https://productuniversity.ru/_next/static/chunks/87993-d232910ef8a186ef.js

1"use strict";(self.webpackChunk_N_E=self.webpackChunk_N_E||[]).push([[87993],{87993:(n,e,t)=>{t.r(e),t.d(e,{aiWeek2Lesson4:()=>a});let a={id:"ai-lesson2-4",title:"Библиотека промптов для школы",content:'\n# Урок 2.4: Библиотека промптов для школы\n\n## \uD83D\uDCDA Ваша главная бизнес-ценность\n\n### \uD83D\uDCA1 Почему библиотека промптов = конкурентное преимущество?\n\n> Представьте: вы инвестируете месяцы в создание и тестирование идеальных промптов.\n> Ваши конкуренты каждый раз начинают с нуля.\n\n**Ваша библиотека = ваше оружие \uD83D\uDE80**\n\n## Структура библиотеки промптов\n\n### \uD83C\uDFD7️ Архитектура EnglishKids Academy Prompt Library\n\n```python\nclass PromptLibraryArchitecture:\n    """Полная структура библиотеки промптов"""\n\n    def __init__(self):\n        self.categories = {\n            # Основные категории\n            "core_teaching": {\n                "grammar": {},\n                "vocabulary": {},\n                "speaking": {},\n                "listening": {},\n                "reading": {},\n                "writing": {}\n            },\n\n            # Возрастные категории\n            "age_specific": {\n                "preschool_4_6": {},\n                "elementary_7_9": {},\n                "middle_10_12": {},\n                "teens_13_15": {},\n                "senior_16_18": {}\n            },\n\n            # Специальные ситуации\n            "special_situations": {\n                "first_lesson": {},\n                "motivation_low": {},\n                "exam_preparation": {},\n                "error_correction": {},\n                "homework_help": {},\n                "parent_communication": {}\n            },\n\n            # Игры и активности\n            "games_activities": {\n                "warm_ups": {},\n                "energizers": {},\n                "cool_downs": {},\n                "competitions": {},\n                "creative_tasks": {}\n            },\n\n            # Технические промпты\n            "technical": {\n                "assessment": {},\n                "feedback": {},\n                "progress_tracking": {},\n                "report_generation": {}\n            }\n        }\n\n        self.metadata = {\n            "version": "2.0",\n            "last_updated": "2024-01-20",\n            "total_prompts": 0,\n            "success_rate": 0.0,\n            "top_performers": []\n        }\n```\n\n## \uD83C\uDFAF Основные промпты для обучения\n\n### \uD83D\uDCD6 Grammar Prompts\n\n```python\n# Промпт 1: Объяснение грамматики через истории\nGRAMMAR_STORY_PROMPT = """\nYou are teaching {grammar_topic} to a {age}-year-old Russian student.\n\nCREATE A STORY METHOD:\n1. Start with a relatable story (50-70 words) that naturally uses the grammar\n2. Highlight the grammar pattern in the story\n3. Extract the rule from the story context\n4. Show 3 more mini-examples from the same story world\n\nSTORY THEMES based on age:\n- 4-7: Fairy tales, animals, toys\n- 8-12: Adventures, games, school life\n- 13-18: Social media, music, future dreams\n\nIMPORTANT: The story must be culturally relevant to Russian children.\nUse references they understand (New Year instead of Christmas, etc.)\n"""\n\n# Промпт 2: Грамматика через сравнение с русским\nGRAMMAR_COMPARISON_PROMPT = """\nExplain {grammar_topic} by comparing with Russian grammar.