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Get Started Free →minicoohei/csv-analyzer
CSVファイルの行数・列数の取得、データ型推定、欠損値検出、数値列の統計情報を出力するスキル。 「CSVを分析して」「CSVの中身を確認」「データの概要を見せて」等のリクエストで発動。
Passed 20 of 22 test cases with the skill, and 9 of 22 without it.
and 6 more in the full report
11 fixed9 passed either way2 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.
このツールで文字コード判定を行うために依存しているライブラリとその最小バージョンを教えてください。
| Checked | Without skill | With skill |
|---|---|---|
| The response includes chardet >= 5.0. | Missed | Passed |
The instructions your model reads when the skill loads.
「CSV分析」「CSVファイル解析」「データ概要」「欠損値チェック」「CSV統計」
CSVファイルを分析し、統計情報とデータ型推定を行うSkillです。
python skills/csv-analyzer/scripts/analyzer.py --input data.csv
from scripts.analyzer import CSVAnalyzer
analyzer = CSVAnalyzer("data.csv")
result = analyzer.analyze()
print(result)
{
"filename": "data.csv",
"rows": 1000,
"columns": 5,
"encoding": "utf-8",
"file_size_mb": 2.5,
"columns_info": []
test cases passed, vs 9 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.