Research Paper Writing
Makes the agent review and rewrite ML/CV/NLP paper sections for clarity, flow, and claim-evidence alignment.
- Repository
- Master-cai/Research-Paper-Writing-Skills
- Stars
- 8,005
- Licence
- MIT
- Files
- 15 files
What it does
Once installed, the agent follows a structured playbook for academic papers: it outlines the paper's story first, rewrites each paragraph around one message, checks that Abstract and Introduction claims are backed by experimental evidence, and runs a skeptical 'reviewer' self-check before submission. It returns a section outline, revised paragraphs, a self-review checklist, and a claim-evidence map. The skill is mainly a set of written guidelines and examples rather than software.
Great for
- Researchers and students preparing ML, computer vision, or NLP papers for conference submission
- Authors who want a reviewer-style critique of an Abstract or Introduction before sending it out
- Anyone revising a draft to make its contributions and paragraph flow clearer
Skip it if
- Fields outside ML/CV/NLP-style papers, since the guidance is written for that style (the description targets these fields)
- Ghostwriting or generating claims without real experimental results; the skill tells the agent to weaken or remove unsupported claims, but it cannot verify your data
- Replacing your own review of the science: it improves presentation and does not check whether the research is correct
Try asking
- “Rewrite my Abstract so the contribution is clear to a skeptical reviewer. Here is my draft: ...”
- “Check whether each paragraph in my Introduction has one message and flows into the next.”
- “Give me a claim-evidence map for the claims in my Conclusion and mark which ones need more evidence.”
- “Do a five-dimension self-review of my Method section before I submit.”
Install in 3 steps
- 1
Download the skill
The ZIP contains the 15 original files, the MIT licence and an attribution note.
research-paper-writing.zip - 2
Add it to your agent
Claude Code (all projects)
mkdir -p ~/.claude/skills && unzip research-paper-writing.zip -d ~/.claude/skills/Claude Code / Agent SDK (this project only)
mkdir -p .claude/skills && unzip research-paper-writing.zip -d .claude/skills/Claude apps (web/desktop): Settings → Capabilities → Skills → Upload skill, and choose the ZIP.
- 3
Ask for the task
No special command needed — the agent reads the skill's description and loads it when your request matches. Try one of the prompts above.
Get better results
- Paste your current section text and state the paper's main contribution so the agent can judge the story against it.
- Ask for one section at a time; the skill is designed to load only the guide for the section being edited.
- Treat the output as a reviewer simulation and verify every flagged or weakened claim against your own results.
What's inside
- agents/openai.yaml
- references/abstract.md
- references/conclusion.md
- references/does-my-writing-flow-source.md
- references/examples/abstract-examples.md
- references/examples/abstract/template-a.md
- references/examples/abstract/template-b.md
- references/examples/abstract/template-c.md
- references/examples/index.md
- references/examples/introduction-examples.md
- references/examples/introduction/novel-task-challenge-decomposition.md
- references/examples/introduction/pipeline-not-recommended-abstract-only.md
- references/examples/introduction/pipeline-version-1-one-contribution-multi-advantages.md
- references/examples/introduction/pipeline-version-2-two-contributions.md
- SKILL.md
Redistributed unmodified from Master-cai/Research-Paper-Writing-Skills under the MIT licence. The assessment was drafted with AI from the skill's files on 2026-10-29. Skills can instruct your agent to run code — read SKILL.md and any scripts before installing.