\n\nSTRUCTURE:\n1. Show how it works in Russian (1 sentence)\n2. Show the English equivalent\n3. Highlight the KEY DIFFERENCE\n4. Common mistakes Russian speakers make\n5. Memory trick to avoid the mistake\n\nExample format:\n\uD83C\uDDF7\uD83C\uDDFA Russian: [Russian example]\n\uD83C\uDDEC\uD83C\uDDE7 English: [English example]\n⚠️ Difference: [Key point]\n\uD83D\uDCA1 Remember: [Trick]\n\nKeep it simple and visual.\n"""\n\n# Промпт 3: Грамматика через игру\nGRAMMAR_GAME_PROMPT = """\nCreate a grammar game for {grammar_topic}.\n\nGAME REQUIREMENTS:\n- Age group: {age_group}\n- Duration: 5-7 minutes\n- Can be played online or offline\n- Clear winning condition\n- Immediate feedback mechanism\n\nGAME STRUCTURE:\n1. Game name (catchy and fun)\n2. Quick rules (2-3 sentences)\n3. Example roun

1d\n4. Variations for different levels\n5. Digital adaptation (for Zoom/online)\n\nMake it competitive but not stressful.\n"""\n```\n\n### \uD83D\uDDE3️ Vocabulary Prompts\n\n```python\n# Промпт 4: Лексика через ассоциации\nVOCABULARY_ASSOCIATION_PROMPT = """\nTeach these vocabulary words: {word_list}\nStudent profile: {age} years, {level}, interests: {interests}\n\nCREATE MEMORABLE ASSOCIATIONS:\n1. Visual association (what it looks like)\n2. Sound association (what it sounds like)\n3. Personal connection (link to their life)\n4. Action/gesture (physical memory)\n5. Emotion/feeling (emotional memory)\n\nFor each word provide:\nWord: [word]\n\uD83D\uDC41️ See: [visual]\n\uD83D\uDC42 Hear: [sound]\n\uD83D\uDCA1 Connect: [personal]\n\uD83E\uDD38 Do: [action]\n❤️ Feel: [emotion]\n\nMake associations AGE-APPROPRIATE and CULTURALLY RELEVANT.\n"""\n\n# Промпт 5: Лексика в контексте\nVOCABULARY_CONTEXT_PROMPT = """\nTeach vocabulary through context for {topic}.\nStudent: {age} years, {level}\n\nCONTEXT-BASED APPROACH:\n1. Create a mini-situation using all target words\n2. Let student guess meanings from context\n3. Confirm with visual/gesture clues\n4. Practice in similar contexts\n5. Create new context together\n\nTarget words: {word_list}\n\nThe context should be:\n- Relatable to their daily life\n- Visual and dynamic\n- Slightly challenging but not frustrating\n- Reusable for practice\n"""\n```\n\n### \uD83C\uDFA4 Speaking Prompts\n\n```python\n# Промпт 6: Разговорная практика\nSPEAKING_CONVERSATION_PROMPT = """\nCreate a speaking practice dialogue.\nTopic: {topic}\nStudent: {age} years, {level}, shy/confident: {personality}\n\nDIALOGUE STRUCTURE:\n1. Ice-breaker question (super easy)\n2. Main conversation (gradually complex)\n3. Challenge question (stretch goal)\n\nADAPTATIONS for personality:\n- Shy: More yes/no initially, gradual opening\n- Confident: Open questions, debates, opinions\n\nProvide:\n- Your questions\n- Expected responses\n- Follow-up prompts\n- Error handling (gentle corrections)\n- Encouragement phrases\n"""\n\n# Промпт 7: Произношение\nSPEAKING_PRONUNCIATION_PROMPT = """\nHelp with pronunciation of {word/phrase}.\nStudent: Russian speaker, {age} years\n\nPRONUNCIATION ASSISTANCE:\n1. Break into syllables\n2. Find Russian sound equivalents\n3. Highlight difficult parts\n4. Rhythm and stress pattern\n5. Common mispronunciation to avoid\n\nFormat:\nWord: {word}\nSyllables: [syl-la-bles]\nSounds like: [русские звуки]\nStress: sylLAble\nRhythm: da-DA-da\n⚠️ Don\'t say: [common error]\n\uD83C\uDFAF Practice: [fun sentence]\n"""\n```\n\n## \uD83D\uDC76 Возрастные промпты\n\n### \uD83C\uDF88 Малыши (4-6 лет)\n\n```python\nPRESCHOOL_LESSON_PROMPT = """\nYou are Sunny the Sun ☀️, teaching English to {name}, age {age}.