القائمة
Checks whether registered notebooks have current, stale, or missing outputs. Use before rendering or to verify freshness.
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
Scaffold a Quarto analysis notebook (generic or method-specific — DiD, IV, RDD, LASSO, Panel FE), register it in _quarto.yml, apply publication-quality figure styling, and generate dataset codebooks. Use when starting a new analysis notebook.
Manage the project's literature workflow — ideate research questions, run structured literature reviews, add citations to references.bib, write annotation notes in references/, and audit citation integrity. Use for any bibliography or literature task.
Audit a Quarto manuscript or a single notebook — freeze freshness, data-path existence, citation integrity, figure/table export presence, placeholder and anonymization checks. Produces a scored review report under notes/. Read-only — never modifies notebooks, data, or the manuscript.
Build publication-quality regression and robustness tables from notebook estimation output, exported to tables/ as CSV + Markdown + LaTeX. Use when creating a results table.
Draft and revise manuscript prose for index.qmd — sections, the abstract, regression-result interpretation, and referee responses. Use when writing or revising the manuscript.
Reads the manuscript and notebooks to generate a structured abstract. Use when writing or updating the abstract.
| name | freeze-check |
| description | Checks whether registered notebooks have current, stale, or missing outputs. Use before rendering or to verify freshness. |
| allowed-tools | Bash, Read, Glob, Grep |
| version | 1.0.0 |
| workflow_stage | quality |
| tags | ["notebooks","freshness","quality-check"] |
Verify that all registered notebooks have been executed and their outputs are current.
Read _quarto.yml and extract all notebook paths from manuscript.notebooks.
For each registered notebook, check:
.qmd_freeze/notebooks/<name>/ directory exists and contains cached output.qmd modification time against _freeze/ cache timestampsDetermine freshness status for each notebook:
.qmd has not been modified since cache was generated.qmd has been modified more recently_freeze/ directory does not exist at allReport a summary table:
Notebook Freeze Cache Last Modified Status
─────────────────────────────────────────────────────────────────
notebook-01.qmd Yes 2026-02-28 14:30 Current
notebook-02.qmd Yes 2026-03-01 09:15 Stale
notebook-03.qmd No 2026-02-25 11:00 Unexecuted
If any notebooks are stale or unexecuted, flag them and offer to run /project:execute to re-execute all notebooks.
If all notebooks are current, report "All notebooks are up to date."
_quarto.yml has no notebooks registered, report "No notebooks found in _quarto.yml" and stop.