atsushi-green/ds-ai-coding-skills
18 skills
$npx skills add atsushi-green/ds-ai-coding-skillsSkillInstalls
analysis-reportingUse this when summarizing analysis results, writing reports, documenting experiment outcomes, or presenting model evaluation — including structuring findings…dataframe-polarsUse this when performing DataFrame operations — including loading, filtering, joining, aggregating, transforming, or reshaping tabular data with polars or…notebook-workflowUse this when creating, editing, executing, or reviewing Jupyter notebooks — including cell structure, kernel management, extracting reusable logic to src/,…path-and-ioUse this when reading from or writing to local files — including constructing file paths with pathlib, creating directories, choosing output locations, and…plan-analysis分析を始める前に構造化された分析計画を作成するprepare-pr現在の変更に対するプルリクエストのサマリーを作成するpython-project-opsUse this when managing Python dependencies with uv, running tests with pytest, linting with ruff, formatting code, type checking with mypy, or executing…python-styleUse this when creating, editing, or reviewing Python code — including type hints, docstrings, naming conventions, imports, error handling, and code structure.review-sqlSQLクエリの正確性と安全性をレビューするrun-edaデータセットのEDAを実装・実行する。引数: <dataset_path> <topic>run-modeling予測モデリングのワークフローを実装・評価する。引数: <dataset_path> <target> <task>safe-data-handlingUse this when reading, writing, moving, copying, modifying, deleting, or generating data files — including any operation that touches data/raw, data/external,…sql-analysisUse this when writing, reviewing, or modifying SQL queries — including SELECT, CTEs, joins, aggregations, window functions, and validating query correctness or…statistical-ml-reviewUse this when performing statistical analysis, hypothesis testing, A/B testing, model training, model evaluation, feature engineering, or any machine learning…summarize-analysis分析結果を日本語でまとめるsync-agent-docsClaude CodeとGitHub Copilotのスキル・指示ファイルの差分を検出し、機械的な部分はスクリプトで、判断が必要な部分はここで同期するupdate-agent-docsリポジトリの規約が変更されたときにCLAUDE.md・スキル・docs/agentを更新するvisualizationUse this when creating, modifying, reviewing, or saving charts, figures, plots, or visual summaries — including matplotlib/seaborn code, EDA figures, report…