ML Paper Writing
Skill Verifiziert AktivWrite publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring arguments, verifying citations, or preparing camera-ready submissions. Includes LaTeX templates, reviewer guidelines, and citation verification workflows.
To empower researchers to write high-quality, publication-ready ML/AI papers efficiently and effectively, by providing expert guidance, reusable templates, and robust workflows for every stage of the process.
Funktionen
- Expert guidance on paper writing philosophy
- LaTeX templates for major AI conferences
- Workflows for drafting and structuring arguments
- API-driven citation verification to prevent hallucinations
- Guidance on conference-specific requirements and submission formats
Anwendungsfälle
- Starting a new paper draft from a research repository
- Drafting or revising specific sections of an ML paper
- Finding, verifying, and formatting citations for related work
- Converting papers between different conference formats
- Preparing camera-ready submissions and adhering to conference checklists
Nicht-Ziele
- Generating entire papers autonomously without human input
- Replacing the core research or experimental work
- Providing legal advice on intellectual property
- Conducting new research or experiments
Workflow
- Understand the research project and its contribution
- Draft sections iteratively, starting with Figure 1, Abstract, and Introduction
- Search for, verify, and format citations programmatically
- Adhere to conference-specific requirements and formatting
- Review and refine the paper based on feedback, addressing limitations and ethical considerations
- Prepare camera-ready version and ensure all checklist items are met
Praktiken
- Academic Writing
- Research Methodology
- Citation Management
- Technical Documentation
Voraussetzungen
- Access to Claude Code environment
- Python 3.8+ environment (for API interactions, optional but recommended)
- Optionally, Exa MCP installed for enhanced paper search
Installation
npx skills add davila7/claude-code-templatesFührt das Vercel skills CLI (skills.sh) via npx aus — benötigt Node.js lokal und mindestens einen installierten skills-kompatiblen Agent (Claude Code, Cursor, Codex, …). Setzt voraus, dass das Repo dem agentskills.io-Format folgt.
Qualitätspunktzahl
VerifiziertVertrauenssignale
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