RunnerQuan/SAFE-Agent - 第 6 页

control-chart-analyzer

Statistical process control chart creation and analysis skill with control limit calculation and special cause detection.

原文语言：英语

correlation-analyzer

Analyze correlation analyzer operations. Auto-activating skill for Data Analytics. Triggers on: correlation analyzer, correlation analyzer Part of the Data Analytics skill category. Use when analyzing or auditing correlation analyzer. Trigger with phrases…

原文语言：英语

cost-optimizer-cloud-data-platforms

Analyzes and optimizes costs for cloud data platforms

原文语言：英语

create-visualization

Creates diagrams and animations for STEM education using Matplotlib and Manim. Use for physics diagrams (FBD, vectors), math plots (functions, geometry), flowcharts, or 3Blue1Brown-style animations.

原文语言：英语

cte-query-builder

Build cte query builder operations. Auto-activating skill for Data Analytics. Triggers on: cte query builder, cte query builder Part of the Data Analytics skill category. Use when working with cte query builder functionality. Trigger with phrases like "cte…

原文语言：英语

data-partitioner

Process data partitioner operations. Auto-activating skill for Data Pipelines. Triggers on: data partitioner, data partitioner Part of the Data Pipelines skill category. Use when working with data partitioner functionality. Trigger with phrases like "data…

原文语言：英语

date-range-analyzer

Analyze date range analyzer operations. Auto-activating skill for Data Analytics. Triggers on: date range analyzer, date range analyzer Part of the Data Analytics skill category. Use when analyzing or auditing date range analyzer. Trigger with phrases like…

原文语言：英语

dbt-model-generator

Generate dbt model generator operations. Auto-activating skill for Data Pipelines. Triggers on: dbt model generator, dbt model generator Part of the Data Pipelines skill category. Use when working with dbt model generator functionality. Trigger with phrases…

原文语言：英语

ddia-streaming-with-kinesis

Interactive modular learning guide for stream processing concepts from DDIA Chapter 11. Use when the user wants to learn about stream processing, messaging systems, event-driven architectures, Kafka, or needs help with the DDIA Chapter 11 curriculum. Provides…

原文语言：英语

demand-forecaster

Demand forecasting skill with statistical and machine learning methods.

原文语言：英语

doe-designer

Design of Experiments planning and analysis skill for factorial and response surface experiments.

原文语言：英语

duckdb-quadruple-interleave

Chaotic interleaving across local DuckDB databases modeled as coupled quadruple pendula. Random walks both BETWEEN databases and WITHIN tables for context injection.

原文语言：英语

event-driven-system-designer

Design event sourcing, CQRS, messaging, and saga orchestration.

原文语言：英语

excel-variance-analyzer

Automate budget vs actual variance analysis in Excel with flagging, commentary, and executive summaries for financial reporting and FP&A teams Activates when you request "excel variance analyzer" functionality.

原文语言：英语

flink-job-creator

Create flink job creator operations. Auto-activating skill for Data Pipelines. Triggers on: flink job creator, flink job creator Part of the Data Pipelines skill category. Use when working with flink job creator functionality. Trigger with phrases like "flink…

原文语言：英语

gage-rr-analyzer

Measurement System Analysis skill for Gage R&R studies with variance component analysis.

原文语言：英语

graphviz-dot-generator

Generate graphviz dot generator operations. Auto-activating skill for Visual Content. Triggers on: graphviz dot generator, graphviz dot generator Part of the Visual Content skill category. Use when working with graphviz dot generator functionality. Trigger…

原文语言：英语

kafka

Comprehensive Apache Kafka skill for building event-driven architectures from hello world to professionstal production systems. Provides guidance on Kafka setup, topic management, producer/consumer implementation, stream processing, security, monitoring, and…

原文语言：英语

kafka-stream-processor

Process kafka stream processor operations. Auto-activating skill for Data Pipelines. Triggers on: kafka stream processor, kafka stream processor Part of the Data Pipelines skill category. Use when working with kafka stream processor functionality. Trigger…

原文语言：英语

large-data-with-dask

Specific optimization strategies for Python scripts working with larger-than-memory datasets via Dask.

