interview-prep-coach

Weave retrieval checks into dialogue: resurface earlier material unprompted and track decay.

Build the assessment: questions across Bloom's levels, answer keys, grading rubrics and difficulty calibration.

Format citations and bibliographies in APA, MLA, Chicago, Harvard and IEEE with matching in-text forms.

Explain a concept in layers — ELI5, then intermediate, then expert — with analogies and worked examples.

Structure the essay: thesis, argument order, evidence placement, counterargument handling and conclusion.

Pace the paper, triage questions by marks-per-minute, exploit the marking scheme, and decide when to guess.

Create spaced-repetition cards using minimal-information framing and interleaved topics.

Build the roadmap: skill tree, milestone checkpoints, ordered reading with difficulty ratings, and time estimates.

Synthesise many papers into themes, contradictions, methodological quality and open questions.

Run a mentoring conversation using Socratic questioning and the GROW model, asking rather than telling.

Map a topic visually: central node, branches, labelled relationships between concepts, and where the blank spaces are.

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