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Paper Writing Pipeline

Chains planning, figures, LaTeX writing, PDF build and review loops into one paper workflow

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

What it does

This skill tells an AI agent to run a multi-stage pipeline that turns a research narrative report into a compiled, reviewed LaTeX paper and PDF. It calls several sub-skills in order: planning an outline, generating figures, writing the LaTeX, compiling it, then running review-and-revise rounds using a separate reviewer model. It also adds assurance gates (audits that must produce artifacts when set to submission level) so the agent reports whether the paper is provisionally or fully submission-ready.

Great for

  • Researchers who already have experiment results and want a first full draft in LaTeX
  • Students preparing a conference or journal submission who want a structured workflow
  • Teams that want reproducible, reviewed paper drafts with an audit trail

Skip it if

  • Anyone expecting a paper that is ready to submit without human checking: the file itself says same-family reviews are provisional and fabricated or weak claims can still slip through, so a human must verify facts, citations and results
  • Users without research results: the skill needs a narrative report or experiment data, otherwise it will invent content
  • Users who do not want code execution or external reviewer API calls, since the pipeline compiles LaTeX and calls reviewer model services

Try asking

  • “Turn my NARRATIVE_REPORT.md into a full NeurIPS-style paper with figures and a compiled PDF”
  • “Run the paper writing pipeline for my experiments, venue ICML, human checkpoint on”
  • “Take my existing PAPER_PLAN.md and continue from the contract negotiation phase through to the PDF”
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 report with quantitative results and figure descriptions, since output quality depends heavily on input detail
  • Set a human checkpoint or AUTO_PROCEED to false if you want to review each phase before the agent continues
  • Read the final assurance status line and do not treat Submission-ready: provisional as a sign the paper has been independently verified

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.