itc-analysis
49Command
Orchestrate indirect treatment comparison workflows across pairwise meta-analysis, NMA, MAIC, STC, and ML-NMR.
Command
Orchestrate indirect treatment comparison workflows across pairwise meta-analysis, NMA, MAIC, STC, and ML-NMR.
Command
Review indirect treatment comparison code and methods for scientific validity and implementation quality.
Skill Claude CodeCodex
Deep methodology knowledge for MAIC including assumptions, weight diagnostics, ESS interpretation, and anchored vs unanchored decisions. Use when conducting or reviewing MAIC analyses.
Skill Claude CodeCodex
Deep methodology knowledge for ML-NMR including IPD/AgD integration, population adjustment, numerical integration, and prediction to target populations. Use when conducting or reviewing ML-NMR analyses.
Skill Claude CodeCodex
Deep methodology knowledge for network meta-analysis including transitivity, consistency assessment, treatment rankings, and model selection. Use when conducting or reviewing NMA.
Skill Claude CodeCodex
Deep methodology knowledge for pairwise meta-analysis including fixed vs random effects, heterogeneity assessment, publication bias, and sensitivity analysis. Use when conducting or reviewing pairwise MA.
Skill Claude CodeCodex
Deep methodology knowledge for STC including outcome regression, effect modifier selection, covariate centering, and comparison with MAIC. Use when conducting or reviewing STC analyses.
Skill Claude CodeCodex
Master tidy modelling patterns for ITC analyses following TMwR principles. Covers workflow structure, consistent interfaces, reproducibility best practices, and data validation. Use when setting up ITC analysis projects or building pipelines.
Plugin Claude Code
Expert agents for R data science and biostatistics using tidyverse and tidymodels.
Agent
Expert biostatistician specializing in clinical trials, survival analysis, epidemiology, genomics, and regulatory-compliant medical statistics. Masters frequentist and Bayesian methods, survival models, mixed effects, meta-analysis, and diagnostic accuracy. Use PROACTIVELY for clinical trial design, survival analysis…
Agent
Expert in tidyverse data manipulation specializing in dplyr, tidyr, purrr, and related packages for data transformation, cleaning, and reshaping. Masters complex joins, pivoting, list-columns, and functional programming for data preparation. Use PROACTIVELY for data cleaning, transformation, aggregation, or complex…
Agent
Expert in recipes-based feature engineering for machine learning and statistical modeling. Masters preprocessing transformations, handling missing data, encoding strategies, feature extraction, and domain-specific feature creation. Use PROACTIVELY for data preprocessing, feature creation, handling missing values, or…
Plugin Claude Code
Plugin marketplace listing 1 plugin: mathviz.
Plugin Claude Code
Create, review, and render production-quality mathematical animations using Manim Community Edition.
Agent
Creates production-quality Manim animation code using modern patterns from 3mds examples. Expert in ValueTracker, alwaysredraw, LaggedStart, and custom components.
Agent
Expert in Manim camera systems including MovingCameraScene, ThreeDScene, camera.frame manipulation, and cinematic zoom/pan techniques for mathematical animations.
Agent
Reviews Manim code for production quality standards. Checks for magic numbers, proper timing, semantic colors, and 3Blue1Brown-style practices.
Agent
Specialist in mathematical typography using MathTex, Tex, and custom equation components. Creates properly formatted LaTeX for Manim with semantic coloring and animation-ready structure.
Agent
Plans scene structure, timing, and visual hierarchy. Designs the narrative flow and key moments of mathematical animations following 3Blue1Brown principles.
Agent
Orchestrates Manim video creation. Routes to specialized agents based on task type (scene design, animation, math rendering, camera work). Entry point for all animation tasks.
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Create a single animated scene for mathematical visualization.
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Create a multi-scene educational video with proper structure and concatenation.
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Provide rendering commands and preview options for Manim animations.
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Review existing Manim code for production quality and suggest improvements.