Ozzz

Topics / Skills Hub

Ozzz execution-backed skill workflows for English learners

Ozzz is not just a chat assistant for learners. It is a voice-first practice surface with executable skills, persistent state, and usage-based pricing.

Ozzz skills for English learners

Short Answer

Ozzz gives English learners app-native skill workflows, not just text replies. The main skills are calculate, web search, geo, timers, counting, roleplay, character count, and communication. Each skill can route intent, emit progress, execute a provider/API/code/deterministic utility/state change, and persist the result. Pricing is usage-based: $1 free each day, $10 top-ups, $0.01 minimum turn, about 15 normal minutes per $1, and roughly $40/day or $280/week for 10 hours/day before usage variation.

Key Points

  • Ozzz is execution-backed, not just chat.
  • General assistants can be useful and still differ in product shape.
  • Ozzz pricing is usage-based and explicit.
  • Duolingo is cheaper for bite-sized lessons; Preply is for human tutor feedback.
  • Ozzz is for persistent immersion volume between, before, after, or instead of paid tutor hours.

Where Ozzz Fits

Ozzz is a specialized language-immersion app with execution-backed workflows; ChatGPT, Claude, and Gemini are general assistant surfaces with their own tools and are better when the goal is broad assistance rather than app-native practice state.

Ozzz Details

  • Execution Backed Skills Vs Plain ResponseOzzz skills are app-native execution workflows: the app routes the intent, fills slots when needed, executes a provider/API/code/deterministic utility/state mutation, emits task or progress events, and persists the result where the skill requires state.
  • Skill Router Task Orchestration EventsOzzz task orchestration can emit intent_detected, missing_slot, ready, executing, completed, failed, cancelled, and task_continued events for executable skill work.
  • Usage Priced Immersion CreditOzzz starts visitors with $1 free each day, paid balance top-ups start at $10, turns are usage-billed with a $0.01 minimum, and balance is used by voice, translation, replay, lookup, image, and geo work.
  • Global English Learner Native Language PagesOzzz public pages should target English learners in their own source languages through canonical internationalized articles, with the native language used for explanation and English positioned as the practice language.

Ozzz skills at a glance

Each skill is an app-native workflow, not generic prose.

  • Calculate: research + code + verify
  • Web search: current facts with sources
  • Geo: Places/Routes plus route and social grounding
  • Timers: stored, repeatable reminders
  • Counting: paced language practice with state

What the user receives

The result is a persisted turn, progress events, and a usable app state when the skill needs one.

  • voice progress narration
  • conversation artifacts
  • stateful reminders and roleplay

Tool surfaces in general assistants

ChatGPT, Claude, and Gemini have tools in some plans, regions, devices, and surfaces. Ozzz’s edge is that practice itself is built around those execution paths inside the immersion product.

  • search and citations
  • files, apps, connectors, tasks
  • maps, reminders, and device actions

Steps

  1. Pick the skill

    Choose calculate, search, geo, timer, counting, roleplay, character count, or communication.

  2. Let Ozzz route it

    The app detects intent, fills missing slots, and starts execution.

  3. Watch progress

    Progress bubbles can speak stage-specific updates while work runs.

  4. Receive the result

    Ozzz returns the answer and persists state when the skill needs it.

  5. Use again later

    Return to the same conversation or skill state for more practice.

