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refactoring
by GarGraham
Provide a self‑service platform for automated correlation and multivariate analysis of tabular datasets. The tool should allow non‑specialists and analysts alike to quickly surface relationships between variables without manually coding statistical tests.
⭐ 0🍴 0📅 Jan 16, 2026
SKILL.md
name: refactoring description: Improve code structure and maintainability while strictly preserving existing behavior.
Skill: Refactoring
See also:
AGENT_SYSTEM.md
Phase
- Change
Purpose
- Improve structure while preserving behavior (unless explicitly told otherwise).
Use When
- “Refactor this”
- “Clean this up”
- “Split this file”
- “Make it more maintainable”
Inputs to Request (only if unclear)
- What’s the pain (readability/testability/perf)?
- Must behavior remain identical?
- Acceptable blast radius (small/medium/large)?
Workflow
- State the problem (“regret check”):
- what’s hard today
- what will be better after
- Confirm constraints:
- behavior-preserving by default
- Choose approach:
- Small: local cleanup
- Medium: extract modules/helpers
- Large: phases + SCRATCHPAD.md
- Implement incrementally:
- avoid mixing new features
- Proof of Life:
- tests if available, otherwise manual steps
Output
- Problem
- Approach
- Changes made
- Proof of Life
- Follow-ups (optional)
Memory
- Append one line to JOURNAL.md
Score
Total Score
60/100
Based on repository quality metrics
✓SKILL.md
SKILL.mdファイルが含まれている
+20
○LICENSE
ライセンスが設定されている
0/10
✓説明文
100文字以上の説明がある
+10
○人気
GitHub Stars 100以上
0/15
○最近の活動
3ヶ月以内に更新がある
0/10
○フォーク
10回以上フォークされている
0/5
✓Issue管理
オープンIssueが50未満
+5
✓言語
プログラミング言語が設定されている
+5
○タグ
1つ以上のタグが設定されている
0/5
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