RunnerQuan/SAFE-Agent - Page 6

control-chart-analyzer

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

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…

cost-optimizer-cloud-data-platforms

Analyzes and optimizes costs for cloud data platforms

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.

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…

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…

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…

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…

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…

demand-forecaster

Demand forecasting skill with statistical and machine learning methods.

doe-designer

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

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.

event-driven-system-designer

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

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.

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…

gage-rr-analyzer

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

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…

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…

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…

large-data-with-dask

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

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.

Source text: Japanese

mermaid-diagrams

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

metrics-dashboard-designer

Design KPI dashboards and tracking mechanisms for performance measurement and reporting

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…

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…

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".

pandas-dataframe-analyzer

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

pareto-analyzer

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

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…

power-analysis-calculator

Skill for statistical power analysis and sample size calculation

pydantic-validation

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

r-econometrics

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

shap-explainer

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

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…

stream-processing-windowing-designer

Designs optimal windowing strategies for stream processing

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.

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…

wyrd

Hypothesis validation and closed-loop learning

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…

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…