浏览所有 Claude 技能

dbt Data Quality Runner

Automates data quality testing and results analysis using dbt and dbt-expectations to maintain high-integrity data pipelines.

AI Remediation Patterns

Provides a prioritized framework and actionable fixes for security vulnerabilities, technical debt, and repository hygiene in audit reports.

Bayesian Model Diagnostics

Performs comprehensive MCMC diagnostic checks and posterior predictive assessments for Bayesian models implemented in Stan or JAGS.

R Recipes Feature Engineering

Streamlines data preprocessing and feature engineering using R's Tidymodels recipes framework.

Tidymodels Code Review Patterns

Analyzes R machine learning code to detect data leakage, resampling violations, and workflow anti-patterns using tidymodels principles.

dbt Model Optimizer

Optimizes and refactors dbt models to improve SQL performance and data transformation efficiency.

DBT RAG Analyzer

Analyzes dbt project structures, lineage, and dependencies using a multi-agent RAG workflow to automate documentation and code generation.

React Design Patterns & Best Practices

Optimizes React application development through standardized hooks, composition patterns, and performance-tuned implementation strategies.

AI Context & Readiness Principles

Optimizes AI coding performance by applying principles of context window management, token budgeting, and signal-to-noise ratio.

Bayesian Modeling in R

Performs comprehensive Bayesian statistical modeling and posterior analysis using Stan-based R packages like brms and rstanarm.

Professional R Documentation Patterns

Standardizes the creation of high-quality, CRAN-compliant documentation for R packages and biostatistical projects.

Bayesian Hierarchical Modeling

Implements hierarchical and multilevel Bayesian models with optimized parameterizations for robust statistical inference.

Advanced PDF Processing

Manages complex PDF operations including text extraction, document merging, table parsing, and automated PDF generation using Python and CLI tools.

Agile Story Teller

Transforms product requirements into structured, INVEST-compliant Agile user stories and visual business flowcharts.

Power Optimization Patterns for Clinical Trials

Optimizes clinical trial designs through advanced sample size determination, event count tuning, and multi-objective tradeoff analysis.

Epidemiology Methods for R

Performs comprehensive epidemiological analysis in R, covering study designs, causal inference, and measures of association.

DBT Model Visualizer

Automates the generation of ER diagrams, lineage charts, and metadata reports for DBT projects using dbterd and Mermaid.

DBT Data Quality Runner

Automates dbt data quality testing and provides intelligent analysis of test failures and remediation steps.

SimTrial Fundamentals

Simulates time-to-event clinical trial data and performs complex statistical analyses including weighted logrank and MaxCombo tests.

Stan Bayesian Modeling Fundamentals

Provides foundational knowledge and best practices for developing, optimizing, and reviewing Stan 2.37 probabilistic models.

Tidymodels Workflow Patterns

Implements comprehensive machine learning pipelines in R using the tidymodels ecosystem, from data preprocessing to model deployment.

AI Skill Authoring (Writing Skills)

Implements a Test-Driven Development (TDD) approach to creating, testing, and optimizing high-performance documentation for AI agents.

Tidy ITC Analysis Workflow

Standardizes Indirect Treatment Comparison (ITC) analyses in R using tidy modeling principles and reproducible workflow patterns.

DBT Semantic Query Expert

Translates natural language into precise DBT semantic layer queries with automated filtering, visualization, and context-aware data exploration.

Ignition Sandbox Manager

Provisions and manages isolated Docker-based Ignition gateway environments for streamlined development and testing.

Agentic Plan Execution

Executes complex implementation plans through a structured, batch-based workflow with mandatory human review checkpoints.

Code Review Reception

Standardizes the way Claude processes and implements code review feedback with a focus on technical verification and rigor over performative agreement.

Advanced Adaptive Clinical Trial Designs

Implements and simulates complex adaptive clinical trial designs using industry-standard R packages like adaptr, rpact, and RBesT.

Dbt Text-to-SQL Expert

Generates and executes high-performance SQL queries directly from natural language using your dbt project schema.

Git Workflow & Version Control

Manage the complete Git lifecycle from repository initialization to advanced team collaboration and conflict resolution.