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F*ck being soft for another month.
Here are the 6 changes that get you lean in 30 days, in order.
1. Water only. Starting today.
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Ayesha Ai retweeted
🚨 STOP STRUGGLING WITH EVERY STAGE OF RESEARCH.
ChatGPT can help you go from a research question to a polished academic paper and compelling presentation.
Here are 8 powerful prompts to streamline your entire research workflow. 👇👇
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6️⃣ Academic Writing Assistant
Use this when you want to improve the structure, clarity, coherence, and academic style of your research writing.
Prompt:
"Act as an academic writing assistant. I am writing a [paper/thesis/dissertation/research article] about [topic] for [discipline/academic audience]. Help me develop or improve the [section, e.g., introduction, literature review, methodology, results, or discussion]. Strengthen the organization, logical flow, coherence, clarity, and academic tone while preserving my intended meaning and arguments. Identify unclear reasoning, weak transitions, unnecessary repetition, and claims that require stronger evidence. Suggest improvements rather than inventing information. Preserve all citations accurately, clearly mark any statements that need supporting evidence, and do not fabricate sources, citations, data, or findings."
Example:
"Act as an academic writing assistant. I am writing a research article about the effects of generative AI on university EFL students’ writing development. Help me improve the discussion section. Strengthen the organization, logical flow, coherence, clarity, and academic tone while preserving my intended meaning and arguments. Help me connect the findings to the existing literature, explain their implications, and acknowledge relevant limitations. Identify unclear reasoning, weak transitions, unnecessary repetition, and claims that require stronger evidence. Preserve all citations accurately, clearly mark any statements that need supporting evidence, and do not fabricate sources, citations, data, or findings."
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7️⃣ Critical Reviewer & Revision Assistant
Use this when you want to critically evaluate a research draft and identify areas that need stronger reasoning, evidence, or revision.
Prompt:
"Act as a critical academic reviewer. Review my [paper/thesis/dissertation/research article] about [topic] as if you were providing constructive scholarly feedback. Evaluate the clarity of the research problem, strength of the arguments, use of evidence, logical coherence, methodological consistency, interpretation of findings, limitations, and overall organization. Identify unsupported claims, reasoning gaps, inconsistencies, unclear passages, and areas that require stronger evidence or explanation. For each issue, explain why it matters and suggest a specific way to improve it. Distinguish major concerns from minor revisions. Do not rewrite the entire text, invent evidence, or fabricate sources, citations, data, or findings."
Example:
"Act as a critical academic reviewer. Review my research article about the effects of generative AI on university EFL students’ writing development as if you were providing constructive scholarly feedback. Evaluate the clarity of the research problem, strength of the arguments, use of evidence, logical coherence, methodological consistency, interpretation of findings, limitations, and overall organization. Identify unsupported claims, reasoning gaps, inconsistencies, unclear passages, and areas that require stronger evidence or explanation. For each issue, explain why it matters and suggest a specific way to improve it. Distinguish major concerns from minor revisions. Do not rewrite the entire text, invent evidence, or fabricate sources, citations, data, or findings."
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8️⃣ Research Communication & Dissemination Assistant
Use this when you want to communicate your research clearly and accurately to different academic or non-academic audiences.
Prompt:
"Act as a research communication assistant. I want to communicate the findings of my [paper/thesis/dissertation/research project] about [topic] to [target audience] through a [format, e.g., conference presentation, research poster, plain-language summary, policy brief, or social media post]. Help me transform the research into a clear, concise, and engaging format appropriate for that audience. Identify the most important findings, explain their significance and implications, and organize the information logically. Adapt the terminology, level of detail, and tone to the intended audience while preserving the meaning and accuracy of the original research. Clearly distinguish the study’s findings from interpretations or implications. Do not exaggerate conclusions, omit important limitations, or invent evidence, citations, data, or findings."
