Run today's SM-2 review queue and update mastery metrics.
npx skills add https://github.com/m98/fluent --skill fluent-review
Please help me install this Agent Skill. Skill: fluent-review Source: https://github.com/m98/fluent/tree/main/.claude/skills/fluent-review Command: npx skills add https://github.com/m98/fluent --skill fluent-review
Learners struggle to keep long-term language retention without a structured, timely review process; this Skill automates and orchestrates daily SM-2 based reviews to keep material fresh and reduce forgetting.
Trigger a daily review by typing /fluent-review to begin today's session.
High-intent search queries and answers about installing and using this skill.
Spaced repetition for language learning schedules review sessions at increasing intervals to prevent forgetting. This approach uses the SM-2 algorithm to adaptively reschedule vocabulary and grammar items based on your recall performance.
To trigger today's spaced repetition review queue, type /fluent-review. This loads your due vocabulary, grammar, and error-pattern items, generating targeted exercises for your daily practice session.
The SM-2 algorithm is a spaced repetition method that updates easiness factors and intervals based on your responses. It evaluates your recall accuracy and reschedules items into future review queues accordingly.
Yes, adaptive practice supports both grammar rules and vocabulary memorization. The system generates targeted prompts based on item type, allowing you to review grammar structures, vocabulary, and error patterns.
No, the daily review process does not start automatically. A safe gating mechanism prevents auto-invocation, requiring the learner to manually type /fluent-review to begin the spaced repetition session.
Using SM-2 for spaced repetition requires existing data in your review queue to function. The system depends on previously logged vocabulary, grammar, or error-pattern items to generate targeted exercises and update mastery metrics.
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