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Paper Writing Pipeline

Chains planning, figures, LaTeX writing, compilation and review into a submission-style PDF

Source Download skill
Repository
wanshuiyin/Auto-claude-code-research-in-sleep
Stars
18,482
Licence
MIT
Files
1 file

What it does

This skill acts as a coordinator for writing a full research paper. Given a narrative report of research results, it walks the agent through five sub-steps: outlining the paper, generating plots and tables from data, drafting LaTeX sections with citations, compiling a PDF, and running a review-and-revise loop. It is designed so that a second AI model (Gemini, via an MCP bridge) acts as the reviewer, and the sub-skills it calls are not included in this file alone.

Great for

  • Researchers who already have experiment results and want a first full LaTeX draft quickly
  • Codex users who want Gemini as an independent reviewer of a generated paper
  • Students drafting a conference-style paper who will heavily edit the output afterwards

Skip it if

  • Anyone expecting a submission-ready paper without expert review: the output is machine-drafted and the skill itself says it should be checked, and claims may be overstated or unsupported if the input is thin
  • Work where unpublished data or confidential results must not leave the machine, since the reviewer step calls an external model service
  • Users who only want a single section or a short edit; the pipeline is heavyweight and depends on several other skills not contained in this file

Try asking

  • “Write a full ICLR-style paper from my NARRATIVE_REPORT.md”
  • “Turn my research report into a polished PDF using the paper writing pipeline”
  • “Run the paper pipeline with venue NeurIPS and human checkpoints turned on”
Step-by-step guide: how to use Paper Writing PipelineInstall, first run, examples, tips and FAQs

Install in 3 steps

  1. 1

    Download the skill

    The ZIP contains the 1 original files, the MIT licence and an attribution note.

    paper-writing.zip
  2. 2

    Add it to your agent

    Claude Code (all projects)

    mkdir -p ~/.claude/skills && unzip paper-writing.zip -d ~/.claude/skills/

    Claude Code / Agent SDK (this project only)

    mkdir -p .claude/skills && unzip paper-writing.zip -d .claude/skills/

    Claude apps (web/desktop): Settings → Capabilities → Skills → Upload skill, and choose the ZIP.

  3. 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

  • Provide a detailed narrative with quantitative results and figure descriptions; the skill says output quality tracks input detail.
  • Keep AUTO_PROCEED or HUMAN_CHECKPOINT set so you can review the plan and each round's score before accepting the result.
  • Verify every claim, citation and number in the final PDF yourself before any submission.

What's inside

  • SKILL.md

Redistributed unmodified from wanshuiyin/Auto-claude-code-research-in-sleep 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.