How do I install the Scaffold Design Optimizer skill?

Run npx skillmds@latest add a5c-ai/scaffold-design-optimizer in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Scaffold Design Optimizer safe to use?

This skill has not completed SkillMD's automated safety review yet. Independent scanners report: SkillSpector: PASS, Skill Scanner: PASS. Capability flags: docs only. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Scaffold Design Optimizer?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Scaffold Design Optimizer free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Scaffold Design Optimizer?

a5c-ai (@a5c-ai) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Scaffold Design Optimizer by a5c-ai

Name: Scaffold Design Optimizer
Rating: 4.2 (5 reviews)
Author: a5c-ai

File contents

Scaffold Design Optimizer Skill

Purpose

The Scaffold Design Optimizer Skill supports tissue engineering scaffold design, optimizing pore architecture, porosity, and mechanical properties for specific tissue regeneration applications.

Capabilities

Pore architecture design (gradient, uniform)
Porosity calculation and optimization
Mechanical property prediction
Degradation rate modeling
Surface area calculation
Nutrient transport modeling
Fabrication parameter recommendations
Cell seeding optimization
Vascularization considerations
Material selection guidance
CAD model generation

Usage Guidelines

When to Use

Designing tissue engineering scaffolds
Optimizing scaffold architecture
Predicting scaffold performance
Selecting fabrication methods

Prerequisites

Target tissue defined
Mechanical requirements established
Material options identified
Fabrication capabilities known

Best Practices

Match pore size to target tissue
Balance porosity with mechanical strength
Consider degradation timeline
Validate with cell studies

Process Integration

This skill integrates with the following processes:

Scaffold Fabrication and Characterization
Cell Culture and Tissue Construct Development
Biomaterial Selection and Characterization
Design Control Process Implementation

Dependencies

CAD software
Lattice structure generators
FEA tools
Tissue engineering literature
Fabrication equipment specs

Configuration

scaffold-design-optimizer:
  architecture-types:
    - gyroid
    - diamond
    - cubic
    - gradient
    - random
  target-tissues:
    - bone
    - cartilage
    - skin
    - vascular
    - neural
  optimization-objectives:
    - porosity
    - pore-size
    - mechanical-strength
    - permeability

Output Artifacts

Scaffold design specifications
CAD models
Porosity calculations
Mechanical property predictions
Degradation profiles
Fabrication parameters
Cell seeding protocols
Characterization plans

Quality Criteria

Design meets tissue requirements
Porosity appropriate for application
Mechanical properties adequate
Degradation rate matched to healing
Fabrication feasible
Documentation supports regulatory review

---name: scaffold-design-optimizerdescription: Tissue engineering scaffold design optimization skill for pore size, porosity, and mechanical properties--- # Scaffold Design Optimizer Skill ## Purpose The Scaffold Design Optimizer Skill supports tissue engineering scaffold design, optimizing pore architecture, porosity, and mechanical properties for specific tissue regeneration applications. ## Capabilities - Pore architecture design (gradient, uniform) - Porosity calculation and optimization - Mechanical property prediction - Degradation rate modeling - Surface area calculation - Nutrient transport modeling - Fabrication parameter recommendations - Cell seeding optimization - Vascularization considerations - Material selection guidance - CAD model generation ## Usage Guidelines ### When to Use - Designing tissue engineering scaffolds - Optimizing scaffold architecture - Predicting scaffold performance - Selecting fabrication methods ### Prerequisites - Target tissue defined - Mechanical requirements established - Material options identified - Fabrication capabilities known ### Best Practices - Match pore size to target tissue - Balance porosity with mechanical strength - Consider degradation timeline - Validate with cell studies ## Process Integration This skill integrates with the following processes: - Scaffold Fabrication and Characterization - Cell Culture and Tissue Construct Development - Biomaterial Selection and Characterization - Design Control Process Implementation ## Dependencies - CAD software - Lattice structure generators - FEA tools - Tissue engineering literature - Fabrication equipment specs ## Configuration ```yaml scaffold-design-optimizer: architecture-types: - gyroid - diamond - cubic - gradient - random target-tissues: - bone - cartilage - skin - vascular - neural optimization-objectives: - porosity - pore-size - mechanical-strength - permeability ``` ## Output Artifacts - Scaffold design specifications - CAD models - Porosity calculations - Mechanical property predictions - Degradation profiles - Fabrication parameters - Cell seeding protocols - Characterization plans ## Quality Criteria - Design meets tissue requirements - Porosity appropriate for application - Mechanical properties adequate - Degradation rate matched to healing - Fabrication feasible - Documentation supports regulatory review

Frequently asked questions

Scaffold Design Optimizer