القائمة
Checks whether the thesis project can be reproduced by someone else — folder structure, script order, data documentation, README completeness.
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
One-time onboarding interview that creates student-profile.md, proposal.md, and rewrites CLAUDE.md with the student's context.
Generates a populated LaTeX Beamer presentation for the thesis defense from thesis sections and student profile. Compiles to output/defense.pdf.
Generate an email-ready progress report addressed to the student's advisor, based on git history since a provided date and the current state of thesis sections
Compiles all thesis/*.md sections into output/thesis.pdf using Pandoc and XeLaTeX. Checks prerequisites before running.
Reads a dataset from data/clean/, describes its structure, suggests summary statistics, and flags data quality issues. Student must provide the file path in the same message.
Scans all thesis/*.md sections, reports substantive content vs. placeholders, and writes docs/thesis-health.md.
| name | reproducibility-check |
| description | Checks whether the thesis project can be reproduced by someone else — folder structure, script order, data documentation, README completeness. |
Use this skill when the student wants to verify their project is reproducible before submission.
Check each item by reading the relevant files:
data/raw/ exist and contain files (or at least a note about where data comes from)?data/clean/ contain processed files?code/ numbered in execution order (01_, 02_, etc.)?raise NotImplementedError)?output/ contain generated tables or figures?requirements.txt exist and contain real dependencies?docs/data_dictionary.md contain actual variable definitions (not placeholders)?.gitignore exclude raw data and generated files?docs/references.bib contain at least some entries?[N]/10 checks passed.
| Check | Status | Notes |
|---|---|---|
| Raw data folder | [Pass/Fail/Warning] | |
| Clean data folder | [Pass/Fail/Warning] | |
| Numbered scripts | [Pass/Fail/Warning] | |
| Script completeness | [Pass/Fail/Warning] | |
| Output folder | [Pass/Fail/Warning] | |
| README | [Pass/Fail/Warning] | |
| Requirements | [Pass/Fail/Warning] | |
| Data dictionary | [Pass/Fail/Warning] | |
| Raw vs generated | [Pass/Fail/Warning] | |
| References | [Pass/Fail/Warning] |
[List each failed check with a concrete description of what is missing.]
[For each failed check, give a specific file or folder change the student should make.]
[Describe what would break if someone tried to reproduce the project right now.]