Publication QA
SkillDev toolsReview regression outputs, tables, and graphs for publication readiness. Use when the user asks whether a result is ready for a paper, appendix, seminar, referee response, or coauthor review.
Use Publication QA in Claude, ChatGPT or Ahel Desktop
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Also: Claude Code · Cursor · Codex
Then ask your AI: use the Publication QA skill
Details
Instructions available. Your AI can read the instructions. Execution depends on the setup they require.
Account requirements not reviewed. Check the skill instructions before use; Ahel provides instructions and does not run this skill.
No other account needed.
Add Ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
What this skill tells your AI
The instructions your AI receives, as published by brycewang-stanford/auto-empirical-research-skills in skills/64-tmonk-mcp-stata/skills/stata-publication-qa/SKILL.md and read by Ahel’s review.
Use this skill when editorial quality matters.
- Re-run or inspect the relevant model or graph.
- Review statistical clarity, labeling, sample consistency, and visual presentation.
- Distinguish required fixes from optional polish.
Read references/checklist.md for the review checklist and use scripts/graph_qa_checklist.py when generating a graph-specific QA pass.
Signals
- GitHub stars
- 5k
- Forks
- 536
- Last commit
- Oct 2026
Advanced
- Item type
- skill
- Key
stata-publication-qa- Source
- github.com/brycewang-stanford/auto-empirical-research-skills
github.com/brycewang-stanford/auto-empirical-research-skills
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