Back to list
GarGraham

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

Reviews

💬

Reviews coming soon