新しいエージェントを雇用（作成・起動）するスキル。ディレクトリ作成、CLAUDE.md生成、スキルコピー、roster更新、tmux起動まで一貫して行う。
Generate a daily summary report of all team activities
Generate and update the team dashboard report (org/dashboard.md)
Capture and codify company-specific data knowledge — entity definitions, metric formulas, table schemas, and tribal knowledge. Use when onboarding to a new data environment, documenting institutional data knowledge, or building a data dictionary.
Profile and explore datasets to understand their shape, quality, and patterns before analysis. Use when encountering a new dataset, assessing data quality, discovering column distributions, identifying nulls and outliers, or deciding which dimensions to analyze.
QA an analysis before sharing with stakeholders — methodology checks, accuracy verification, and bias detection. Use when reviewing an analysis for errors, checking for survivorship bias, validating aggregation logic, or preparing documentation for reproducibility.
Create effective data visualizations with Python (matplotlib, seaborn, plotly). Use when building charts, choosing the right chart type for a dataset, creating publication-quality figures, or applying design principles like accessibility and color theory.
Build self-contained HTML/JavaScript dashboards with Chart.js, featuring interactive filtering and professional styling. Use when creating data dashboards, building interactive reports, or presenting analytical results in a shareable format.