| 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
- 結論 — Start with the conclusion or key finding.
- 事実 — Present objective facts from the data.
- 仮定 — State assumptions made during analysis.
- 解釈 — Provide interpretations and implications.
- 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.