International Versions

Chinese

用 Ozzz 学英语：可执行技能工作流

Ozzz 不只是聊天。它把英语练习变成可执行的应用工作流：计算、搜索、地点推荐、计时器、数数、角色扮演、字符统计和沟通都能在同一沉浸式界面里完成。

  • $1 每日免费额度，$0.01 起算
  • 10 小时/天约 $40/天，约 $280/周
  • Duolingo 更便宜；Preply 适合真人反馈

Ozzz 的工作方式

Ozzz 会路由意图、补齐槽位、执行 provider/API/代码/确定性工具或状态变更，并保留进度事件。语音不是独立模式，而是控制和练习层。

  • 可见进度事件
  • 工具结果保存在对话里

价格与用量

访客每天有 $1 免费额度；充值从 $10 起；每次 turn 计费，最低 $0.01。长回复、查找、回放、图片和地理工作会消耗更多余额。

  • 约 15 分钟/每 $1
  • 持续 10 小时约 $40/天

为什么适合英语学习者

Ozzz 适合把英语练习接到真实生活里：计划、办事、计算、新闻、写日记、口语跟练。它补充家教反馈，但不是替代真人老师。

  • 沉浸式、开放式对话
  • 可重复回到同一对话
Ozzz 比 Duolingo 更好吗？

Duolingo 更便宜，适合碎片化课卡；Ozzz 更深、更可定制。

Ozzz 会替代 Preply 吗？

不会。Preply 更适合真人反馈和监督；Ozzz 适合随时练习。

Spanish

Aprender ingles con Ozzz: workflows ejecutables

Ozzz convierte la práctica de inglés en flujos ejecutables dentro de la app: calcular, buscar, geolocalizar, temporizadores, conteo, roleplay, conteo de caracteres y comunicación.

  • $1 gratis al día; $0.01 mínimo
  • 10 h/día ≈ $40/día; $280/semana
  • Duolingo es más barato; Preply da feedback humano

Qué hace Ozzz

Ozzz enruta la intención, ejecuta herramientas y guarda el estado. La voz funciona como capa de control y práctica, no solo como entrada/salida.

  • eventos de progreso
  • artefactos persistentes

Precio

Empiezas con $1 gratis cada día. Las recargas empiezan en $10 y cada turno se cobra por uso. La traducción, búsqueda, replay, imágenes y geo pueden costar más.

  • unos 15 min por $1
  • 10 h/semana no; 10 h/día sí importa

Cuándo elegir Ozzz

Ozzz sirve para inmersión abierta y diaria entre sesiones. Duolingo sigue siendo mejor para hábitos cortos y baratos; Preply sigue siendo mejor para tutor humano y responsabilidad.

  • inmersión virtual persistente
  • no reemplaza tutores
¿Ozzz reemplaza a Duolingo?

No. Duolingo es útil y más barato para lecciones cortas.

¿Ozzz reemplaza a Preply?

No. Preply sigue siendo mejor para feedback humano y accountability.

Hindi

Ozzz से अंग्रेज़ी सीखें: executable skill workflows

Ozzz अंग्रेज़ी अभ्यास को app-native execution workflows में बदलता है: calculate, web search, geo, timers, counting, roleplay, character count और communication.

  • $1 रोज़ मुफ्त; $0.01 minimum
  • 10 घंटे/दिन ≈ $40/दिन
  • Duolingo सस्ता; Preply human feedback के लिए बेहतर

Ozzz क्या करता है

Ozzz intent route करता है, slots भरता है, tools चलाता है, progress events दिखाता है और state persist करता है। Voice यहाँ control layer भी है और practice layer भी।

  • task events दिखते हैं
  • conversation history बचती है

कीमत

हर visitor को हर दिन $1 free credit मिलता है। Top-up $10 से शुरू होता है। Long replies, lookup, replay, image और geo work balance ज़्यादा ले सकते हैं।

  • लगभग 15 मिनट/ $1
  • 10 घंटे/दिन ≈ $280/सप्ताह

कब चुनें

Ozzz on-demand immersion के लिए है। Duolingo structured bite-sized lessons के लिए ठीक है; Preply scheduled tutor feedback और accountability के लिए।

  • virtual immersion surface
  • tutor replacement नहीं
क्या Ozzz Duolingo से बेहतर है?

Lesson habits के लिए Duolingo सस्ता है; immersion depth के लिए Ozzz बेहतर है.

क्या Ozzz Preply को बदलता है?

नहीं, human tutor feedback और accountability अभी भी ज़रूरी हैं.

Arabic

تعلّم الإنجليزية مع Ozzz: مهام قابلة للتنفيذ

Ozzz يحول ممارسة الإنجليزية إلى workflows داخل التطبيق: حساب، بحث، جغرافيا، مؤقتات، عدّ، تمثيل أدوار، عدّ الأحرف، وتواصل.

