Skills for Real Engineers. Straight from my .agents directory.
research-paper-writing
Agent skill fromMaster-cai/Research-Paper-Writing-Skills
Improve academic paper writing quality for ML/CV/NLP-style papers with clear section structure, paragraph flow, and reviewer-facing presentation. Use when drafting or revising Abstract, Introduction, Related Work, Method, Experiments, or Conclusion; polishing figures/tables; checking claim-support alignment; or performing self-review before submission.
How to install research-paper-writing
npx skills add Master-cai/Research-Paper-Writing-Skills# or add only this skill to Claude Code: copy the folder
research-paper-writing/
# into
~/.claude/skills/research-paper-writing/ (all projects)
.claude/skills/research-paper-writing/ (one project)
1# Research Paper Writing23## Overview45Use this skill to rewrite a research paper into a reviewer-friendly, high-clarity draft.6Prioritize first-impression quality (figures/tables/layout), logical flow, and evidence-backed claims.78## Core Workflow9101. Clarify the paper story before sentence-level edits.112. Use section-specific guidance in `references/`.123. Rewrite paragraph-by-paragraph with one message per paragraph.134. Run reverse outlining after writing each section.145. Check every major claim in Abstract/Introduction against experimental evidence.156. Run final-paper adversarial review with `references/paper-review.md`.1617## Global Principles18191. Keep one paragraph for one message only.202. State the paragraph message in the first sentence.213. Make nouns self-contained; define new terms before reusing them.224. Maintain sentence-to-sentence flow (cause, contrast, consequence, or refinement).235. Iterate with adversarial self-review: read as a skeptical reviewer.246. Treat visual quality as core content, not decoration.257. Use a clean teaser and pipeline figure.268. Use readable, minimal-ink tables.279. Keep formatting consistent and tidy.2829## Paragraph Clarity Check (Important)3031Use this quick test whenever the user asks whether a paragraph "flows" or is clear.32331. Read as an external reader:34 - Does this paragraph have one explicit message?35 - Does the first sentence state what this paragraph will do?36 - Are all key nouns/terms readable without hidden context?37…
Excerpt shown under the repository's MIT license.
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