ACL Reproducibility

ACL Reproducibility is a Writing skill for Claude Code, published by brycewang-stanford in Awesome-Journal-Skills.

974 stars125 forkson brycewang-stanford/Awesome-Journal-SkillsAdded 2026/08/12+2% in starsRepository updated 2026/08/09

academic-researchacademic-writingagent-skillsai-agentsanthropicawesome-listcausal-inferenceclaudeclaude-codeeconometricseconomicsempirical-researchfinancejournalllmmcppeer-reviewreplicationresearch-toolsscholarly-publishing

Install in seconds

Install ACL Reproducibility

Copy ACL Reproducibility 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/brycewang-stanford/Awesome-Journal-Skills/tree/main/ACL-Skills/skills/acl-reproducibility ~/.claude/skills/acl-reproducibility

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/brycewang-stanford/Awesome-Journal-Skills.git

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

In this catalog

Source file: ACL-Skills/skills/acl-reproducibility/SKILL.md in brycewang-stanford/Awesome-Journal-Skills
Installs to: ~/.claude/skills/acl-reproducibility
Collection: One of 53 skills cataloged from this repository
Category: Writing — 1012 skills

What ACL Reproducibility does

ACL Reproducibility helps strengthen an ACL/ARR paper’s reproducibility evidence by checking checklist responses, experiment reporting, contamination risks, variance, and consistency between the paper and supplement. Use it before submission or camera-ready to audit claims against the Responsible NLP checklist.

ACL Reproducibility is cataloged under Writing on DirSkills. ACL Reproducibility comes from a repository tagged academic-research, academic-writing, agent-skills, ai-agents and anthropic.

Documentation

README

Excerpt

ACL Reproducibility

Use this before an ARR deadline and again at camera-ready. At ACL the reproducibility instrument is the Responsible NLP checklist: it is mandatory, reviewers read it alongside the paper, and ARR policy makes incorrect or misleading checklist content a desk-rejection ground. Treat it as a claims audit, not paperwork.

The checklist as a claims audit

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

Frequently asked about ACL Reproducibility

What else does brycewang-stanford publish alongside ACL Reproducibility?
ACL Reproducibility is one of 53 skills that DirSkills catalogs from brycewang-stanford/Awesome-Journal-Skills, the repository it ships in. Its siblings there include AAAI Artifact Evaluation, AAAI Author Response and AAAI Camera Ready. Each one is a separate skill with its own page in this directory, installs the same way ACL Reproducibility does, and is maintained by brycewang-stanford in that same repository. The rest of the collection is listed on the brycewang-stanford/Awesome-Journal-Skills page.
How does ACL Reproducibility compare to other Writing skills?
ACL Reproducibility ranks #466 by stars among the 1012 Writing skills in this catalog. The most-starred ones next to it are Article Writing, Social Media Content Calendar and Knowledge Comic Creator. 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 ACL Reproducibility against them. Open each page to compare what they document and how they install.