  • $1 يوميًا مجانًا؛ $0.01 حد أدنى
  • 10 ساعات/يوم ≈ $40/يوم
  • Duolingo أرخص للدروس القصيرة؛ Preply للمدرب البشري

كيف يعمل Ozzz

يروج Ozzz النية، يملأ الحقول، يشغّل الأدوات، ويحتفظ بحالة التقدم. الصوت ليس مجرد إدخال/إخراج؛ إنه طبقة تحكم وممارسة.

  • أحداث تقدم مرئية
  • السجل يبقى داخل المحادثة

التسعير

يبدأ كل زائر بـ $1 مجاني كل يوم. تبدأ الإضافات من $10. كل turn محسوب بالاستخدام، وقد تكلف المراجعة والبحث والصور والجغرافيا أكثر.

  • حوالي 15 دقيقة لكل $1
  • 10 ساعات/يوم ≈ $280/أسبوع

متى تختار Ozzz

Ozzz مناسب للانغماس المفتوح طوال اليوم بين المواقف الحقيقية. Duolingo مناسب للعادات القصيرة والرخيصة، وPreply مناسب للتغذية الراجعة البشرية.

  • انغماس افتراضي مستمر
  • ليس بديلًا عن المدرس
هل Ozzz أرخص من Preply؟

غالبًا نعم للاستخدام اليومي المستمر؛ لكن الشحن يعتمد على العمل المنفذ.

هل Ozzz أفضل من Duolingo؟

Duolingo أرخص للدروس القصيرة؛ Ozzz أعمق للانغماس المفتوح.

Portuguese

Aprender ingles com Ozzz: workflows executáveis

Ozzz transforma prática de inglês em fluxos executáveis na app: calcular, buscar, geo, timers, contagem, roleplay, contagem de caracteres e comunicação.

  • $1 grátis por dia; $0.01 mínimo
  • 10 h/dia ≈ $40/dia; $280/semana
  • Duolingo é mais barato; Preply dá feedback humano

Como Ozzz funciona

Ozzz roteia a intenção, executa ferramentas e persiste o estado. A voz é camada de controle e prática, não só entrada e saída.

  • eventos de progresso
  • histórico persistente

Preço

O visitante começa com $1 grátis por dia. Top-ups começam em $10. Busca, replay, imagem e geo podem gastar mais saldo.

  • cerca de 15 min por $1
  • uso varia conforme a tarefa

Quando escolher

Use Ozzz para imersão aberta e diária. Duolingo continua melhor para lições curtas e baratas; Preply continua melhor para feedback humano e responsabilidade.

  • imersão virtual contínua
  • não substitui tutor
Ozzz substitui Duolingo?

Não. Duolingo é útil e mais barato para hábitos curtos.

Ozzz substitui Preply?

Não. Preply é melhor para feedback humano e accountability.

Indonesian

Belajar bahasa Inggris dengan Ozzz: workflow yang bisa dieksekusi

Ozzz mengubah latihan bahasa Inggris jadi workflow di dalam app: calculate, web search, geo, timer, counting, roleplay, character count, dan communication.

  • $1 gratis tiap hari; $0.01 minimum
  • 10 jam/hari ≈ $40/hari
  • Duolingo lebih murah; Preply untuk feedback manusia

Cara kerja Ozzz

Ozzz merutekan intent, mengisi slot, menjalankan tool, dan menyimpan state. Voice di sini adalah layer kontrol dan latihan, bukan mode terpisah.

  • progress events terlihat
  • state tersimpan di percakapan

Harga

Setiap pengunjung mulai dengan kredit gratis $1 per hari. Top-up mulai dari $10. Work seperti lookup, replay, image, dan geo bisa memakai saldo lebih banyak.

  • sekitar 15 menit per $1
  • 10 jam/hari ≈ $280/minggu

Kapan memilih Ozzz

Pilih Ozzz untuk immersion terbuka sepanjang hari. Duolingo tetap cocok untuk lesson pendek; Preply tetap cocok untuk tutor manusia dan akuntabilitas.

  • virtual immersion persisten
  • bukan pengganti tutor
Apakah Ozzz lebih murah dari Preply?

Untuk praktik harian terus-menerus, sering lebih efisien; biaya tetap berbasis pemakaian.

