القائمة
Reads the manuscript and notebooks to generate a structured abstract. Use when writing or updating the abstract.
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.
Cross-checks citation keys in index.qmd against references.bib, reporting missing, orphaned, and duplicate entries. Use when verifying citations.
| name | abstract |
| description | Reads the manuscript and notebooks to generate a structured abstract. Use when writing or updating the abstract. |
| argument-hint | [word count] |
| allowed-tools | Bash, Read, Write, Edit, Glob, Grep |
| version | 1.0.0 |
| workflow_stage | writing |
| tags | ["manuscript","abstract","writing"] |
Read the manuscript and generate a structured abstract.
$ARGUMENTS — optional target word count (default: 150 words)Parse the target word count from arguments (default 150 if not specified).
Read index.qmd in full:
Read the registered notebooks to extract key quantitative findings:
Draft a structured abstract with these components:
Verify the word count is within ±10% of the target. Adjust if needed.
Present the draft to the user for review.
On approval, update the abstract: field in the YAML front matter of index.qmd:
abstract: |
<drafted abstract text>
index.qmd has only [FILL:] placeholders in the body sections, inform the user that the manuscript needs more content before an abstract can be generated.[FILL:] placeholder), show it and ask whether to replace or refine it.