m98

m98/fluent

Plugin Claude Code

Plugin marketplace listing 1 plugin: fluent.

m98/fluent

Plugin Claude Code

Fluent — AI Language Learning Kit. Personal AI tutor for any target language. Uses spaced repetition (SM-2), active recall, adaptive difficulty, and tracking across 6 databases. Daily practice: /fluent-review, /fluent-vocab, /fluent-writing, /fluent-speaking, /fluent-reading, /fluent-learn. Start with /fluent-setup.

m98/fluent

Hook Claude Code

Runs after a tool call finishes for Write and Edit tool calls, executing validate-data.py via python3. From m98/fluent.

m98/fluent

Hook Claude Code

Runs when a session ends, executing session-end.py via python3. From m98/fluent.

m98/fluent

Hook Claude Code

Runs when a session starts, executing session-start.py via python3. From m98/fluent.

m98/fluent

Hook Claude Code

Runs before the context is compacted, executing precompact-backup.sh via bash. From m98/fluent.

m98/fluent

Settings file Claude Code

Fluent - The AI Language Learning Kit.

m98/fluent

Skill Claude CodeCodex

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 JSON payload. Use at the end of every practice session — fluent-writing, fluent-vocab, fluent-speaking, fluent-reading…

m98/fluent

Skill Claude CodeCodex

Canonical feedback template for every learner answer in the Fluent system — celebrate correct parts, correct mistakes with category and brief explanation, show the full correct version, score out of 10, and classify severity (🔴 critical / 🟡 moderate / 🟢 minor). Use in every practice session (fluent-writing…

m98/fluent

Skill Claude CodeCodex

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. Triggered only when the learner types /fluent-learn. Greets the learner, shows today's plan, asks what to practice, runs…

m98/fluent

Skill Claude CodeCodex

Show the learner's language learning progress, statistics, mastery levels, streak, and achievements. Use when the learner asks "how am I doing", "show my progress", "stats", "dashboard", "what's my streak", "how many words have I learned", or invokes /fluent-progress. Read-only — safe to auto-invoke.

m98/fluent

Skill Claude CodeCodex

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. Triggered only when the learner types /fluent-reading. Presents the text, waits for the learner to read, then asks questions one at a time with…

m98/fluent

Skill Claude CodeCodex

Run today's spaced-repetition review queue — items scheduled by SM-2 that need reinforcement before the learner forgets them. Triggered only when the learner types /fluent-review. Pulls due items from spaced-repetition.reviewqueue.today, generates a targeted exercise for each, evaluates the response, updates SM-2…

m98/fluent

Skill Claude CodeCodex

Parse Fluent /results/.md session files to extract error patterns, strengths, accuracy trends, and focus areas for the next session. Use when the tutor needs to analyze the learner's recent performance — planning the next lesson, recommending focus areas, or answering "what should I practice next?".

m98/fluent

Skill Claude CodeCodex

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 learning goals. Triggered only when the learner types /fluent-setup. Also handles profile updates and resets for returning…

m98/fluent

Skill Claude CodeCodex

SM-2 spaced-repetition algorithm reference for the Fluent language learning system. Use whenever the tutor schedules the next review of a vocabulary item, grammar rule, or error pattern — i.e. after every answered review question. Defines the 0-5 quality scale, interval formula, easiness-factor update, and…

m98/fluent

Skill Claude CodeCodex

Run an interactive typed conversation session simulating spoken practice — free-flowing dialogue, role-plays, and opinion questions prioritizing communication over perfect grammar. Triggered only when the learner types /fluent-speaking. Asks questions one at a time in the target language, evaluates clarity and…

m98/fluent

Skill Claude CodeCodex

Run an interactive vocabulary drill session with flashcard-style prompts, spaced repetition, and per-answer feedback. Triggered only when the learner types /fluent-vocab. Reads spaced-repetition / mistakes / mastery DBs to pick words, presents one word at a time, scores each answer, and calls fluent-db-updater at the…

m98/fluent

Skill Claude CodeCodex

Run an interactive writing practice session (emails, letters, forms, short texts) with systematic error analysis, category-tagged corrections, and detailed feedback. Triggered only when the learner types /fluent-writing. Selects a scenario matched to mastery, lets the learner compose, then analyzes grammar, register…

m98/fluent

Instructions file CodexOpenCode

Instructions for m98/fluent, covering 🤖 ai agent integration guide, 📚 quick start for ai agents, your role, primary reference document and 📁 file structure & usage guide.

m98/fluent

Instructions file

Instructions for m98/fluent, covering your primary role: interactive language tutor, core identity, your superpowers, how you operate and every session you must.