Example:
"Act as a research communication assistant. I want to communicate the findings of my research article about the effects of generative AI on university EFL students’ writing development to English teachers through a conference presentation. Help me transform the research into a clear, concise, and engaging presentation. Identify the most important findings, explain their significance and practical implications, and organize the content into a logical slide sequence. Adapt the terminology and level of detail to an audience of English teachers while preserving the meaning and accuracy of the original research. Clearly distinguish the study’s findings from interpretations or implications. Do not exaggerate conclusions, omit important limitations, or invent evidence, citations, data, or findings."
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🚨 STOP STRUGGLING WITH EVERY STAGE OF RESEARCH.
ChatGPT can help you go from a research question to a polished academic paper and compelling presentation.
Here are 8 powerful prompts to streamline your entire research workflow. 👇👇
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8,229
5️⃣ Data Analysis Assistant
Use this when you want to select appropriate analysis methods, analyze research data, and interpret the results accurately.
Prompt:
"Act as a research data analysis assistant. My research question is [research question], and my dataset contains [describe data, variables, and sample]. Help me develop an appropriate data analysis plan. Recommend suitable [quantitative/qualitative/mixed-methods] analysis techniques and explain why they fit my research question and data. Guide me through the analysis step by step using [software, e.g., SPSS, R, Python, NVivo, or Excel]. Explain how to check relevant assumptions or coding procedures, interpret the results accurately, and present the findings in appropriate tables, figures, or themes. Clearly distinguish statistical significance from practical significance where relevant. Do not invent, alter, or misrepresent data or results."
Example:
"Act as a research data analysis assistant. My research question is: How does the use of generative AI affect university EFL students’ writing development? My dataset contains pre-test and post-test writing scores from an experimental group and a control group. Help me develop an appropriate quantitative data analysis plan. Recommend suitable descriptive and inferential statistical techniques and explain why they fit my research question and data. Guide me through the analysis step by step using SPSS. Explain how to check relevant statistical assumptions, interpret the results accurately, and present the findings in appropriate tables and figures. Clearly distinguish statistical significance from practical significance where relevant. Do not invent, alter, or misrepresent data or results."
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4️⃣ Research Methodology Designer
Use this when you want to develop a rigorous research methodology that aligns with your research questions and objectives.
Prompt:
"Act as a research methodology assistant. My research topic is [topic], and my research question is [research question]. Help me develop an appropriate methodology for this study. Recommend and justify a suitable research approach and design, such as quantitative, qualitative, or mixed methods. Address the study population, sampling strategy, sample size considerations, data collection methods, research instruments, variables or key constructs, and data analysis procedures. Explain how validity, reliability, or trustworthiness should be addressed, depending on the research design. Identify potential methodological limitations and relevant ethical considerations. Ensure that every methodological choice aligns with the research question and objectives. Do not invent data, participants, results, or sources."
Example:
"Act as a research methodology assistant. My research topic is generative AI and EFL writing, and my research question is: How does the use of generative AI affect university EFL students’ writing development? Help me develop an appropriate methodology for this study. Recommend and justify a suitable research approach and design. Address the study population, sampling strategy, sample size considerations, data collection methods, research instruments, key variables or constructs, and data analysis procedures. Explain how validity, reliability, or trustworthiness should be addressed. Identify potential methodological limitations and relevant ethical considerations. Ensure that every methodological choice aligns with the research question and objectives. Do not invent data, participants, results, or sources."
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3️⃣ Literature Review & Evidence Synthesizer
Use this when you want to analyze, compare, and synthesize academic literature into clear themes, patterns, and research gaps.
Prompt:
"Act as an academic literature review assistant. I am researching [topic/research question]. Analyze the academic sources I provide and synthesize the literature rather than simply summarizing each study separately. Identify the major themes, key findings, theoretical perspectives, methodological approaches, areas of agreement and disagreement, and important gaps in the existing research. Compare and contrast relevant studies and explain how they relate to my research question. Organize the synthesis into logical themes and suggest a clear structure for my literature review. Base your analysis only on the sources provided, distinguish authors’ findings from your synthesis, and do not invent citations, evidence, or findings."