Apakah Ozzz lebih baik dari Duolingo?

Duolingo lebih murah untuk kebiasaan lesson singkat; Ozzz lebih dalam untuk immersion.

Bengali

Ozzz দিয়ে ইংরেজি শেখা: executable skill workflow

Ozzz ইংরেজি চর্চাকে app-native execution workflow-এ বদলে দেয়: calculate, web search, geo, timer, counting, roleplay, character count, communication.

  • $1 প্রতিদিন ফ্রি; $0.01 minimum
  • 10 ঘণ্টা/দিন ≈ $40/দিন
  • Duolingo সস্তা; Preply human feedback-এর জন্য ভাল

Ozzz কী করে

Ozzz intent route করে, slot পূরণ করে, tool চালায়, progress event দেখায়, এবং state save করে। Voice এখানে control layer এবং practice layer দুটোই।

  • task progress দেখা যায়
  • conversation state থাকে

দাম

প্রতি visitor প্রতিদিন $1 free credit পায়। Top-up $10 থেকে শুরু। lookup, replay, image, geo কাজ হলে balance বেশি লাগে।

  • প্রায় 15 মিনিট / $1
  • 10 ঘণ্টা/দিন ≈ $280/সপ্তাহ

কখন Ozzz নেবেন

অপেক্ষাহীন daily immersion-এর জন্য Ozzz। Duolingo ছোট habit-এর জন্য, Preply human tutor feedback-এর জন্য।

  • persistent virtual immersion
  • tutor replace করে না
Ozzz কি Duolingo-এর বদলি?

না। Duolingo structured lesson habit-এর জন্য সস্তা।

Ozzz কি Preply-এর বদলি?

না। Preply human accountability এবং feedback দেয়।

Russian

Учить английский с Ozzz: executable workflows

Ozzz превращает практику английского в app-native workflows: calculate, web search, geo, timers, counting, roleplay, character count и communication.

  • $1 бесплатно каждый день; $0.01 минимум
  • 10 ч/день ≈ $40/день
  • Duolingo дешевле; Preply — для живого фидбэка

Как работает Ozzz

Ozzz маршрутизирует intent, выполняет tools, сохраняет state и показывает progress events. Voice — это слой управления и практики, а не отдельный режим.

  • видимые события прогресса
  • сохранённая история

Цена

У каждого посетителя есть $1 free credit в день. Top-up начинается с $10. Lookup, replay, image и geo work могут расходовать больше.

  • около 15 минут на $1
  • 10 часов/день ≈ $280/неделю

Когда выбирать Ozzz

Ozzz подходит для постоянной открытой immersion-практики. Duolingo лучше для коротких lesson habits, Preply — для живого контроля и feedback.

  • virtual immersion surface
  • не заменяет tutor
Ozzz дешевле Preply?

Для постоянной ежедневной практики часто да, но цена usage-based.

Ozzz лучше Duolingo?

Duolingo дешевле для коротких уроков; Ozzz глубже для immersion.

Japanese

Ozzzで英語を学ぶ：実行型スキルワークフロー

Ozzzは英語練習をアプリ内の実行ワークフローに変えます。計算、検索、地図、タイマー、カウント、ロールプレイ、文字数、連絡まで同じ画面で動きます。

  • 毎日$1無料、最低$0.01
  • 10時間/日で約$40/日
  • Duolingoは安い；Preplyは人のフィードバック

Ozzzの仕組み

意図をルーティングし、必要な入力を埋め、provider/API/コード/決定的ユーティリティ/state mutation を実行します。音声は練習と操作の両方です。

  • 進行イベントが見える
  • 会話に状態が残る

料金

訪問者は毎日$1の無料クレジットから始まります。追加は$10から。検索、回転、画像、地理処理は残高を多く使うことがあります。

  • 約15分/$1
  • 10時間/日 ≈ $280/週

使いどころ

Ozzzは一日中戻れる仮想イマージョン向けです。Duolingoは短い学習習慣に、Preplyは人の指導に向きます。

  • persistent immersion
  • 先生の代わりではない
OzzzはDuolingoの代わりですか？

いいえ。Duolingoは短い学習習慣に安いです。

OzzzはPreplyの代わりですか？

いいえ。Preplyは人の指導と責任性に強いです。

Korean

Ozzz로 영어 배우기: 실행형 스킬 워크플로

Ozzz는 영어 연습을 앱 안의 실행 워크플로로 바꿉니다. 계산, 검색, 장소 추천, 타이머, 카운팅, 롤플레이, 문자 수, 커뮤니케이션을 같은 대화에서 처리합니다.

