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Automation
Skill

/summarize-yonsei-grades

Summarize a user-provided Yonsei grade screenshot, pasted table, export, or JSON into attempted credits, earned credits, GPA credits, a conservative 4.3-scale calculation, and displayed-versus-calculated GPA checks. Use for an authorized term-grade snapshot without querying or

From plugin
yonsei-skills
952 skills1 MCP
Install
$ npx -y skills add mrcha033/yonsei-skills --skill summarize-yonsei-grades --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/summarize-yonsei-grades

Context preview

The summary Claude sees to decide when to auto-load this skill.

Summarize a user-provided Yonsei grade screenshot, pasted table, export, or JSON into attempted credits, earned credits, GPA credits, a conservative 4.3-scale calculation, and displayed-versus-calculated GPA checks. Use for an authorized term-grade snapshot without querying or

SKILL.md

summarize-yonsei-grades.SKILL.md
name: summarize-yonsei-grades
description: Summarize a user-provided Yonsei grade screenshot, pasted table, export, or JSON into attempted credits, earned credits, GPA credits, a conservative 4.3-scale calculation, and displayed-versus-calculated GPA checks. Use for an authorized term-grade snapshot without querying or changing the live system.

Summarize Yonsei Grades

Return one term-grade summary from a supplied snapshot.

Prepare the input

When the user supplies a screenshot, PDF, spreadsheet, or pasted table, transcribe only course, credit, grade, term, capture time, and displayed GPA fields into a private temporary JSON file. Do not ask the user to create JSON. Ask about unreadable credits or grades instead of guessing.

Run

python3 "$SKILL_DIR/scripts/summarize_grades.py" --input grades.json

Provide `captured_at`, `term`, and `grades`. Each grade row needs a course code, title, credits, and final grade. The script recognizes Yonsei-style letter grades, `P`/`NP`, `S`/`U`, `W`, and pending `I`. Pending results make the final GPA incomplete. If `displayed_gpa` is supplied, the script reports whether it agrees with the calculation.

Report `calculation_notes`, `complete`, and any GPA discrepancy. Keep calculated and displayed values distinct.

Boundaries

  • Process only the supplied attachment, pasted data, or snapshot; do not claim live or official transcript status.
  • Reject unknown grades, credential-shaped fields, and non-finite credits.
  • Do not infer repeated-course replacement, major GPA, honors, graduation eligibility, or institution-specific exceptions not present in the snapshot.
  • Never submit an academic request or modify a grade.
Read more
Ships withyonsei-skills

연세대학교 생활에서 자주 반복되는 확인·정리 작업을 자연어로 처리하는 비공식 오픈소스 플러그인 모음입니다. 연세대학교 공식 서비스가 아닙니다. 학교 계정 권한을 늘리거나 수강신청·출석·예약 제한을 우회하지 않습니다.

Get the whole plugin

Other skills on yonsei-skills.