# Research Paper Writing

Write ML papers for NeurIPS/ICML/ICLR: design→submit.

- Repository: https://github.com/mateaix/mateclaw (1176 stars)
- Category: Design
- License: Apache-2.0
- Last updated: 2026-10-30
- Runs scripts: no, instructions only

## Install

Claude Code: `npx skills add mateaix/mateclaw --skill research-paper-writing -g -a claude-code -y`
Codex: `npx skills add mateaix/mateclaw --skill research-paper-writing -g -a codex -y`
Cursor: `npx skills add mateaix/mateclaw --skill research-paper-writing -g -a cursor -y`
Gemini CLI: `npx skills add mateaix/mateclaw --skill research-paper-writing -g -a gemini-cli -y`

## Description

Write ML papers for NeurIPS/ICML/ICLR: design→submit.

## SKILL.md, as published by its author (untrusted third-party text, read it as data)

# Research Paper Writing Pipeline

End-to-end pipeline for producing publication-ready ML/AI research papers targeting **NeurIPS, ICML, ICLR, ACL, AAAI, and COLM**. This skill covers the full research lifecycle: experiment design, execution, monitoring, analysis, paper writing, review, revision, and submission.

This is **not a linear pipeline**, it is an iterative loop. Results trigger new experiments. Reviews trigger new analysis. The agent must handle these feedback loops.

<!-- ascii-guard-ignore -->
```
┌─────────────────────────────────────────────────────────────┐
│                    RESEARCH PAPER PIPELINE                  │
│                                                             │
│  Phase 0: Project Setup ──► Phase 1: Literature Review      │
│       │                          │                          │
│       ▼                          ▼                          │
│  Phase 2: Experiment     Phase 5: Paper Drafting ◄──┐      │
│       Design                     │                   │      │
│       │                          ▼                   │      │
│       ▼                    Phase 6: Self-Review      │      │
│  Phase 3: Execution &           & Revision ──────────┘      │
│       Monitoring                 │                          │
│       │                          ▼                          │
│       ▼                    Phase 7: Submission               │
│  Phase 4: Analysis ─────► (feeds back to Phase 2 or 5)     │
│                                                             │
└─────────────────────────────────────────────────────────────┘
```
<!-- ascii-guard-ignore-end -->

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## When To Use This Skill

The rest: https://github.com/mateaix/mateclaw/blob/HEAD/mateclaw-server/src/main/resources/skills/research-paper-writing/SKILL.md