Paper Writing Bench

Paper Writing Bench is an AI Engineering skill for Claude Code, published by Ar9av in PaperOrchestra.

644 stars91 forkson Ar9av/PaperOrchestraAdded 2026/08/24+1% in starsRepository updated 2026/08/09

agentic-aiai-researchanthropicantigravityarxivautomated-paper-writingclaude-codeclaude-skillscoding-agentscursorlatexliterature-reviewllm-agentsmulti-agentpaper-orchestrapaperorchestraresearch-papersemantic-scholarskill-pack

Install in seconds

Install Paper Writing Bench

Copy Paper Writing Bench into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/Ar9av/PaperOrchestra/tree/main/skills/paper-writing-bench ~/.claude/skills/paper-writing-bench

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/Ar9av/PaperOrchestra.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: skills/paper-writing-bench/SKILL.md in Ar9av/PaperOrchestra
Installs to: ~/.claude/skills/paper-writing-bench
Collection: One of 9 skills cataloged from this repository
Category: AI Engineering — 2451 skills

What Paper Writing Bench does

Paper Writing Bench reverse-engineers a research paper into sparse and dense idea notes plus an experimental log for benchmark cases. Use it when you need to evaluate a paper-writing pipeline against a paper-orchestra-style benchmark.

Paper Writing Bench is cataloged under AI Engineering on DirSkills. Paper Writing Bench comes from a repository tagged agentic-ai, ai-research, anthropic, antigravity and arxiv.

Documentation

README

Excerpt

PaperWritingBench (§3)

Faithful implementation of the PaperWritingBench dataset construction procedure from PaperOrchestra (Song et al., 2026, arXiv:2604.05018, §3 and App. C, F.2).

The original benchmark contains 200 papers (100 CVPR 2025 + 100 ICLR 2025). For each paper, the authors reverse-engineer the (I, E) tuple by stripping narrative flow from the original PDF using the three prompts in App. F.2. You can use this skill to reverse-engineer your own benchmark cases from any paper PDF.

What this skill does

Given an existing AI research paper (PDF or markdown extract), produce:

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Paper Writing Bench

What else does Ar9av publish alongside Paper Writing Bench?
Paper Writing Bench is one of 9 skills that DirSkills catalogs from Ar9av/PaperOrchestra, the repository it ships in. Its siblings there include Agent Research Aggregator, Content Refinement Agent and Literature Review Agent. Each one is a separate skill with its own page in this directory, installs the same way Paper Writing Bench does, and is maintained by Ar9av in that same repository. The rest of the collection is listed on the Ar9av/PaperOrchestra page.
How does Paper Writing Bench compare to other AI Engineering skills?
Paper Writing Bench ranks #1866 by stars among the 2451 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Paper Writing Bench against them. Open each page to compare what they document and how they install.