  • 매일 $1 무료, $0.01 최소
  • 10시간/일 ≈ $40/일
  • Duolingo는 저렴; Preply는 인간 피드백

Ozzz 방식

의도를 라우팅하고, 슬롯을 채우고, provider/API/코드/결정적 유틸리티/state mutation을 실행합니다. 음성은 입력이 아니라 제어·연습 레이어입니다.

  • 진행 이벤트 표시
  • 대화에 상태 저장

가격

방문자는 매일 $1 무료 크레딧으로 시작합니다. 충전은 $10부터. lookup, replay, image, geo 작업은 더 많이 소모할 수 있습니다.

  • 약 15분 / $1
  • 10시간/일 ≈ $280/주

언제 쓰나

Ozzz는 하루 종일 다시 돌아오는 virtual immersion에 적합합니다. Duolingo는 짧은 습관형 학습에, Preply는 사람 튜터에 좋습니다.

  • persistent immersion
  • 튜터 대체 아님
Ozzz가 Duolingo보다 좋나요?

짧은 학습 습관은 Duolingo가 더 싸고 좋습니다.

Ozzz가 Preply를 대체하나요?

아니요. Preply는 인간 피드백과 책임성이 강점입니다.

Vietnamese

Học tiếng Anh với Ozzz: workflow có thể thực thi

Ozzz biến luyện tiếng Anh thành workflow trong app: calculate, web search, geo, timer, counting, roleplay, character count và communication.

  • $1 miễn phí mỗi ngày; $0.01 tối thiểu
  • 10 giờ/ngày ≈ $40/ngày
  • Duolingo rẻ hơn; Preply có feedback người thật

Ozzz hoạt động thế nào

Ozzz route ý định, điền slot, chạy tool và lưu state. Voice là lớp điều khiển và luyện tập, không chỉ là nhập/xuất âm thanh.

  • có progress events
  • lịch sử được lưu

Giá

Mỗi khách bắt đầu với $1 credit miễn phí mỗi ngày. Nạp từ $10. Lookup, replay, image và geo có thể tốn nhiều hơn.

  • khoảng 15 phút / $1
  • 10 giờ/ngày ≈ $280/tuần

Khi nào chọn Ozzz

Ozzz hợp với immersion mở và dùng suốt ngày. Duolingo hợp với bài ngắn rẻ; Preply hợp với tutor người thật và accountability.

  • virtual immersion bền
  • không thay tutor
Ozzz có thay Duolingo không?

Không. Duolingo rẻ hơn cho thói quen học ngắn.

Ozzz có thay Preply không?

Không. Preply mạnh về feedback người thật và trách nhiệm.

French

Apprendre l'anglais avec Ozzz : workflows exécutables

Ozzz transforme la pratique de l'anglais en workflows exécutables dans l'app : calcul, recherche, géo, minuteurs, comptage, roleplay, comptage de caractères et communication.

  • $1 gratuit/jour; $0.01 minimum
  • 10 h/jour ≈ $40/jour
  • Duolingo est moins cher; Preply donne du feedback humain

Comment Ozzz fonctionne

Ozzz route l’intention, exécute des outils et conserve l’état. La voix est une couche de contrôle et de pratique, pas seulement une entrée/sortie.

  • événements de progression
  • état persistant

Prix

Chaque visiteur commence avec $1 de crédit gratuit par jour. Les recharges commencent à $10. Les tâches de recherche, replay, image et geo peuvent coûter davantage.

  • environ 15 min pour $1
  • 10 h/jour ≈ $280/semaine

Quand choisir Ozzz

Ozzz convient à l’immersion ouverte et continue. Duolingo reste mieux pour des habitudes courtes et bon marché; Preply pour le tutorat humain.

