-omnistudio-integration-procedure), implementing Apex business logic (use generating-apex), or troubleshooting deployment pipelines (use deploying-metadata).
relationship-science-coach
IncludedUse this skill for direct, practical adult relationship coaching: couples conflict, repair, trust, marriage, dating, flirting, attachment patterns, emotional connection, sex, desire differences, eroticism, kink negotiation, affection, love languages, breakups, and long-term passion. Draw on Gottman, EFT and Hold Me Tight, attachment science, modern sex research, Perel, Nagoski, Kerner, Schnarch, Love and Stosny, and flexible love-language tools. Be concrete and low-hedge. Redirect only for imminent danger, abuse, coercive control, minors, non-consent, self-harm, stalking, or medical/legal/psychiatric decisions.
building-sf-integrations
IncludedSalesforce integration architecture and runtime plumbing with 120-point scoring. Use this skill to set up Named Credentials, External Credentials, External Services, REST/SOAP callout patterns, Platform Events, and Change Data Capture. TRIGGER when: user sets up Named Credentials, External Services, REST/SOAP callouts, Platform Events, CDC, or touches .namedCredential-meta.xml files. DO NOT TRIGGER when: Connected App/OAuth config (use configuring-connected-apps), Apex-only logic (use generating-apex), or data import/export (use handling-sf-data).
venue-templates
IncludedAccess comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), academic conferences (NeurIPS, ICML, CVPR, CHI), research posters, and grant proposals (NSF, NIH, DOE, DARPA). This skill should be used when preparing manuscripts for journal submission, conference papers, research posters, or grant proposals and need venue-specific formatting requirements and templates.
let-fate-decide
IncludedDraws the 12 Houses of the Zodiac Tarot spread to inject entropy into planning when prompts are vague, ambiguous, or casually delegated. Interprets the spread to guide next steps. Use when the user says 'let fate decide', 'YOLO', 'whatever', 'idk', or other nonchalant phrases, makes Yu-Gi-Oh references, or when you are about to arbitrarily pick between multiple reasonable approaches. Prefer over ask-questions-if-underspecified when the user's tone is casual or playful rather than precision-seeking.
net-ops
IncludedCross-platform network troubleshooting (Windows, macOS, Linux) via local or remote shell. Use for: DNS broken, can't resolve hostnames, nslookup/dig works but apps fail, NRPT, WFP, scutil, /etc/resolver, systemd-resolved, /etc/resolv.conf, NetworkManager, VPN DNS leak residue (ProtonVPN/Mullvad/WireGuard/AnyConnect), AV/firewall blocking DNS or DoH, Tailscale DNS interaction, intermittent connectivity, remote diagnostics over SSH.