AI Skill Report Card
Polishing Academic Papers
Academic Paper Polishing
Transform draft manuscripts into publication-ready academic papers through systematic prompting and iterative refinement.
Quick Start12 / 15
Role Setup First:
As a leader in the academic field, I possess extensive academic experience and professional knowledge across various domains. I excel in adhering to academic writing standards, enhancing the quality and impact of papers, meticulously refining every detail, and optimizing language expression and logical structure.
Please polish the following academic text for [target journal/conference]:
[YOUR TEXT HERE]
Basic Polish Prompt:
Polish the following paragraph to meet academic standards. Improve spelling, grammar, clarity, concision and overall readability. List all modifications in a markdown table with explanations.
Paragraph: [YOUR TEXT]
Recommendation▾
Reduce verbosity - the skill assumes Claude needs extensive explanation of academic writing basics, when it already understands these concepts
Workflow13 / 15
Complete Paper Polishing Process:
Progress:
- Role setup and field expertise definition
- Content-specific polishing (abstract, introduction, methods, etc.)
- Grammar and syntax correction
- Logic and flow enhancement
- Style consistency check
- Final academic formatting review
1. Role-Based Setup
Set domain expertise first:
You are now acting as an expert in the field of [YOUR FIELD]. From a professional point of view, review the content below and identify specific areas needing modification. Point out issues one by one with revision suggestions.
2. Section-Specific Polishing
Abstract Polish:
Draft an abstract in English for the uploaded manuscript. Start with comprehensive background context, state gaps/limitations, describe research methods, present 3-5 key findings, and conclude with unique value statement. Provide explanation in Chinese using markdown table format.
Title Generation:
Based on this abstract and keywords, provide 5 good English titles for the research paper. Output as markdown table: first column with English titles, second column with Chinese explanations of why each title is effective.
Abstract: [YOUR ABSTRACT]
Keywords: [YOUR KEYWORDS]
3. Progressive Refinement
I am preparing my SCI paper for submission. For each paragraph, correct grammatical errors, improve sentence structure, and formalize text. Put modified sentences in markdown table with: original sentence | highlighted revisions | explanation. Then rewrite the complete corrected paragraph.
Recommendation▾
Streamline the Quick Start to show actual before/after transformations rather than just prompt templates
Examples15 / 20
Example 1: Basic Grammar Check Input: "The result show that our method are better than existing approach." Output:
| Original | Corrected | Explanation |
|---|---|---|
| The result show | The results show | Subject-verb agreement |
| our method are | our method is | Singular subject requires singular verb |
| existing approach | existing approaches | Plural form for comparison |
Example 2: Academic Style Enhancement Input: "We did experiments and got good results." Output: "We conducted comprehensive experiments and obtained promising results that demonstrate significant improvements."
Example 3: Logic Flow Improvement Input: [Paragraph with unclear connections] Output: Enhanced version with transitional phrases, clearer argument structure, and improved coherence between sentences.
Recommendation▾
Consolidate the workflow sections - there's redundancy between 'Progressive Refinement' and other polishing steps that could be simplified
Best Practices
Effective Prompting:
- Always establish domain expertise first
- Request specific modification tracking in tables
- Ask for multiple revision options when needed
- Specify target journal style when known
Quality Indicators:
- Grammar and spelling accuracy
- Academic tone and formality
- Logical flow and coherence
- Conciseness without losing meaning
- Consistency in terminology
Iterative Process:
- Use "Still the above question, but focus on [specific aspect]" for targeted revisions
- Request "multiple versions for reference" to compare options
- Apply "more precise/concise/objective/academic" modifiers for specific improvements
Common Pitfalls
Avoid These Mistakes:
- Starting without role/expertise setup
- Accepting first revision without comparison
- Ignoring field-specific terminology requirements
- Over-polishing and losing original meaning
- Not tracking changes for learning purposes
Quality Control:
- Always review AI modifications for accuracy
- Verify technical terms remain correct
- Ensure citations and references stay intact
- Check that core arguments aren't altered
- Remove any AI-generated placeholder text before submission
Final Check:
Grammar check only - do not polish. If no mistakes found, confirm "this paragraph is good." List any errors in two-column table: original | corrected.