m98Community·12 Agent Skills Included

fluent

Adaptive language tutoring with spaced repetition and progress tracking

Runs interactive language practice sessions covering vocabulary, writing, speaking, reading, and spaced-repetition reviews. Tracks every answer, mistake pattern, and mastery level in local databases, eliminating manual flashcards and forgotten review schedules. Adapts difficulty in real time and schedules reviews with the SM-2 algorithm so learners retain more with daily short sessions.

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npx skills add m98/fluent --all -g -y

Available:

Defines the agent's role as an interactive language tutor, instructing it to load learner databases, present one question at a time, give immediate feedback, and update all tracking files after every session.

All Skills in This Repository (12)

Pure Emerald Level Indicators

📦 In Repo

m98

fluent-feedback-formatter

Generate standardized feedback blocks with severity and category labels for learner answers.

fluent-vocab

Deliver spaced-repetition vocabulary drills across recognition, production, and cloze modes.

fluent-session-analyzer

Extract error patterns, strengths, and accuracy trends from Fluent session reports.

fluent-setup

Bootstrap a Fluent learner profile and required JSON data files.

fluent-db-updater

Atomically update all Fluent learner databases with a single JSON payload.

fluent-reading

Present short texts with sequential comprehension questions and vocabulary capture.

fluent-speaking

Facilitate one-at-a-time typed speaking practice in a target language.

fluent-learn

Run adaptive language-learning sessions with interleaved exercises and immediate feedback.

fluent-writing

Provides guided, category-based writing practice sessions with structured error analysis and database updates.

fluent-progress

Summarize language-learning progress into a read-only dashboard from learner-profile.json.

fluent-sm2-calculator

Compute next-review dates for vocabulary items using the SM-2 algorithm.

fluent-review

Run today's SM-2 review queue and update mastery metrics.

Community

Advanced

Frequently Asked Questions

FAQPage Schema

How to install Fluent?▼

Run `npx skills add m98/fluent --all -g -y` in your terminal to install all language learning skills globally.

How does Fluent help me learn a language?▼

It turns your coding assistant into a personal tutor that runs vocabulary, writing, speaking, and reading drills, tracks your mistakes, and schedules reviews with the SM-2 spaced-repetition algorithm.

Which languages does Fluent support?▼

Any language. You set your target language, native language, and CEFR level during the one-time /fluent-setup onboarding.

Does Fluent work with Claude Code and other agents?▼

Yes. All skills follow the standard SKILL.md format and run in Claude Code, with AGENTS.md providing equivalent orchestration guidance for other assistants.

Where is my learning data stored?▼

All progress, mistakes, and review data stay on your own machine as local JSON files, with automatic backups before every update.