research-paper-writing

Drafts and reviews ML, CV, and NLP paper sections using structured writing guides.

Updated May 29, 2026
One-click install
npx skills add https://github.com/RatnaAtika/Indonesian-ASR-11-Class-Dataset --skill research-paper-writing-ratnaatika
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: research-paper-writing
Source: https://github.com/RatnaAtika/Indonesian-ASR-11-Class-Dataset/tree/main/.agents/skills/research-paper-writing
Command: npx skills add https://github.com/RatnaAtika/Indonesian-ASR-11-Class-Dataset --skill research-paper-writing-ratnaatika

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? Writing a machine learning, computer vision, or NLP paper section by section is hard: abstracts lack structure, claims drift from evidence, and reviewer-style self-checks get skipped. This Skill provides curated section-by-section writing guidance so drafts follow proven research-paper conventions. ## Core Features & Use Cases - Section-Level Writing Guides: Draft or rewrite Abstract, Introduction, Method, Experiments, Conclusion, and Related Work using templates curated from Prof. Peng Sida's open research notes. - Claim–Evidence Checking: Review results discussions to verify every claim is backed by reported experiments, flagging missing references or invented numbers. - Reviewer-Mindset Self-Review: Run a pre-submission pass over the manuscript to catch weak logic and paragraph flow issues. - Use Case: You have benchmark results for nine ASR models and need a Methods and Experiments section. Use this Skill to structure the fair-comparison protocol narrative and align each table with its claims. ## Quick Start Use the research-paper-writing skill to draft the Experiments section of my ASR benchmark paper from these result tables.

Frequently Asked Questions about research-paper-writing

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

FAQPage Schema
How do I write the Experiments section of a machine learning paper?

Structure the Experiments section around datasets, baselines, metrics, and results tables, then tie every claim to reported numbers. This Skill provides section-specific templates and a claim-evidence checker to keep the discussion aligned with your actual results.

How to improve an abstract for an NLP or CV paper?

Rewrite the abstract to cover problem, method, key result, and contribution in that order, keeping it self-contained. The Skill's reference guides give concrete patterns for tightening paragraph flow and section logic.

Can this Skill write humanities or social science papers?

No, it is scoped to ML, CV, and NLP papers whose norms come from Prof. Peng Sida's research notes. For humanities or social science writing, the documentation directs you to the academic-research-suite skill instead.

Does the paper writing guide work with LaTeX manuscripts?

Yes, it targets typical ML paper projects using main.tex, manuscript.tex, or venue styles like neurips, iclr, and acl. It operates on section narrative and claim structure rather than compiling LaTeX itself.

What are the limitations of this paper writing skill?

It never invents references or experimental numbers and flags missing content instead. It also defers citation integrity and full pipeline orchestration to academic-research-suite, handling only section-level writing.