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Draft a full academic paper manuscript from analysis outputs, project spec, and lit review. Make sure to use this skill whenever the user wants to turn completed analysis into a written paper — not to run analysis or review existing writing. Triggers include: "write the paper", "draft the manuscript", "write up the results", "start the paper", "turn my results into a paper", "write the introduction", "draft the empirics section", "I have my results, now write the paper", "help me write this up",
Passed 11 of 18 test cases with the skill, and 8 of 18 without it.
and 9 more in the full report
7 fixed7 passed either way6 still failing3 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.
We just finished reviewing the domain feedback for our draft manuscript. What three specific slash commands should be recommended to complete thorough checking of journal quality, bibliography completeness, and claim grounding?
| Checked | Without skill | With skill |
|---|---|---|
| Recommends running /review-paper. | Missed | Passed |
| Recommends running /validate-bib. | Missed | Passed |
| Recommends running /quality-gate. | Missed | Passed |
The instructions your model reads when the skill loads.
Draft an academic manuscript from existing analysis outputs. Follows propose-first — the outline is always shown for approval before writing begins.
Input: $ARGUMENTS — a paper title, research question, or from spec to read from quality_reports/specs/.
Read project context:
CLAUDE.md — project name, author, institutionquality_reports/specs/ — research question and identification strategyquality_reports/lit_review_*.md — related literature (if it exists)quality_reports/research_ideation_*.md — hypotheses (if it exists)If no spec exists, ask the user for the core research question before proceeding.
Glob for available outputs:
output/tables/**/*.tex — regression tablesoutput/tables/**/*.html — HTML table versionsoutput/figures/**/*.pdf, output/figures/**/*.png — figuresoutput/**/*.rds, output/**/*.pkl, output/**/*.parquet — saved objectsList what exists. Note any gaps (e.g., "no summary statistics table found").
Draft a paper outline using standard social science structure:
1. Abstract
2. Introduction
3. Related Literature
test cases passed, vs 8 / 18 without
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