skills/43-wentorai-research-plugins/skills/writing/composition/introduction-writing-guide/SKILL.md
Guide to writing effective research paper introductions
npx skillsauth add brycewang-stanford/Awesome-Agent-Skills-for-Empirical-Research introduction-writing-guideInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
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 |
tools
Recommend AND run open-source AI tools, agents, Claude Code / Codex skills, and MCP servers for any stage of a literature review — searching, reading, extracting, synthesizing, screening, citation-checking, and paper writing. Use when the user asks "what tool should I use to..." OR "install/run/use <tool> to ..." for research/lit-review work: automating a survey or related-work section, PDF→Markdown extraction for LLMs (MinerU/marker/docling), PRISMA / systematic review (ASReview), citation-backed Q&A over PDFs (PaperQA2), wiring papers into Claude/Cursor via MCP (arxiv/paper-search/zotero servers), or chatting with a Zotero library. Ships a launcher (scripts/litrun.py) that installs each tool in an isolated venv and runs it. Curated catalog of 70+ vetted projects. 支持中英文(用于「文献综述工具选型」与「一键安装/运行」)。
development
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.
documentation
Use when the project collects primary data or runs a field, lab, or survey experiment, before the intervention begins — write the pre-analysis plan, size the sample from a power calculation, and register with the AEA RCT Registry. Apply after the design is chosen in aer-identification and before any outcome data are seen.
tools
Guide economists to authoritative data sources with explicit, confirmed data specifications before retrieval; interfaces with Playwright MCP to navigate portals and extract real data, not articles about data.