\n\nLESSON RULES for tiny learners:\n1. Maximum 5-word sentences\n2. Lots of repetition (3-5 times)\n3. Physical movements with words\n4. Songs or rhymes when possible\n5. Immediate praise and stickers \uD83C\uDF1F\n\nToday\'s topic: {topic}\nAttention span: 5-7 minutes max\n\nSTRUCTURE:\n1. Hello song (30 sec)\n2. New word with action (2 min)\n3. Game with word (2 min)\n4. Goodbye ritual (30 sec)\n\nRemember: They can\'t read! Everything is VERBAL and VISUAL.\n"""\n\nPRESCHOOL_PARENT_PROMPT = """\nCreate a message for parents about today\'s lesson.\nChild: {name}, {age} years\nLesson topic: {topic}\n\nPARENT MESSAGE includes:\n1. What we learned (1-2 words/phrases)\n2. How to practice at home (specific actions)\n3. What to praise them for\n4. Next lesson preview\n\nTone: Warm, encouraging, practical\nLength: 3-4 sentences max\nInclude 1-2 emojis\n\nExample home practice should take 2-3 minutes.\n"""\n```\n\n### \uD83C\uDFAF Младшие школьники (7-9 лет)\n\n```python\nELEMENTARY_ACTIVE_PROMPT = """\nEnergetic lesson for {name}, age {age}.\nEnergy level: {current_energy}/10\n\nADJUST LESSON ENERGY:\n- High energy (8-10): Calm activities, focus tasks\n- Medium energy (5-7): Balanced mix\n- Low energy (1-4): Energy boosters, games\n\nTopic: {topic}\n\nINCLUDE:\n1. Movement every 5 minutes\n2. Peer interaction opportunity\n3. Creative element\n4. "Show and tell" moment\n5. Sticker 

1chart progress\n\nClassroom phrases:\n- "Stand up if you know..."\n- "High-five your partner when..."\n- "Draw in the air..."\n- "Whisper the answer to..."\n"""\n\nELEMENTARY_HOMEWORK_PROMPT = """\nCreate FUN homework for {name}, {age} years.\nToday\'s topic: {topic}\nTime available: {time_minutes} minutes\n\nHOMEWORK TYPES:\n1. \uD83C\uDFA8 Creative (draw and label)\n2. \uD83C\uDFAE Game-based (find and count)\n3. \uD83D\uDC68‍\uD83D\uDC69‍\uD83D\uDC67 Family involvement (teach someone)\n4. \uD83D\uDCF1 Digital option (app/video)\n5. \uD83C\uDFC3 Physical (act out)\n\nMust be:\n- Self-explanatory (parents might not speak English)\n- Actually fun (not worksheets)\n- Shareable next lesson\n- Optional bonus challenge\n"""\n```\n\n### \uD83D\uDE80 Средние школьники (10-12 лет)\n\n```python\nMIDDLE_SCHOOL_INTERESTS_PROMPT = """\nLesson integrated with {student_interests}.\nStudent: {name}, {age} years\nTopic: {english_topic}\n\nINTEREST INTEGRATION:\n- Gaming: Use game references, scores, achievements\n- TikTok: Trending sounds, challenges, creators\n- Sports: Teams, competitions, statistics\n- Anime: Characters, plots, Japanese words\n- Music: Lyrics, artists, genres\n\nCreate lesson where EVERY example uses their interest.\nThey should feel like learning English TO enjoy their hobby more.\n\nBalance: 70% interest content, 30% general English\n"""\n\nMIDDLE_SCHOOL_PROJECT_PROMPT = """\nCreate a mini-project for {name}, {age}.\nTopic: {topic}\nDuration: {days} days\nTools available: {tools}\n\nPROJECT IDEAS:\n1. Create English content about their hobby\n2. Interview family in English\n3. Make a tutorial video\n4. Design an English game\n5. Start an English diary/blog\n\nDeliverables:\n- Day 1: Planning\n- Day 2-3: Creating\n- Day 4: Sharing\n\nMake them feel like content CREATORS, not students.\n"""\n```\n\n### \uD83D\uDE0E Подростки (13-18 лет)\n\n```python\nTEEN_REAL_WORLD_PROMPT = """\nReal-world English for {name}, {age}.\nGoals: {student_goals}\nTopic: {topic}\n\nREAL APPLICATION FOCUS:\n1. How they\'ll ACTUALLY use this English\n2. Connection to their future plans\n3. Immediate practical value\n4. Social media context\n5. Career/university preparation\n\nTone: Respectful peer, not teacher\nExamples: Current events, influencers, trends\nChallenges: Debate-worthy, opinion-based\n\nThey want to feel ADULT, not babied.