Design of Experiments skill for systematic optimization of nanomaterial synthesis and processing
Designs systematic experiments to optimize nanomaterial synthesis processes and analyze results.
npx claudepluginhub a5c-ai/babysitterThis skill is limited to using the following tools:
The Experiment Planner DOE skill provides systematic experimental design for nanomaterial synthesis and processing optimization, enabling efficient exploration of parameter space and robust process development.
Design Selection
Execution Planning
Analysis
{
"factors": [{
"name": "string",
"low": "number",
"high": "number",
"type": "continuous|categorical"
}],
"responses": ["string"],
"design_type": "factorial|fractional|rsm|taguchi",
"constraints": {
"max_runs": "number",
"blocking": "boolean"
}
}
{
"design": {
"type": "string",
"runs": "number",
"run_table": [{
"run": "number",
"factors": {},
"block": "number"
}]
},
"analysis": {
"anova_table": {},
"significant_factors": ["string"],
"r_squared": "number"
},
"optimization": {
"optimal_settings": {},
"predicted_response": "number",
"confidence_interval": {"lower": "number", "upper": "number"}
}
}
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Search, retrieve, and install Agent Skills from the prompts.chat registry using MCP tools. Use when the user asks to find skills, browse skill catalogs, install a skill for Claude, or extend Claude's capabilities with reusable AI agent components.
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