Literature review starter from a research question When you have a research question and need a structured starting list of search terms, key authors, and adjacent fields — without the AI inventing citations. Higher EducationProfessional Development +
Data analysis interpretation (what the numbers mean) When you have summary statistics or a small results table and you want help thinking through what the data does and doesn't support — without overclaiming. Higher EducationK-12 EducationAssessment & Evaluation +
Citation format converter with verification step When you have references in one format (APA, MLA, Chicago, AMA) and need them in another — but you want a verification pass to catch the errors that AI introduces by hallucinating details. Higher EducationProfessional Development +
Action research design from a classroom puzzle When something in your classroom isn't working and you want to investigate it systematically rather than guess. K-12 EducationProfessional Development +
Survey design with bias-reduction pass When you're drafting a survey (student, parent, staff) and need a second set of eyes on leading questions, double-barrels, and response-scale problems. Higher EducationK-12 EducationAssessment & Evaluation +
Semi-structured interview protocol with probes When you're preparing to interview teachers, students, parents, or stakeholders and need a protocol with real probe questions — not just a flat list. Higher EducationProfessional Development +
Qualitative coding scheme starter When you have a stack of qualitative data (interviews, open-ended survey responses, observation notes) and need to start coding without forcing your prior theory onto it. Higher EducationProfessional Development +
Hypothesis stress-test before data collection When you have a hypothesis and want to pressure-test it before you spend months collecting data that may not be able to answer the question. Higher EducationAssessment & Evaluation +
Methods section critique of an existing paper When you're reading a study and want a structured second opinion on whether the methods actually support the conclusions. Higher EducationProfessional Development +
Power analysis explained in plain language When you need to estimate whether your planned study has enough participants to detect the effect you care about — without pretending to a precision you don't have. Higher EducationAssessment & Evaluation +
Mixed-methods triangulation plan When you're combining quantitative and qualitative data and want them to genuinely inform each other rather than sit in separate chapters. Higher EducationProfessional DevelopmentAssessment & Evaluation +
IRB application starter (key sections) When you're starting an IRB or ethics-board application and need a coherent first draft of the trickiest sections — recruitment, consent, risk, data handling. Higher EducationProfessional Development +
Plain-language research summary for non-academic stakeholders When you need to communicate research findings to parents, boards, funders, or community members without dumbing it down or overclaiming. Higher EducationProfessional DevelopmentK-12 Education +
Confounders inventory for a planned study When you have a planned study and want to brainstorm the variables that could be quietly driving your result before you collect data. Higher EducationK-12 Education +
Honest limitations section drafter When you need to write a limitations section that names real weaknesses without sandbagging your work or hiding behind boilerplate. Higher EducationProfessional Development +
Peer review request to a colleague (specific asks) When you're asking a colleague for pre-submission peer review and want them to give you the feedback you actually need — not just a polite read. Higher EducationProfessional Development +
Translating research findings into practice changes When you have research findings (yours or others') and need to decide what they actually mean for what you DO on Monday — without overreaching. Higher EducationK-12 EducationProfessional Development +
Correlation vs. causation audit on everyday claims When you encounter a claim in a report, news article, or staff meeting and want to quickly diagnose whether the evidence actually supports a causal interpretation. Higher EducationK-12 EducationProfessional Development +
Pre-registration draft for a planned study When you want to pre-register a study to lock in your hypotheses and analysis plan before you see the data — and avoid p-hacking yourself without realizing it. Higher EducationAssessment & Evaluation +
Equity audit on a research design When you're planning a study and want a structured check on whose voices, interests, and outcomes are centered — and whose are absent. Higher EducationProfessional DevelopmentK-12 Education +
