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Checks whether registered notebooks have current, stale, or missing outputs. Use before rendering or to verify freshness.
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
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.