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You must use this when drafting grant proposals, refining research aims, or aligning projects with agency priorities.

You must use this when synthesizing existing knowledge, identifying research gaps, or tracing the evolution of scientific ideas.

You must use this when conducting PRISMA-standard systematic reviews, protocol development, or Risk of Bias assessment.

You must use this when producing any research prose — literature reviews, syntheses, analyses, methodology descriptions, discussion sections, abstracts, or any written output intended for an academic audience.

You must use this when investigating complex claims across diverse sources or fact-checking contradictory information.

You must use this when critiquing academic manuscripts, evaluating methodological rigor, or providing structured reviewer feedback.

Use this when starting a new research project or managing a complex, multi-step research workflow.

You must use this when matching research questions to appropriate designs, sampling strategies, or validity controls — or when a research problem is stuck and needs creative reframing (cross-domain analogies, first-principles deconstruction).

Use when writing or editing prose humans will read — documentation, commit messages, error messages, READMEs, reports, UI text, explanations. Triggers on clarity concerns, wordiness, passive voice, or vague language.