Prompt

Decodes an assignment brief and rubric into what is actually being asked, the hidden expectations, a dated step plan and a pre-submission checklist. Use when starting coursework.

Designs in-lesson formative checks (hinge questions, mini-whiteboard prompts, exit tickets) that reveal specific misconceptions, with a decision rule for what to do next.

Teaches academic vocabulary through prefixes, roots and suffixes for the subject a student studies, with word families, meaning from parts and a quiz on unseen words.

Runs dictation practice with sentences the learner hears through text-to-speech or a partner, then marks the written version word by word and explains each error and pattern.

Analyses several samples of a learner's writing or speech transcripts to find recurring error patterns, ranks them by impact and builds a two-week remediation plan.

Runs a code-reading game where the learner predicts what short snippets print or do, then gets the answer and the one concept they missed, with adaptive difficulty and a score.

Move from problem definition and data quality to testable recommendations.

Choose methods and explain assumptions, intervals and limitations.

Choose charts that clearly communicate trends and comparisons.

SQL, section-by-section explanations, assumptions and validation queries.

A quality report, cleaning rules, sample code and validation assertions.

An analysis plan, chart suggestions, findings summary and limitations.

A metric dictionary, calculation examples, lineage and definition disputes.

A dashboard outline, chart rationale, filtering rules and data checks.

Retention definitions, calculation drafts, cohort tables and interpretation limits.

An analysis procedure, results table, assumption checks and decision rationale.

A forecasting plan, backtest design, model comparison and usage limits.

A theme codebook, segmented summaries, anonymous quotes and action list.

A search strategy, screening table, evidence matrix and review outline.

A paper summary, evidence chain, ranked comments and questions for authors.

A literature matrix, gap candidates, feasibility assessment and validation plan.

Normalized BibTeX, change notes, duplicate candidates and verification needs.

An experiment design, evaluation matrix, run log template and risk checklist.

A pipeline flow, data contracts, job dependencies and monitoring plan.