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Academic Writing

学术写作

SKILL.md

Academic Writing Skill

Master academic prose: PEEL paragraphs, thesis structure, formal register.


🎯 Skill Purpose

Transform ideas into polished academic prose that meets graduate-level standards.


PEEL Paragraph Structure

ElementPurposeLength
PointTopic sentence stating main idea1 sentence
EvidenceData, quotes, citations1-2 sentences
ExplanationAnalysis connecting evidence to point2-3 sentences
LinkTransition to next paragraph/section1 sentence

Example PEEL Paragraph

Point: AI governance in the energy sector requires balancing operational efficiency with ethical considerations.

Evidence: Floridi's (2019) ethical AI framework identifies five key tensions: transparency, accountability, fairness, sustainability, and human oversight.

Explanation: Equinor's case illustrates these tensions directly—while their Omnia platform generated $330 million in operational savings, the company simultaneously reduced maintenance positions by 1,200, raising questions about the fairness of efficiency gains distribution.

Link: This tension between efficiency and workforce protection forms the analytical core of the following case study.


Section-Specific Guidelines

Introduction (10-15% of total)

Structure:

  1. Hook: Engaging opening that contextualizes the topic
  2. Background: Brief overview of the field/issue
  3. Problem: The gap or tension your research addresses
  4. Research Question: Clear, specific, answerable
  5. Thesis Statement: Your argument in one sentence
  6. Roadmap: Preview of paper structure

Do:

  • Start with a specific example or striking statistic
  • Make the research question explicit
  • End with clear thesis

Don't:

  • Use dictionary definitions
  • Make sweeping historical claims
  • Promise more than you deliver

Literature Review / Theoretical Framework (15-20%)

Structure:

  1. Overview: Map the theoretical landscape
  2. Key Concepts: Define core terms
  3. Debates: Present competing perspectives
  4. Gaps: Identify what's missing
  5. Contribution: How you address the gap

Do:

  • Synthesize sources (don't just summarize)
  • Group by theme, not chronologically
  • Connect theories to your research question

Don't:

  • List sources without analysis
  • Include irrelevant background
  • Skip operational definitions

Methodology / Case Study (15-20%)

Structure:

  1. Approach: Why this method/case
  2. Data: Sources and collection
  3. Analysis: How you processed information
  4. Limitations: Honest assessment

Do:

  • Justify your choices
  • Provide enough detail to replicate
  • Acknowledge limitations upfront

Don't:

  • Assume methods are self-evident
  • Hide weaknesses
  • Over-claim generalizability

Analysis / Discussion (25-30%)

Structure:

  1. Findings: What you discovered
  2. Interpretation: What it means
  3. Comparison: How it relates to literature
  4. Implications: Why it matters

Do:

  • Connect back to theoretical framework
  • Use specific evidence
  • Acknowledge counter-arguments

Don't:

  • Introduce new data
  • Repeat literature review
  • Make unsupported claims

Conclusion (8-10%)

Structure:

  1. Synthesis: Main findings restated (not repeated)
  2. Contribution: What you've added
  3. Implications: Practical/theoretical significance
  4. Future Research: Where to go next

Do:

  • Answer the research question
  • Be concise
  • End with impact

Don't:

  • Start with "In conclusion"
  • Introduce new arguments
  • Undermine your findings

Academic Register

Formal Word Choices

InformalFormal
a lotconsiderable, substantial
bigsignificant, major
getobtain, acquire, achieve
showdemonstrate, illustrate
goodbeneficial, advantageous
baddetrimental, problematic
thinkargue, contend, posit
kind ofsomewhat, relatively

Hedging Expressions

CertaintyExamples
Strongdemonstrates, establishes, confirms
Mediumsuggests, indicates, implies
Weakmay, might, could, appears to

Phrases to Avoid

AvoidReason
"I think"Use evidence instead
"Obviously"Let reader conclude
"It is interesting"Be specific
"Very"Use stronger word
"Things"Be specific

Sentence Variety

By Function

TypeUse ForExample
SimpleEmphasis"This matters."
CompoundParallel ideas"The model predicts X, and the data confirms it."
ComplexCause/effect"Although initial results suggested X, subsequent analysis revealed Y."
Compound-ComplexNuanced argument"While theorists have long debated X, recent empirical work—particularly the studies by Smith et al. (2023)—suggests that Y, and this has implications for Z."

Sentence Length Targets

LengthWhen
<10 wordsEmphasis, transitions
15-25 wordsStandard analysis
25-35 wordsComplex arguments
>35 wordsRarely, for special effect

Quality Checklist

  • Every paragraph has a clear topic sentence
  • Every claim has supporting evidence
  • Every section connects to research question
  • Transitions link paragraphs logically
  • Hedging appropriate to certainty level
  • No informal language
  • Sentence variety maintained