vellum-ai/polyglot

Perfil de vellum-ai

Última atividade de origem registrada: 7 de julho de 2026 às 20:49

Catálogo do SkillsMP atualizado: 17 de outubro de 2026 às 00:09

skills coletadas: 4

Estrelas no GitHub: 1
Forks no GitHub: 0

README do repositório

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# Polyglot Ambient language acquisition through your AI assistant. Learn languages woven into your real life, not in a separate app you have to remember to open. ## How it works Three modes, graduated from practice to ambient: 1. **Practice (default).** Dedicated sessions that use *your* life as material. You talk about your work, your people, your upcoming trip — in the target language at your level. Better than Duolingo on day one because the vocabulary is yours. 2. **Ambient (graduated).** After you've built enough context and competency, the assistant weaves the target language into your normal conversations. A phrase here, a correction there, gradually increasing density as you improve. This is the differentiator — no app can do this because no app lives with you. 3. **Immersive (opt-in).** The assistant responds primarily in the target language. For advanced learners or intensive periods. ## Onboarding When you first interact with Polyglot, the assistant runs an intake conversation: - What language and why (travel, work, partner, heritage, curiosity) - Current level and goal - Your daily life (work, people, hobbies, upcoming travel) Then immediately runs a first practice session using your real life as material. You leave the first session having said real things about yourself in the new language. ## Configuration Edit `config.json` to set your target language, starting level, and preferences. The `mode` field controls which mode you start in: - `"practice"` — sessions only (default for new users) - `"ambient"` — language woven into normal conversations - `"immersive"` — primarily target-language responses `ambientContextThresholdDays` controls how many days of practice before the assistant suggests graduating to ambient mode. ## Data All learning data is stored in `data/learner-state.json` inside the plugin directory. This includes: - Vocabulary with spaced-repetition scheduling (SM-2 algorithm) - Error patterns tracked over time - CEFR level history - Streak data - Life context gathered during onboarding ## Tools - `polyglot_assess` — evaluate proficiency from learner state - `polyglot_flashcard` — spaced-repetition review (get due cards, record review quality) - `polyglot_practice` — start a structured practice session with life-contextual scenarios - `polyglot_translate_ctx` — add a word to your vocab queue with context - `polyglot_progress` — full progress report ## Skills - `onboarding` — first-run intake and life context gathering - `ambient-mode` — instructions for weaving language into normal conversations - `practice-session` — instructions for running dedicated practice conversations - `immersive-mode` — instructions for primarily target-language responses

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Skills neste repositório

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onboarding

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First-run onboarding for the Polyglot language learning plugin. Use when the user first interacts with Polyglot, when they want to set up a new language, or when they say things like "I want to learn Spanish" or "set up language learning." Gathers language…

Idioma do texto original: inglês

2026-07-07

ambient-mode

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Instructions for weaving target language into normal conversations when the user is in ambient mode. Use when the Polyglot plugin is in ambient mode and the user is having a normal (non-practice) conversation. This is the differentiated experience — language…

Idioma do texto original: inglês

2026-07-07

immersive-mode

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Instructions for immersive mode where the assistant responds primarily in the target language. Use when the user is in immersive mode — advanced learners or intensive practice periods. The assistant uses English only for clarification or when the user is…

Idioma do texto original: inglês

2026-07-07

practice-session

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Run a dedicated language practice session. Use when the user asks to practice, says "let's practice [language]", wants to do a lesson, or when a practice session should start. Generates life-contextual scenarios, adapts difficulty, and teaches through…

Idioma do texto original: inglês

2026-07-07

Mostrando 4 de 4 skills coletadas.

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Copie este prompt para o assistente de IA que você usa.

Follow https://skillsmp.com/skill-install/prompt.md to install Agent Skills from https://github.com/vellum-ai/polyglot.