Education · m98/fluent

Show the learner's language learning progress, statistics, mastery levels, streak, and achievements.

m98/fluent

Parse Fluent /results/.md session files to extract error patterns, strengths, accuracy trends, and focus areas for the next session.

m98/fluent

SM-2 spaced-repetition algorithm reference for the Fluent language learning system.

m98/fluent

Atomically update all 6 Fluent learner databases (learner-profile, progress, mistakes, mastery, spaced-repetition, session-log) at session end by calling .claude/hooks/update-db.py with a single…

m98/fluent

Main adaptive language-learning session that mixes skills (writing, speaking, vocabulary, reading) and exercise types based on the learner's current level, weak patterns, and due reviews.

m98/fluent

Run an interactive reading comprehension session with a short target-language text followed by main-idea, detail, vocabulary-in-context, inference, and true/false questions.

m98/fluent

Run today's spaced-repetition review queue — items scheduled by SM-2 that need reinforcement before the learner forgets them.

m98/fluent

One-time interactive onboarding that creates the learner's personalized language-learning profile — name, target language, native language, current/target CEFR level, timeline, daily minutes, and…

m98/fluent

Run an interactive typed conversation session simulating spoken practice — free-flowing dialogue, role-plays, and opinion questions prioritizing communication over perfect grammar.

m98/fluent

Run an interactive vocabulary drill session with flashcard-style prompts, spaced repetition, and per-answer feedback.

m98/fluent