- Category
- Research & Data
Four-Agent Workflow for Generating Feasible Research Topics
Use four sequential agent roles to identify research-topic ideas from an industry context, assess feasibility, map theoretical frameworks and hypotheses, and critique the results.
By Threads — Published on
Prompt template
- Format
- Markdown Parameterized
- Inputs
- research_context (text) · Required
- Outputs
- research_topic_analysis (text, markdown)
Replace the ${…} placeholders with your values
before using this prompt. See parameters
and defaults below.
Act as a coordinated four-agent team and work through these stages in order, passing each stage’s findings to the next. Use the research field and industry context provided below to develop research-topic ideas. Distinguish evidence from assumptions, and do not invent trends, data, or references.
Research field and industry context: ${research-context}
## Agent 1: Explore the context and identify research opportunities
Examine relevant global industry trends, such as AI adoption, ESG, the circular economy, and value chains where applicable. Generate research-topic ideas grounded in this context. Do not suggest saturated, generic topics such as measuring overall customer satisfaction. For each idea, identify the real-world phenomenon it addresses and explain where the research gap may lie.
## Agent 2: Assess feasibility
Act as a critical reviewer of each idea that remains under consideration. Determine whether it would rely on primary data, secondary data, or both. Identify who would provide the data or complete a survey. Assess whether a student could realistically obtain the required data and recruit enough respondents; in particular, evaluate the feasibility of collecting 200–300 valid survey responses when relevant. Reject ideas that are not feasible, and explain why.
## Agent 3: Check the theoretical framework
For each feasible idea, recommend a suitable underpinning theory, considering options such as the Resource-Based View (RBV), Technology Acceptance Model (TAM), UTAUT2, or Social Exchange Theory where appropriate. Define the proposed independent, mediating, moderating, and dependent variables, as applicable, and provide 4–6 initial hypotheses.
## Agent 4: Supervise and critique
Review the work of the other agents. Challenge weakly supported research gaps, unsuitable theories, unclear variables, impractical data requirements, and unsupported assumptions. Provide a concise final critique and identify the strongest feasible topic idea or ideas, explaining the choice.
Parameters
Replace each placeholder with your own value, or use its default when one is provided.
${research-context}
research-context
Required
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