claude-jp-learner

Generate a personalized 24-week Japanese study plan structure based on the learner's goal, level, daily time budget, and topic preferences.

Synthesize the past week's task history, self-ratings, and mistake patterns into a compressed weekly summary with weak areas, strong areas, and a recommended focus for the next week.

Generate an ordered list of daily study tasks tailored to the learner's current week focus, recent performance, and available time.

Produce a structured listening comprehension drill from data/listening.json, including transcript segments, key vocabulary callouts, comprehension questions, and a summary task.

Create a shadowing drill from listening or speaking content, with sentence-by-sentence guidance, rhythm cues, and repetition instructions.

Deliver a structured speaking task from data/speaking.json, with hint scaffolding, target patterns, and a timer target — revealing the sample answer only after the learner attempts.

Analyze a learner's Japanese answer and return a corrected version, a natural native version, a list of mistakes with Chinese explanations, and brief coaching advice.

Select grammar patterns from data/grammar.json tailored to the learner's current week focus and recent performance, with examples and a practice prompt.

Select appropriate vocabulary items from data/vocab.json based on the learner's level, topic preference, and recent mistake patterns.

Record task completion, update streak, detect recurring mistakes, and write updated state to storage/progress.json and storage/daily_state.json.