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Use when a student says proofread this section, check mechanical writing issues, or scan Word/.docx report prose for spacing and formatting problems; legacy LaTeX is supported only when an explicit .tex target is supplied.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Use when a student asks to audit, review, benchmark, harden, or improve a Streamlit coursework app or deployed app; covers Streamlit best practices, app UX, state/query params, caching, testing, deployment readiness, and reusable context updates.
Use when a student asks to create, improve, test, or deploy a Streamlit coursework app from data or analysis.
Use when a student says build context, generate paper-context.md, or summarize a Word/.docx draft report into guidance/paper-context.md; legacy LaTeX, Markdown, and PDF sources are supported when explicitly supplied.
Use when a student asks to build, revise, or structure a PowerPoint-first presentation deck; legacy LaTeX/Beamer is supported only when explicitly requested.
Use when a student asks to create, improve, validate, or export charts, figures, plots, time-series graphs, bar charts, scatter plots, heatmaps, or Word/A4-ready report figures.
Use when a student explicitly asks to compile a legacy LaTeX paper, build a .tex report PDF, or run pdflatex and bibtex.
| name | proofread |
| description | Use when a student says proofread this section, check mechanical writing issues, or scan Word/.docx report prose for spacing and formatting problems; legacy LaTeX is supported only when an explicit .tex target is supplied. |
| argument-hint | [target] [--section section_key] [--lines start-end] |
Read docs/ai/workflows/proofread.md and follow it as the canonical
workflow.
Typical triggers:
Preferred deterministic command:
python tools/workflow.py proofread [target] [--section section_key] [--lines start-end]If the workflow doc conflicts with older tool-specific instructions, the shared workflow doc wins.