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Paper Orchestra (Automated Paper-Writing Pipeline)

Orchestrates five sub-agents to turn your idea and experiment logs into a submission-ready LaTeX manuscript and compiled PDF.

Content & WritingAdvanced★ 697⑂ 98AI score 9/10Last updated: Nov 4, 2026

What it does

A top-level orchestrator that runs the full PaperOrchestra five-agent pipeline inside Claude Code.

  • You drop idea.md, experimental_log.md, a conference template.tex and conference_guidelines.md into workspace/inputs/
  • Pre-flight gates run first: input validation, idea-density thresholds, idea↔log consistency cross-check, and a TeX package probe so the writer picks compilable LaTeX patterns
  • Step 1 outline → Steps 2 & 3 figure plotting + literature review (run in parallel) → Step 3.5 outline reconciliation against the real citation pool → Step 4 single multimodal call that writes the whole paper → Step 5 simulated-reviewer refinement (max 3 iterations, rolls back on score regression)
  • Deterministic gates for orphan citations, LaTeX sanity, author-identity leakage, and numeric claim-vs-evidence grounding
  • Finishes with latexmk -pdf and a provenance.json of input/output hashes for reproducibility

Who it's for

  • Researchers with finished experiments and an empty manuscript before a conference deadline
  • Grad students who need scattered logs and numbers turned into one coherent narrative
  • Engineers studying a concrete, production-style multi-agent pipeline design
  • Prerequisites: LaTeX/latexmk installed, Python available, and all five companion sub-skills installed

Examples

  1. "Write a paper from my experiments" — fill workspace/inputs/, then the skill runs everything from validation to PDF compile.
  2. "Turn this idea and these results into a conference submission" — the draft respects the page limit and mandatory sections in your guidelines file.
  3. "Pull the material from my research notes folder" — if idea.md is missing, it invokes the research aggregator on that directory and re-validates.

· · · Install guide · · ·

Try it now, no install

Paste this into Claude to use the skill without installing anything.

Read the instructions in this file and follow them to help me:
https://raw.githubusercontent.com/Ar9av/PaperOrchestra/HEAD/skills/paper-orchestra/SKILL.md

What I want: (describe your task here)

If Claude can't open the link, open it yourself and paste the contents instead.

↓ If it works for you, download the ZIP below and install it. Then it runs on its own — no pasting each time.

Install in the Claude app (no terminal)
  1. Download the ZIP with the button below.
  2. In Claude, open Settings → Capabilities and turn on 'Code execution and file creation'. (one time)
  3. Go to Customize → Skills → + → 'Upload a skill' and upload the ZIP.
↓ Download ZIP
Install in Claude Code

Let Claude do it — paste this into Claude Code

Install the skill I found on AI Skill Mart.
Copy the skills/paper-orchestra folder from the GitHub repo Ar9av/PaperOrchestra into my ~/.claude/skills/paper-orchestra/.
When it's done, tell me in one line what this skill can do.

Install with a command instead

git clone https://github.com/Ar9av/PaperOrchestra.git /tmp/PaperOrchestra && mkdir -p ~/.claude/skills && cp -r /tmp/PaperOrchestra/skills/* ~/.claude/skills/

⚠ This is a third-party skill. Check the source repository before installing.

  1. Open a terminal.
  2. Clone the repository: git clone https://github.com/Ar9av/PaperOrchestra.git
  3. Create the skills directory: mkdir -p ~/.claude/skills
  4. Copy ALL sub-skills (the orchestrator will not work alone): cp -r PaperOrchestra/skills/* ~/.claude/skills/
  5. Install LaTeX (macOS: brew install --cask mactex-no-gui; Ubuntu: sudo apt install texlive-full latexmk).
  6. Restart Claude Code and run /skills to confirm paper-orchestra is listed.
  7. In your project folder run python ~/.claude/skills/paper-orchestra/scripts/init_workspace.py --out workspace/, then add idea.md, experimental_log.md, template.tex and conference_guidelines.md to workspace/inputs/.
  8. Ask Claude Code: "Run paper-orchestra on workspace/".
View source on GitHub ↗License: NOASSERTION