introduction-writing-guide
Guide to writing effective research paper introductions
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
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Guide to writing effective research paper introductions
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
Route empirical-research requests through the Auto-Empirical Research Skills catalog when this whole repository is installed as one skill in Codex, CodeBuddy, Claude Code, or another IDE. Use to choose and load the right vendored AERS skill for causal inference, econometrics, replication, data acquisition, manuscript writing, peer review and referee responses, citation checking, de-AIGC editing, or full empirical-paper workflows without reading the entire repository at once.
公司金融实证研究的"漏斗式选题查找器"。互动开场先后询问 (1) 研究方向、(2) 候选标题数量 N, 再扫描全球文献(已出版英文学术期刊 + SSRN working paper + 全球高校 department seminar 1 年内日程),基于 Edmans (2024) "1000 Rejections" 红线生成 N 个候选标题,**通过并行 subagent(Agent 工具)批量生成计划书 + 查新;每个 subagent 必须强制调用 Skill 工具加载 econfin-proposal 与 novelty-check 两个预设 skill 完成各自模块**,**只有当 novelty score >= 9 时(即 JF/JFE/RFS 顶刊层次),subagent 才把 proposal + 查新报告合并的 md 写入 F:\Dropbox\CC\选题大全\<研究方向短名>\(以"简短选题名称-分数"命名,子文件夹名由 Step 0 从用户输入的研究方向派生);< 9 分的选题在 subagent 内部直接丢弃,绝不写盘、绝不输出**。当用户说"找选题"、"帮我找选题"、"想做 X 方向"、 "empirical CF idea search"、"批量生成研究计划书"、"100 ideas"、"econfin-idea-finder" 时触发。
Create and compile beautiful Beamer presentations following the Rhetoric of Decks philosophy. Use when making slides, creating decks, or compiling .tex presentation files.
Scaffold a new research project with standard directory structure, CLAUDE.md template, and documented README. Use this at the start of every new project to ensure consistent organization.
Download, split, and deeply read academic PDFs. Use when asked to read, review, or summarize an academic paper. Splits PDFs into 4-page chunks, reads them in small batches, and produces structured reading notes — avoiding context window crashes and shallow comprehension.
This skill should be used when the user asks to "create a slash command", "add a command", "write a custom command", "define command arguments", "use command frontmatter", "organize commands", "create command with file references", "interactive command", "use AskUserQuestion in command", or needs guidance on slash command structure, YAML frontmatter fields, dynamic arguments, bash execution in commands, user interaction patterns, or command development best practices for Claude Code.
| name | introduction-writing-guide |
| description | Guide to writing effective research paper introductions |
| metadata | {"openclaw":{"emoji":"🖊️","category":"writing","subcategory":"composition","keywords":["introduction writing","research background","literature gap"],"source":"wentor-research-plugins"}} |
Write compelling research paper introductions using the CARS (Create A Research Space) model with structured approaches for establishing context, identifying gaps, and motivating your study.
John Swales' Create A Research Space (CARS) model is the most widely used framework for structuring academic introductions. It consists of three rhetorical "moves":
| Move | Purpose | Typical Length |
|---|---|---|
| Move 1: Establishing a territory | Show the research area is important and active | 2-4 paragraphs |
| Move 2: Establishing a niche | Identify a gap, question, or problem | 1-2 paragraphs |
| Move 3: Occupying the niche | State what your paper does to address the gap | 1-2 paragraphs |
Signal that the topic is important, interesting, or well-established:
Pattern phrases:
- "X has attracted considerable attention in recent years..."
- "The role of X in Y is well established..."
- "X is a fundamental aspect of..."
- "Understanding X is critical for..."
- "Recent advances in X have transformed..."
Summarize the current state of knowledge:
Pattern phrases:
- "Previous studies have demonstrated that..."
- "It is widely accepted that X leads to Y..."
- "Several approaches have been proposed to address X, including..."
- "Research in this area has traditionally focused on..."
Cite specific studies to build the scholarly context:
Example paragraph:
"Smith et al. (2020) demonstrated that X improves Y by 30%.
Building on this finding, Jones (2021) extended the approach to Z domain,
reporting similar gains. Meanwhile, Chen and Lee (2022) proposed an
alternative framework that addresses the scalability limitations of
earlier methods."
Tips for Move 1:
This is the most critical move. You must convince the reader that there is a problem worth solving.
Pattern phrases:
- "However, these approaches suffer from..."
- "Despite these advances, X remains poorly understood..."
- "A major limitation of existing methods is..."
- "These findings have been contradicted by..."
Pattern phrases:
- "To date, no study has examined..."
- "Little attention has been paid to..."
- "The relationship between X and Y has not been explored..."
- "A comprehensive analysis of X is still lacking..."
Pattern phrases:
- "An open question is whether X can be applied to..."
- "It remains unclear how X affects Y under conditions Z..."
- "This raises the question of..."
Pattern phrases:
- "Following the approach of Smith (2020), we extend..."
- "Building on recent advances in X, this paper..."
Tips for Move 2:
Pattern phrases:
- "In this paper, we propose..."
- "The present study aims to..."
- "This work introduces a novel approach to..."
- "We address this gap by..."
Pattern phrases:
- "Our results demonstrate that..."
- "We show that X outperforms Y by Z%..."
- "The key finding is that..."
Example:
"The remainder of this paper is organized as follows. Section 2
reviews related work. Section 3 describes our methodology. Section 4
presents experimental results. Section 5 discusses implications and
limitations. Section 6 concludes."
[Move 1A: Centrality claim - 1-2 sentences]
[Topic] is a critical challenge in [field], with applications
in [area 1], [area 2], and [area 3].
[Move 1B-1C: Background and review - 2-3 paragraphs]
Previous work has established that [known fact]. Smith et al. (2020)
showed [finding 1]. Jones (2021) extended this to [finding 2].
More recently, Chen (2022) demonstrated [finding 3].
[Move 2: Gap identification - 1 paragraph]
However, existing approaches have several limitations. First, [limitation 1].
Second, [limitation 2]. To date, no work has addressed [specific gap].
[Move 3A: Purpose statement - 1-2 sentences]
In this paper, we propose [method/framework] to address [gap].
Our approach differs from prior work in [key difference].
[Move 3B: Key findings - 1-2 sentences]
Our experiments on [benchmark] demonstrate that [main result],
achieving [quantitative improvement] over the state of the art.
[Move 3C: Structure outline - optional, 1-2 sentences]
The rest of this paper is organized as follows...
| Mistake | Problem | Fix |
|---|---|---|
| Too broad opening | "Since the dawn of time..." | Start at the field level, not civilization level |
| No clear gap | Reader does not understand why the paper is needed | State the gap explicitly in 1-2 sentences |
| Overpromising | Claims too broad relative to actual contribution | Use hedging: "we investigate" not "we solve" |
| Citing too few papers | Appears unaware of related work | Cite 15-25 papers in a typical introduction |
| Too long | Buries the contribution | Aim for 1-2 pages (conference) or 2-4 pages (journal) |
| Jargon overload | Inaccessible to non-specialist reviewers | Define key terms on first use |