Mynawoo AI Language Tutor

Use this once at the start of coaching or when a learner returns from Mynawoo. It returns only the connected user's profile, progress, analytics, and recent learning weaknesses without modifying data.

get_learner_context

Use this when the user asks for Mynawoo learning progress, grammar weak areas, vocabulary statistics, or study-planning data. Returns analytics for the selected period without modifying data.

get_learning_analytics

Use this at the start of a learning conversation to read the connected user's confirmed language preferences, course selection, and placement state without modifying data.

get_learning_profile

Use this when the user asks for weak points, study advice, or what to practice next. Returns recent wrong-answer context and today practice vocabulary without modifying data.

get_learning_weakness_context

Use this when a specific lesson_code needs its normalized lesson screens, screen_code values, or lesson content. Returns lesson details without modifying data.

get_lesson_detail

Use this when the user asks whether a specific Mynawoo lesson is complete or how far they have progressed in it. Returns progress for one lesson without modifying data.

get_lesson_progress

Use this when the user specifically asks for grammar-only mistake history. Returns recent grammar mistake topics and examples without modifying data.

get_previous_grammar_mistakes

Use this when the user wants today's vocabulary review or practice cards from a Mynawoo Leitner set. Returns due or practice cards and set choices when a set has not been selected; it does not modify data.

get_today_leitner_cards

Use this when the user needs to choose a Mynawoo Leitner vocabulary set or before saving a vocabulary card. Returns active sets owned by the user without modifying data.

get_leitner_sets

Use this when the user wants to see the Mynawoo courses available to their account or when another tool needs a course_code. Returns course metadata and open URLs without modifying data.

list_courses

Use this when the user wants to see private grammar exams previously generated through connected clients. Returns saved exam summaries without modifying data.

get_generated_grammar_exams

Use this when the user wants to review saved Mynawoo coaching recommendations. Returns the latest suggestion and recent previous suggestions without modifying data.

get_learning_suggestions

Use after the learner chooses their languages and course. It previews the profile update and requires explicit learner confirmation before anything is saved.

preview_learning_profile

Use this before saving a vocabulary card or when the user wants to inspect a proposed card. Returns a preview using the provided word, translation, explanation, example, CEFR level, and related words without modifying data.

preview_ai_vocabulary_card

Use after the user confirms the exact exam target returned by get_grammar_screen_content. Set purpose=placement for onboarding assessments or purpose=lesson_practice for lesson follow-ups. The resolved target must include a valid grammar screen. Returns the saved exam reference and open URL.

save_ai_grammar_exam

Use only after explicit confirmation of preview_learning_profile. It saves the connected learner's selected course and language preferences while preserving prior learning history.

apply_learning_profile

Use this after discussing weakness context with the user and the user wants the recommendation saved. Saves one coaching suggestion and deletes older suggestions beyond the retained history in the user's Mynawoo account.

save_learning_suggestion

Use after a completed purpose=placement exam in Mynawoo, or when the learner explicitly chooses to start at A1. It writes the validated CEFR start level into the learner profile and returns the recommended first lesson.

apply_placement_result

Use this when the user names a lesson topic, grammar point, vocabulary item, unit, or keyword. Returns matching lesson and grammar-screen references without modifying data.

search_lessons