Example:
"Act as an academic literature review assistant. I am researching how generative AI affects university EFL students’ writing development. Analyze the academic sources I provide and synthesize the literature rather than simply summarizing each study separately. Identify the major themes, key findings, theoretical perspectives, methodological approaches, areas of agreement and disagreement, and important gaps in the existing research. Compare and contrast relevant studies and explain how they relate to my research question. Organize the synthesis into logical themes and suggest a clear structure for my literature review. Base your analysis only on the sources provided, distinguish authors’ findings from your synthesis, and do not invent citations, evidence, or findings."
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2️⃣ Literature Search Strategist
Use this when you want to develop a focused and systematic search strategy for finding relevant academic literature.
Prompt:
"Act as a literature search strategist. My research topic is [topic], and my research question is [research question]. Develop a comprehensive search strategy for finding relevant academic literature. Identify the main concepts in my research question and generate related keywords, synonyms, alternative spellings, and relevant subject terms for each concept. Combine them into effective Boolean search strings using AND, OR, quotation marks, and truncation where appropriate. Adapt the search strategy for [database(s), e.g., Scopus, Web of Science, PubMed, ERIC, or Google Scholar]. Suggest appropriate inclusion and exclusion criteria and ways to refine the search if I retrieve too many or too few results. Do not invent studies, citations, or search results."
Example:
"Act as a literature search strategist. My research topic is AI-assisted English language learning, and my research question is: How does the use of generative AI affect university EFL students’ writing development? Develop a comprehensive search strategy for finding relevant academic literature. Identify the main concepts and generate related keywords, synonyms, and relevant subject terms. Combine them into effective Boolean search strings using AND, OR, quotation marks, and truncation where appropriate. Adapt the search strategy for Scopus, Web of Science, ERIC, and Google Scholar. Suggest appropriate inclusion and exclusion criteria and ways to refine the search if I retrieve too many or too few results. Do not invent studies, citations, or search results."
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1️⃣ Research Question & Hypothesis Developer
Use this when you want to turn a broad research topic into focused, researchable questions and hypotheses.
Prompt:
"Act as a research design assistant. My research topic is [topic] in the field of [discipline]. Help me narrow the topic and develop [number] clear, specific, and researchable research questions for [target population/context]. For each question, identify the key concepts or variables, explain why the question is worth investigating, and suggest an appropriate research approach. Where appropriate, formulate a testable hypothesis and identify the independent and dependent variables. Do not invent evidence, sources, or findings."
Example:
"Act as a research design assistant. My research topic is the use of AI tools in English language learning. Help me narrow the topic and develop 5 clear, specific, and researchable questions focusing on university EFL students. For each question, identify the key concepts or variables, explain why the question is worth investigating, and suggest an appropriate research approach. Where appropriate, formulate a testable hypothesis and identify the independent and dependent variables. Do not invent evidence, sources, or findings."
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Ayesha Ai retweeted
🚨 GOODBYE EXCEL.
🚨 Claude now cleans a messy spreadsheet and pulls out the insights in 15 minutes.
These 7 prompts take you from raw export → clear answers:
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🚨 GOODBYE EXCEL.
🚨 Claude now cleans a messy spreadsheet and pulls out the insights in 15 minutes.
These 7 prompts take you from raw export → clear answers:
33
95
196
12,060
6/ The Weekly Report Writer
"Act as an operations analyst. Turn this week's data into a report my manager reads in one pass. Analyze the changes since last week, the goals we track, the risks in the numbers, and the wins worth sharing. Design a three-line summary, the key numbers with arrows up or down, what changed and why, and the next steps with owners."
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7/ The Repeatable Workflow
"Act as a process designer. Turn what we did today into a routine I can repeat every week in minutes. Analyze the cleanup steps, the analysis we ran, the tables and charts, and the report format. Design a saved prompt sequence, a checklist of what to upload, the questions to ask each week, and a template for the final summary."
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