原文语言：英语

market-research-and-competitive-analysis

TAM/SAM/SOM calculation, competitor analysis, and market trends identification. Use when analyzing markets, validating business ideas, or entering new markets.

原文语言：日语

mermaid-diagrams

Generate diagrams from text using Mermaid CLI (mmdc) - flowcharts, sequence diagrams, ERDs, class diagrams, state machines, and more.

原文语言：英语

metrics-dashboard-designer

Design KPI dashboards and tracking mechanisms for performance measurement and reporting

原文语言：英语

mlflow-tracking-setup

Configure mlflow tracking setup operations. Auto-activating skill for ML Training. Triggers on: mlflow tracking setup, mlflow tracking setup Part of the ML Training skill category. Use when working with mlflow tracking setup functionality. Trigger with…

原文语言：英语

model-drift-detector

Detect model drift detector operations. Auto-activating skill for ML Deployment. Triggers on: model drift detector, model drift detector Part of the ML Deployment skill category. Use when working with model drift detector functionality. Trigger with phrases…

原文语言：英语

nixtla-model-selector

Automatically selects the best forecasting model between StatsForecast and TimeGPT based on time series data characteristics. Use when unsure which model performs best. Trigger with "auto-select model", "choose best model", "model selection".

原文语言：英语

pandas-dataframe-analyzer

Automated DataFrame analysis skill for statistical summaries, missing value detection, data type inference, and memory optimization recommendations.

原文语言：英语

pareto-analyzer

Pareto analysis skill for identifying vital few causes and prioritizing improvement efforts.

原文语言：英语

plotly-chart-generator

Generate plotly chart generator operations. Auto-activating skill for Visual Content. Triggers on: plotly chart generator, plotly chart generator Part of the Visual Content skill category. Use when working with plotly chart generator functionality. Trigger…

原文语言：英语

power-analysis-calculator

Skill for statistical power analysis and sample size calculation

原文语言：英语

pydantic-validation

Record-level data validation using Pydantic models. Field validators, model validators, and batch validation patterns.

原文语言：英语

r-econometrics

Run IV, DiD, and RDD analyses in R with proper diagnostics

原文语言：英语

shap-explainer

SHAP-based model explainability skill for feature attribution, summary plots, and interaction analysis.

原文语言：英语

statistical-significance-calculator

Configure and manage - Calculate statistical significance calculator operations. Auto-activating skill for Data Analytics. Triggers on: statistical significance calculator, statistical significance calculator Part of the Data Analytics skill category. Use…

原文语言：英语

stream-processing-windowing-designer

Designs optimal windowing strategies for stream processing

原文语言：英语

technical-diagram-analyzer

Technical Diagram Analyzer - Auto-activating skill for Visual Content. Triggers on: technical diagram analyzer, technical diagram analyzer Part of the Visual Content skill category.

原文语言：英语

visualization-best-practices

Manage visualization best practices operations. Auto-activating skill for Data Analytics. Triggers on: visualization best practices, visualization best practices Part of the Data Analytics skill category. Use when working with visualization best practices…

原文语言：英语

wyrd

Hypothesis validation and closed-loop learning

原文语言：英语

arc-corpus

Dual-index corpus management for combined semantic and full-text search. Use when user mentions corpus, dual indexing, syncing content to both Qdrant and MeiliSearch, checking parity between systems, deleting corpora, or managing content that needs both…

原文语言：英语

aws-cloudformation-elasticache

AWS CloudFormation patterns for Amazon ElastiCache. Use when creating ElastiCache clusters (Redis, Memcached), replication groups, parameter groups, subnet groups, and implementing template structure with Parameters, Outputs, Mappings, Conditions, and…

原文语言：英语