paper-draft

Draft venue-aware academic prose from research fragments with claim-first structure.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/UnaryLab/ai-for-research --skill paper-draft-unarylab
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: paper-draft
Source: https://github.com/UnaryLab/ai-for-research/tree/main/skills/paper-draft
Command: npx skills add https://github.com/UnaryLab/ai-for-research --skill paper-draft-unarylab

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

paper-draft turns research fragments, experiment outcomes, and rough ideas into venue-aware, claim-forward academic prose while reducing reviewer-visible AI-flavor.

Core Features & Use Cases

  • Venue-aware drafting: Tailors structure, rhetorical moves, and tone for Nature-family, top AI/ML conferences, and computer-architecture venues.
  • Interactive framing before writing: Runs structured brainstorming to convert vague ideas into concrete, falsifiable claims before drafting.
  • Section- and scope-specific output: Drafts abstracts, introductions, related work, methods, evaluation, motivation, discussion, and full outlines without forcing a one-shot full-paper dump.
  • Anti-AI-tells guidance: Uses explicit constraints so generated text avoids common robotic phrasing and structural patterns.
  • Voice matching loop (optional): Can analyze user exemplars and produce drafts in the user’s writing voice using a reusable voice card.

Quick Start

Use the paper-draft skill to draft the introduction for your target venue from your existing results and contribution bullets.

Frequently Asked Questions about paper-draft

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I draft academic paper prose from research results without sounding like AI?

Academic paper drafting from research results uses anti-AI-tell constraints and claim-first structure to avoid robotic phrasing, enforcing evidence-grounded prose with placeholders instead of invented numbers.

What is the best way to write an introduction for a Nature-family journal or AI/ML conference?

Venue-aware drafting tailors rhetorical structure, moves, and tone for specific targets like Nature-family, top AI/ML conferences, and computer-architecture venues, requiring interactive venue selection before generating section-specific output.

Can I draft individual sections like abstracts, related work, and methods without generating a full paper?

Yes, section-specific drafting supports abstracts, introductions, related work, methods, evaluation, motivation, and discussion independently, avoiding a one-shot full-paper dump.

How do I convert vague research ideas into concrete claims for paper drafting?

Interactive framing runs structured brainstorming before writing to convert vague ideas into concrete, falsifiable claims, ensuring the resulting draft maintains a claim-first rhetorical structure.

Does voice matching work for academic writing style transfer across different paper sections?

Optional voice-card-based style transfer analyzes user exemplars to produce drafts in the user's writing voice, creating a reusable voice card applicable across different sections of the academic paper.

What are the limitations of automated paper drafting for computer-architecture venues?

Automated paper drafting requires evidence-grounded inputs and uses placeholders instead of invented numbers, meaning it cannot fabricate experimental results or substitute for missing research data needed for computer-architecture venue submissions.