research-paper-writing

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

Updated Aug 26, 2026
One-click install
npx skills add https://github.com/coollx/stable-harness --skill research-paper-writing-coollx
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: research-paper-writing
Source: https://github.com/coollx/stable-harness/tree/main/paper/.claude/skills/research-paper-writing
Command: npx skills add https://github.com/coollx/stable-harness --skill research-paper-writing-coollx

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? Drafting and revising academic papers for ML/CV/NLP venues often suffers from unclear paragraph flow, unsupported claims, weak introductions, and reviewer-facing presentation issues. This Skill provides section-by-section writing guidance, templates, and an adversarial review checklist to produce reviewer-friendly drafts. ## Core Features & Use Cases - Section-Specific Guides: Dedicated references for Abstract, Introduction, Related Work, Method, Experiments, and Conclusion, loaded only when needed. - Claim-Evidence Alignment: Enforces that every major claim in the Abstract and Introduction is backed by experimental evidence, with a claim-evidence map output. - Adversarial Self-Review: A five-dimension checklist (contribution, writing clarity, experimental strength, evaluation completeness, method design soundness) to catch rejection risks before submission. - Use Case: When revising an Introduction, the Skill applies templates for task framing, technical-challenge chains, and pipeline presentation, then runs reverse outlining to verify paragraph flow. ## 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 has one explicit message stated in its first sentence, then run reverse outlining: write down the thesis, each topic sentence, and supporting evidence, and verify they map cleanly. Add transition phrases showing cause, contrast, or consequence between sentences.

How to write a strong abstract for an ML paper?

Use 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.

How do I format LaTeX tables for research papers?

Use booktabs style with \toprule, \midrule, and \bottomrule instead of vertical lines or dense \hline stacks. Place captions above tables, label metric direction in headers like PSNR ↑, keep decimal precision consistent, and highlight key numbers with subtle color.

When should I not use template-based paper writing guidance?

Avoid templates when they push you to hide concrete method details behind abstract insights to appear novel, which reviewers read as shallow work. Also defer to your venue or project style guide when its rules conflict with the skill's guidance.