ml-paper-writing
Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM
by orchestra-researchFree
Description
ml-paper-writing is an agent skill from the orchestra-research AI research skills collection for writing publication-ready machine learning and AI papers. It targets top ML and NLP venues, including NeurIPS, ICML, ICLR, ACL, AAAI and COLM. The skill combines writing guidance drawn from several researchers with practical tools: LaTeX templates, citation verification through APIs, and checklists for each conference. Its working model is collaborative. Starting from a research repository with code, results and experiment artifacts, the agent explores the project, delivers a complete first draft when the contribution is clear, searches the literature for citations, and refines the draft through feedback. It asks questions only when it is genuinely unsure about a key decision. For systems venues such as OSDI, NSDI, ASPLOS and SOSP, the skill points to a separate systems-paper-writing skill, which has its own structural blueprints and templates. The skill is listed on skills.sh, and its page shows install counts, GitHub stars and security audit results, which include a Socket warning.…
Highlights
- Drafts for NeurIPS, ICML, ICLR, ACL, AAAI and COLM
- LaTeX templates and conference checklists
- Citation verification through APIs
- Drafts a paper from a research repository
- Feedback cycles to refine the draft
- Points to a separate skill for systems venues
Ratings & Reviews
No ratings yet
Be the first to rate ml-paper-writing.
People also visit
latex-posters
Creates research posters in LaTeX using beamerposter, tikzposter, or baposter
ml-pipeline-workflow
Build end-to-end MLOps pipelines from data preparation through model training
ml-pipeline
Designs and implements production-grade ML pipeline infrastructure: configures
ml-paper-writing FAQ
What does this skill do?
It helps an agent write machine learning and AI papers for top conferences, starting from a research repository and its results.
Which venues does it cover?
NeurIPS, ICML, ICLR, ACL, AAAI and COLM. For OSDI, NSDI, ASPLOS and SOSP, the skill refers to a separate systems-paper-writing skill.
What does it include?
LaTeX templates, citation verification APIs and conference checklists, plus guidance on structuring arguments.
How does the agent work on a paper?
It explores the repo and results, delivers a full first draft when the contribution is clear, searches for citations, and refines the draft with your feedback.
How do I install it?
Run npx skills add https://github.com/orchestra-research/ai-research-skills --skill ml-paper-writing.
What are the security audit results?
skills.sh lists three audits: Gen Agent Trust Hub Pass, Socket Warn and Snyk Pass. A Warn or Fail is worth reading before you install.
What are the best ml-paper-writing alternatives?
Popular alternatives to ml-paper-writing include latex-posters, ml-pipeline-workflow and fine-tuning-expert. See all ml-paper-writing alternatives