research-paper-writing

Rewrites ML/CV/NLP research paper sections with structured templates and reviewer-style self-review checklists.

609|50|Updated Jul 7, 2026
One-click install
npx skills add https://github.com/poco-ai/Agentero --skill research-paper-writing-poco-ai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: research-paper-writing
Source: https://github.com/poco-ai/Agentero/tree/main/templates/vault/.agents/skills/research-paper-writing
Command: npx skills add https://github.com/poco-ai/Agentero --skill research-paper-writing-poco-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? Drafting and revising academic papers often suffers from unclear paragraph flow, unsupported claims, weak introductions, and reviewer rejection risks that authors only discover after submission. This Skill provides section-by-section writing guidance, templates, and adversarial self-review checklists to produce reviewer-friendly drafts. ## Core Features & Use Cases - Section-Specific Guides: Dedicated references for Abstract, Introduction, Related Work, Method, Experiments, and Conclusion, each with multiple structural templates and sentence skeletons. - Paragraph Clarity Checks: Reverse outlining and flow diagnostics to ensure one message per paragraph with explicit sentence-to-sentence relations. - Claim-Evidence Alignment: Hard checks that every major claim in the Abstract and Introduction is backed by experimental evidence, plus a five-dimension adversarial self-review before submission. - Use Case: A researcher revising an Introduction can load the introduction guide, pick a technical-challenge template, rewrite paragraph by paragraph, then run the paper-review checklist to catch rejection risks before submission. ## Quick Start Use the research-paper-writing skill to rewrite my paper's Introduction section and check that every claim is supported by my experiments.

Frequently Asked Questions about research-paper-writing

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

FAQPage Schema
How do I improve the flow of a research paper paragraph?

Check that each paragraph carries one explicit message stated in its first sentence, then run reverse outlining: write down the thesis, each topic sentence, and supporting evidence, and verify every paragraph maps back to the thesis. Add transition phrases showing cause, contrast, or consequence between sentences.

How to write an abstract for a machine learning paper?

Choose one of three templates: challenge then contribution, challenge then insight then contribution, or multiple contributions each paired with its technical advantage. Answer pre-writing questions about the technical problem, contribution, and why the method works before drafting.

What should a paper self-review checklist cover before submission?

Cover five dimensions: contribution novelty, writing clarity, experimental strength, evaluation completeness, and method design soundness. Verify every major claim in the Abstract and Introduction is technically correct and explicitly supported by experimental evidence.

Does this skill work for papers outside ML and computer vision?

The templates and examples are drawn from ML/CV/NLP-style papers, so they fit those venues best. The general principles like one message per paragraph and claim-evidence alignment transfer to other technical fields, but section templates may need adaptation.

Why do reviewers reject papers with weak experiments sections?

Rejections commonly come from marginal improvements over baselines, missing ablations for key design choices, absent strong recent baselines, or datasets too simple to prove effectiveness. The experiments guide requires comparison, ablation, and generalization evidence tied to each claimed contribution.