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fluent-vocab

Runs interactive vocabulary drills with spaced repetition and per-answer feedback.

Updated Jul 10, 2026
Search Tags:#vocabulary#language learning#spaced repetition#flashcards#active recall#drill#sm-2
One-click install
npx skills add https://github.com/mituso89/fluent --skill fluent-vocab-mituso89
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: fluent-vocab
Source: https://github.com/mituso89/fluent/tree/main/.claude/skills/fluent-vocab
Command: npx skills add https://github.com/mituso89/fluent --skill fluent-vocab-mituso89

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Language learners need structured vocabulary practice that targets weak words instead of random review. This Skill runs a flashcard-style drill session that selects words from spaced-repetition, mistakes, and mastery databases, presents them one at a time, and records results back to the learner's progress data. ## Core Features & Use Cases - Spaced-repetition word selection: Prioritizes due review items, low-mastery mistake words, and new high-frequency vocabulary matching the learner's focus areas. - Three interleaved drill modes: Rotates recognition, production, and cloze prompts to force active recall rather than passive re-reading. - Immediate scored feedback: Scores each answer out of 10 with severity tags, then batches all results into a single end-of-session database update. - Use Case: A Dutch learner types /fluent-vocab, reviews 15 words across the three modes, and receives a session summary showing accuracy, mastered words, and upcoming review counts. ## Quick Start Type /fluent-vocab to start an interactive vocabulary drill session based on your current review queue.

Frequently Asked Questions about fluent-vocab

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I start a vocabulary drill session?▼

Type /fluent-vocab to launch the drill. The skill is gated with disable-model-invocation, so it only runs on the explicit command and never auto-triggers during other conversations.

How does spaced repetition select which words to review?▼

Words are picked in priority order: due items in the spaced-repetition review queue, vocabulary mistakes with mastery level 2 or below, then new high-frequency words matching your focus areas. The daily limit defaults to 20 items.

What drill modes does vocabulary practice use?▼

Three modes are interleaved: recognition (target to explanation language), production (explanation to target language), and cloze fill-in-the-blank sentences. For pure immersion learners, translation modes are replaced with target-language synonym or definition prompts.

What happens if no vocabulary words are due for review?▼

The skill should be skipped when no items are due and no new words are queued. In that case it directs you to /fluent-review or /fluent-learn instead of starting an empty session.

When are my vocabulary results saved to the database?▼

Results are batched and written once at session end via a single update-db.py call, never after each word. The update includes review results, errors, new vocabulary, and focus items for the next session.

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