analysis-reporting

name	analysis-reporting
description	Use this when summarizing analysis results, writing reports, documenting experiment outcomes, or presenting model evaluation — including structuring findings in Japanese with conclusions, facts, assumptions, interpretations, and caveats.

Skill: Analysis Reporting

Use this skill when summarizing analysis results, experiment outcomes, or model evaluation.

Language

• Reports should be written in Japanese unless otherwise requested.

Structure

1. 結論 — Start with the conclusion or key finding.
2. 事実 — Present objective facts from the data.
3. 仮定 — State assumptions made during analysis.
4. 解釈 — Provide interpretations and implications.
5. 制約・注意点 — Mention limitations, caveats, and possible bias.

Required Context

Include the following when relevant:

• データ期間: Date range of the analysis.
• フィルタ条件: Filters applied to the data.
• サンプルサイズ: Number of records or observations.
• 指標定義: How key metrics are calculated.

Reproducibility Notes

Every report should include or reference:

• 入力データパス: Path to input data used.
• クエリ/スクリプトパス: Path to the query, notebook, or script that produced the results.
• 出力パス: Path to output artifacts (figures, tables, reports).
• 実行コマンド: Command used to generate results.

Tone

• Use business-friendly language for summaries intended for stakeholders.
• Keep technical details available for reviewers (in appendix or linked notebook).
• Avoid jargon when simpler terms suffice.
• Be precise about what the data shows vs. what is inferred.