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qiskit
IBM quantum computing framework. Use for IBM Quantum hardware, Qiskit Runtime production workloads, or IBM optimization tools, excelling in IBM hardware execution, quantum error mitigation, and enterprise quantum computing.
umap-learn
UMAP is a fast nonlinear dimensionality reduction technique for high-dimensional data, useful for 2D/3D visualization, clustering preprocessing (HDBSCAN), and supervised/parametric learning.
baoyu-diagram
Create professional, dark-themed SVG diagrams for various technical and conceptual visualizations, such as architecture, flowcharts, and system processes.
sql-database-assistant
Use when the user asks to write SQL queries, optimize database performance, generate migrations, explore database schemas, or work with ORMs like Prisma, Drizzle, TypeORM, or SQLAlchemy.
scrum-master
Advanced Scrum Master skill for data-driven agile team analysis and coaching. It analyzes sprint data from Jira to assist with sprint planning, velocity tracking, and team health.
data-quality-auditor
Audit datasets for completeness, consistency, accuracy, and validity. Profile data distributions, detect anomalies and outliers, surface structural issues, and produce an actionable remediation plan.
database-designer
Use when the user asks to design database schemas, plan data migrations, optimize queries, choose between SQL and NoSQL, or model data relationships.
snowflake-development
Use for writing Snowflake SQL, building data pipelines with Dynamic Tables or Streams/Tasks, leveraging Cortex AI functions and agents, writing Snowpark Python, configuring dbt, or troubleshooting Snowflake errors.
senior-data-engineer
Data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure. Expertise includes Python, SQL, Spark, Airflow, dbt, Kafka, and modern data stack, covering data modeling, pipeline orchestration, data quality, and DataOps.
ctx-insight
Open the context-mode Insight analytics dashboard in the browser. Shows personal metrics: session activity, tool usage, error rate, parallel work patterns, project focus, and actionable insights. First run installs dependencies (~30s). Subsequent runs open instantly. Trigger: /context-mode:ctx-insight
context-mode
Use context-mode tools (ctx_execute, ctx_execute_file) instead of Bash/cat when processing large outputs. Triggers: "analyze logs", "summarize output", "process data", "parse JSON", "filter results", "extract errors", "check build output", "analyze dependencies", "process API response", "large file analysis", "page snapshot", "browser snapshot", "DOM structure", "inspect page", "accessibility tree
postgres-pro
Use when optimizing PostgreSQL queries, configuring replication, or implementing advanced database features. Invoke for EXPLAIN analysis, JSONB operations, extension usage, VACUUM tuning, performance monitoring.