القائمة
Audit, review, benchmark, harden, or improve a Streamlit coursework app or deployed app against current Streamlit best practices and course standards.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
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 | audit-app |
| description | Audit, review, benchmark, harden, or improve a Streamlit coursework app or deployed app against current Streamlit best practices and course standards. |
| argument-hint | [--target projects/name] [--entrypoint app/streamlit_app.py] |
Read docs/ai/workflows/audit-app.md and
docs/apps/streamlit/audit-checklist.md. Follow them as the canonical
workflow.
Use this skill before broad Streamlit app refactors. Findings should lead, ordered by severity, with exact file or UI surfaces and concrete fixes.
If this wrapper conflicts with the shared workflow doc, the shared workflow doc wins.
