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Mechanical error scan for Word/.docx report prose by default; legacy LaTeX is supported only when an explicit .tex target is supplied
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
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 | Mechanical error scan for Word/.docx report prose by default; legacy LaTeX is supported only when an explicit .tex target is supplied |
Read docs/ai/workflows/proofread.md and follow it as the canonical
workflow.
If this wrapper conflicts with the shared workflow doc, the shared workflow doc wins.