Use when drafting sections or editing for clarity. Provides paragraph architecture (topic→evidence→interpretation→bridge), per-section tense discipline, hedging ladders, banned patterns, signal-word banks, and language-specific conventions (Turkish register,…
Build and audit the programme outcome ↔ course outcome ↔ assessment matrix an accreditation review asks for (MÜDEK, ABET, or an institutional review that copies them): every programme outcome served by some course, every course outcome mapped to something,…
Dispatch data-scientist to analyze your data or reproduce analysis. The agent runs Python (pandas, numpy, scipy, matplotlib, scikit-learn), produces figures/tables with reproducible scripts, and registers results as evidence cards. Gate: PROJECT.md complete.
Master multiple academic citation styles and ensure zero-drift bibliography formatting. Answers QUESTIONS about styles: how to cite a given source type, what a style requires in-text and in the reference list, and what switching between styles does or does…
Collect data yourself when no suitable dataset exists — web/API collection or a survey / human-subject study. Produces the written protocol first (purpose, legal basis, source permission, sampling, fields, minimisation, retention, consent, ethics approval,…
Use when designing comparisons, analyzing findings against literature, building argument structures, or evaluating methods — when questions arise about criteria selection (what should I compare on?), trade-off framing, fair baselines, synthesis of conflicting…
Run a fresh-context peer review simulation against your draft. Reads the manuscript without drafting history, scores it using a type-specific rubric (IMRaD, systematic review, qualitative, etc.), and returns Major/Minor issues with section references and a…
Prepare for thesis defense/viva. Generates a committee-question bank organized by chapter (motivation challenges, method choices, validity threats, contribution boundary, future work), answer skeletons grounded in your actual thesis claims, a 12–15 slide…