Counterargument Generation

Generate adversarial critiques to stress-test research claims before writing or submitting.

Perspectives

Perspective	Icon	Focus
Methodological	🔬	Study design, measurement validity, statistical approach, reproducibility
Theoretical	📚	Conceptual framework, alternative explanations, literature gaps
Practical	⚙️	Feasibility, generalizability, real-world applicability, ethical concerns

Identify the core claims — extract the main hypotheses or arguments
Generate 4–6 critiques — at least one per perspective, more for weaker claims
Rate severity — HIGH (fatal flaw), MEDIUM (significant concern), LOW (minor point)
Provide rebuttal strategy — for each critique, suggest how to respond or strengthen the research