Menu

Individual skill

ml-paper-writing

Writes and revises machine-learning papers for NeurIPS, ICML, ICLR, ACL, COLM and AAAI, from a research repository or a set of tracked runs to a compiling LaTeX draft in the venue's template, with the contribution stated as claims backed by experiments, ablations and honest baselines. Use for ML or AI conference papers, workshop papers, camera-ready preparation, and rebuttals. For journal articles and other fields use paper-writing; for references use citations; for figures use figures.

backend/cli/skills/core/ml-paper-writing/SKILL.md

Read pinned source

Source commit a08e0ad0ad3d6448123039ee4659163eb2e35d99

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
Yes
Repository scan complete
No
Skill scan complete
Yes
Observed behavior
Network or broad shell
Last checked
Nov 2, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

Repository context

Repository stars (not skill ratings)
4,353
Repository last updated
Nov 6, 2026
License
Apache-2.0

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files
Read excerpt

# ML paper writing

An ML paper makes two or three claims and earns each with an experiment a reviewer could
not have predicted the outcome of. Reviewers at these venues read for the claims first,
then hunt for the ablation that would have falsified them. Write the paper the way they
read it.

## Non-negotiables

1. **Write the `.tex` in the venue's template**, in the working folder, and link it. Copy
   the class and style files from `assets/templates/<venue>/` beside the draft; keep the
   template's `\documentclass`, packages and anonymization mode. A conference class encodes
   the rules the submission is checked against.
2. **Claims are numbered and paid for.** The introduction ends with the contributions, each