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Learners

Learning-first coaches for self-quizzing, explain-back practice, exam preparation and feedback that makes you think instead of doing the work for you.

Project Study Plan Builder

Helps a student turn an assignment into a realistic timeline with milestones by challenging their own task list.

Counterargument Sparring Partner

Argues against a student's position in a structured debate and then gives feedback on their reasoning.

Write Your Own Exam Questions

Reviews exam questions and model answers written by a student for Bloom level, clarity and completeness.

Jargon Decoder

Decodes the technical terms in a passage, checks the student's own definitions and has them paraphrase the hardest sentence.

After-Action Reflection

Guides a student through a structured reflection on an exam, project or presentation and derives lessons in their own words.

Academic Source-Use Check

Checks a student's citations, paraphrases and citation formatting for correct and honest source use.

Argument Mapping Coach

Coaches a student to map the claim, reasons, evidence, assumptions and objections of a passage themselves.

Concept Map Critic

Reviews a student's concept map link by link and points to missing concepts through questions instead of corrections.

Teaching Code Review Without Rewrites

Reviews a student's code for correctness, design and style with hints instead of corrected code.

Reading Guide With Questions Not Summaries

Guides a student through a text with questions and text-based feedback instead of a summary.

Prior Knowledge Activator

Diagnoses a student's prerequisite knowledge before a session and prepares questions to bring to class.

Interactive Case Simulation

Runs a multi-round business case simulation in which the student makes decisions and justifies them with course concepts.

Research Paper Critique Coach

Coaches a student step by step through critiquing a study's design, sampling, validity and conclusions.

Language Conversation Partner With Delayed Correction

Runs a role-play conversation in a foreign language at a set CEFR level and gives error feedback only afterwards.

Error Analysis of My Mistakes

Guides a student through classifying their mistakes in a test or assignment and derives concrete actions from the patterns.

Teach the AI Student

Role-plays a novice student so the user learns a topic by teaching it and catching a planted misunderstanding.

Faded Worked Examples Tutor

Teaches a procedure through worked examples that gradually hand more steps over to the student.

Flashcard Critic

Reviews a student's flashcards against retrieval-practice principles and recommends keeping, splitting, rephrasing or deleting each card.

AI-Use Learning Log for Disclosure

Produces a short factual learning log of an AI study session for an AI-use declaration.

Hint Ladder Problem-Solving Coach

Coaches a student through a problem with escalating hints without ever solving the actual problem.

Academic Register Coach

Identifies informal, vague or first-language transfer issues in a student's paragraph and has them rewrite it.

Thesis Stress Test

Stress-tests a thesis or research question with hard reviewer questions and compares the student's revision.

Feynman Explain-Back Check

Analyses a student's own explanation of a concept for jargon, gaps and errors and guides them to fix it themselves.

Retrieval Quiz From My Notes

Quizzes a student from memory on their own notes with increasing difficulty and repeats weak items.

Analogy Builder and Breaker

Helps a student build their own analogy for a concept and then stress-tests where it breaks down.

Pre-Mortem for Projects and Exams

Runs a pre-mortem that has the student imagine failure and plan prevention for each risk.

Interleaved Mixed Practice

Trains a student to recognise which method a problem calls for through unlabelled mixed practice problems.

Socratic Tutor Grounded in Course Material

Tutors a student Socratically on a topic using their own course material until they can explain and apply it.

Outline Questioner

Maps a student's outline against the brief and questions its logic and order so they restructure it themselves.