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Academic Paper Writing Skill Wiki

Academic Paper Writing Skill is an evidence-first Agent Skill for Codex, Claude Code, and other agents that support the SKILL.md skill layout.

It helps with research papers, literature reviews, rebuttals, revisions, research writing, experiment planning, claim-evidence mapping, and academic integrity checks. Undergraduate thesis and graduation project workflows are supported as compatible scenarios, but the main positioning is research writing.

For a fast overview, hero image, positioning, and install summary, start with the repository README. This Wiki is the deeper user guide for people who already want workflow details, examples, and failure-mode guidance.

What This Skill Is

This project is not a single writing prompt. It is a modular workflow system that asks the agent to build auditable intermediate artifacts before writing polished prose.

Core outputs include:

Output	Purpose
Literature matrix	Track verified papers, methods, datasets, claims, limitations, and relevance.
Novelty verification	Compare a proposed idea against prior work before making strong claims.
Experiment matrix	Record metrics, datasets, baselines, ablations, and result status.
Claim ledger	Map every strong claim to literature, experiments, tests, proofs, or official requirements.
Integrity checklist	Detect fabricated citations, inflated SOTA claims, fake results, and invented requirements.
Rebuttal matrix	Turn reviewer comments into evidence-backed responses and revision actions.

Start Here

• Installation
• Use Cases
• Research Paper Workflow
• Literature Review Workflow
• Rebuttal Template Guide
• Thesis and Capstone Usage
• Claim Ledger Example
• Evidence and Integrity
• Common Mistakes
• Module Routing
• Examples and Templates
• FAQ

Scope

Best fit:

• research paper planning, drafting, revision, and packaging;
• literature review and related work matrices;
• novelty, SOTA, venue, and experiment planning;
• rebuttal and simulated review workflows;
• claim-evidence checks and integrity review.

Compatible but secondary:

• undergraduate thesis;
• graduation project;
• capstone evidence maps;
• school-assessed reports and defense preparation.

Non-Endorsement Note

This is an independent community skill. References to Codex, Claude Code, or Agent Skills describe compatible usage surfaces and do not imply official endorsement.

中文说明

Academic Paper Writing Skill 是一个面向 Codex、Claude Code 以及兼容 SKILL.md 目录结构的 Agent Skill。它的核心定位是学术论文、文献综述、rebuttal、研究写作、实验规划、证据链管理和学术完整性检查。

README 负责第一眼定位、hero 图、快速安装和 star 转化；Wiki 负责更长的使用教程、模板解释、FAQ 和常见风险说明。

核心输出包括：

输出	用途
文献矩阵	记录已验证论文、方法、数据集、主张、局限和相关性。
创新性检查	在提出强 claim 前，对照已有工作检查 novelty。
实验矩阵	记录指标、数据集、baseline、消融实验和结果状态。
Claim ledger	把每个强主张映射到文献、实验、测试、证明或官方要求。
完整性清单	检查虚构引用、夸大 SOTA、未完成实验写成已完成等问题。
Rebuttal 矩阵	将审稿意见转成有证据支撑的回复策略和修改动作。

本科论文、毕业设计和 capstone 可以作为兼容场景使用，但不是这个仓库的主卖点。主定位仍然是 research paper、literature review、rebuttal 和 evidence-first academic workflow。