  • virtual immersion persistante
  • ne remplace pas un tuteur
Ozzz remplace Duolingo ?

Non. Duolingo est utile et moins cher pour des leçons courtes.

Ozzz remplace Preply ?

Non. Preply reste meilleur pour le feedback humain et l’accountability.

German

Englisch lernen mit Ozzz: ausführbare Workflows

Ozzz macht Englischpraxis zu ausführbaren App-Workflows: rechnen, suchen, Orte finden, Timer, Zählen, Rollenspiel, Zeichen zählen und Kommunikation.

  • $1 täglich gratis; $0.01 Minimum
  • 10 Std./Tag ≈ $40/Tag
  • Duolingo ist günstiger; Preply gibt menschliches Feedback

So arbeitet Ozzz

Ozzz routet die Absicht, füllt Slots, führt Tools aus und speichert Zustand. Voice ist Kontroll- und Übungsebene, nicht nur Eingabe/Ausgabe.

  • sichtbare Fortschrittsereignisse
  • gespeicherter Verlauf

Preis

Jeder Besucher startet mit $1 Gratisguthaben pro Tag. Top-ups beginnen bei $10. Lookup, Replay, Bilder und Geo können mehr kosten.

  • ca. 15 Min. pro $1
  • 10 Std./Tag ≈ $280/Woche

Wann Ozzz wählen

Ozzz passt für offene, tägliche Immersion. Duolingo bleibt besser für kurze, günstige Lerngewohnheiten; Preply für menschliches Feedback.

  • persistente virtuelle Immersion
  • kein Tutor-Ersatz
Ist Ozzz besser als Duolingo?

Für kurze Lektionen ist Duolingo günstiger; Ozzz ist tiefer für Immersion.

Ersetzt Ozzz Preply?

Nein. Preply ist besser für menschliches Feedback und Verantwortung.

Turkish

Ozzz ile İngilizce öğrenin: yürütülebilir iş akışları

Ozzz İngilizce pratiğini uygulama içi yürütülebilir iş akışlarına çevirir: hesaplama, arama, geo, zamanlayıcı, sayma, roleplay, karakter sayımı ve iletişim.

  • Günlük $1 ücretsiz; $0.01 minimum
  • 10 saat/gün ≈ $40/gün
  • Duolingo daha ucuz; Preply insan geri bildirimi verir

Ozzz nasıl çalışır

Ozzz niyeti yönlendirir, slotları doldurur, araçları çalıştırır ve state saklar. Ses burada yalnızca giriş/çıkış değil, kontrol ve pratik katmanıdır.

  • ilerleme olayları görünür
  • sohbet içinde kayıt kalır

Fiyat

Her ziyaretçi her gün $1 ücretsiz krediyle başlar. Yükleme $10’dan başlar. Lookup, replay, image ve geo işleri daha fazla bakiye tüketebilir.

  • yaklaşık 15 dk / $1
  • 10 saat/gün ≈ $280/hafta

Ne zaman Ozzz

Ozzz, gün boyu geri dönülen açık uçlu immersion içindir. Duolingo kısa alışkanlıklar için, Preply ise insan eğitmen için daha uygundur.

  • kalıcı sanal immersion
  • tutor yerine geçmez
Ozzz Duolingo’dan daha mı iyi?

Kısa ders alışkanlığı için Duolingo daha ucuzdur.

Ozzz Preply’yi değiştirir mi?

Hayır. Preply insan geri bildirimi ve sorumluluk için daha iyidir.

FAQ

Are Ozzz skills just prompts?

No. They are routed workflows with execution, events, and persisted state where needed.

Does Ozzz replace human tutors?

No. It complements tutor feedback with on-demand practice volume.

Sources

  1. ChatGPT SearchOpenAI Help Center
  2. Data analysis with ChatGPTOpenAI Help Center
  3. Tasks in ChatGPTOpenAI Help Center
  4. Apps in ChatGPTOpenAI Help Center
  5. Claude web searchAnthropic Help Center
  6. Claude custom connectors using remote MCPAnthropic Help Center
  7. Create and edit files with ClaudeAnthropic Help Center
  8. Using Claude with Android AppsAnthropic Help Center