AgentSkillsCN

batch-compare

批量模型对比——比较多次 NONMEM 运行

SKILL.md
--- frontmatter
name: batch-compare
description: Batch model comparison - Compare multiple NONMEM runs

Batch Model Comparison

Usage

code
/batch-compare 101 102 103
/batch-compare 101-105
/batch-compare all

Protocol

Step 1: Identify Runs

Parse the argument to get list of run numbers.

Step 2: Extract Data

For each run:

r
library(aipharma)
summary <- compare_runs(run_numbers, run_dir = "models")

Step 3: Generate Comparison Table

RunDescriptionOFVdOFVnParConvergenceCovarianceAIC

Step 4: Highlight

  • •Best OFV (lowest)
  • •Significant dOFV drops (>= 3.84 for 1 df)
  • •Any failed convergence/covariance
  • •Recommendation for next steps

Output

Present formatted comparison table with recommendations.