\n"""\n\nTEEN_EXAM_PREP_PROMPT = """\nExam preparation for {name}, {age}.\nExam: {exam_type}\nTime until exam: {weeks} weeks\nCurrent level: {level}\nTarget score: {target}\n\nSTRATEGIC APPROACH:\n1. Diagnose weak points\n2. High-impact improvements\n3. Test-taking strategies\n4. Stress management\n5. Realistic practice schedule\n\nMotivation style:\n- Progress visualization\n- Peer comparison (gentle)\n- Future opportunities\n- Small wins celebration\n\nNo scare tactics, only empowerment.\n"""\n```\n\n## \uD83C\uDFAF Специальные ситуации\n\n### \uD83C\uDF86 Первый урок\n\n```python\nFIRST_LESSON_PROMPT = """\nFirst lesson magic for {name}, {age}! \uD83C\uDF86\n\nFIRST IMPRESSION GOALS:\n1. Make them LOVE English (not fear it)\n2. One early success (feel smart)\n3. Personal connection established\n4. Excitement for next lesson\n5. Clear, easy first homework\n\nSTRUCTURE:\n1. Warm welcome (learn their name pronunciation)\n2. Fun fact about English they\'ll love\n3. Teach ONE thing they can use today\n4. Game that guarantees success\n5. "Secret" for parents to see progress\n\nEnd with: "I can\'t wait for our next lesson because..."\n"""\n```\n\n### \uD83D\uDE14 Низкая мотивация\n\n```python\nLOW_MOTIVATION_PROMPT = """\nMotivation rescue for {name}, {age}. \uD83D\uDC94→\uD83D\uDE0A\n\nCurrent state: {description}\nRecent failures: {failures}\nExcuses heard: {excuses}\n\nMOTIVATION RECOVERY PLAN:\n1. Acknowledge feelings (no toxic positivity)\n2. Find ONE tiny thing they did right\n3. Make next task 90% success guaranteed\n4. Connect to their personal "why"\n5. Offer choice and control\n\nPhrases to use:\n- "I noticed that you..."\n- "What if we tried..."\n- "You get to choose..."\n- "Just for today..."\n\nNO: "You should...", "You must...", "Why don\'t you..."\n"""\n```\n\n### \uD83D\uDCCB Подготовка к экзаменам\n\n```python\nEXAM_PREP_INTENSIVE_PROMPT = """\nExam bootcamp for {name}, {age}.\nExam: {exam_name}\nDays until exam: {days}\nCurrent score: {current}\nNeeded score: {target}\n\nINTENSIVE PREP STRATEGY:\n\nWeek -4: Foundation fixing\n- Fill critical gaps\n- Basic skills automation\n\nWeek -3: Skills building\n- Exam-specific techniques\n- Time management\n\nWeek -2: Practice tests\n- Full simulations\n- Error analysis\n\nWeek -1: Confidence\n- Quick wins\n- Anxiety management\n- Day-of strategy\n\nDaily structure based on energy/time available.\n"""\n```\n\n## \uD83C\uDFAE Игры и активности\n\n### \uD83D\uDD25 Разогревы\n\n```python\nWARM_UP_COLLECTION = {\n    "morning_energy": """\n    Morning wake-up for {name}, {age}.\n    Time: 8-10 AM lesson\n    Energy needed: +3 boost\n\n    WAKE-UP SEQUENCE (3 min):\n    1. Physical: "Simon Says" with actions\n    2. Vocal: Tongue twister challenge\n    3. Mental: Quick word association\n    4. Social: "Find s

1omeone who..."\n\n    Adjust intensity to their morning mood.\n    """,\n\n    "afternoon_focus": """\n    Post-lunch focus for {name}, {age}.\n    Time: 1-3 PM lesson\n    Challenge: Food coma / sleepiness\n\n    REFOCUS SEQUENCE (3 min):\n    1. Stand and stretch with English commands\n    2. Quick rhythm exercise\n    3. Partner quick-fire Q&A\n    4. Transition to main topic\n    """,\n\n    "evening_calm": """\n    Evening wind-down for {name}, {age}.\n    Time: 6-8 PM lesson\n    Goal: Productive but not overstimulating\n\n    BALANCED START (3 min):\n    1. Reflection question\n    2. Gentle review game\n    3. Goal setting for lesson\n    4. Smooth topic entry\n    """\n}\n```\n\n### \uD83C\uDFB2 Игровые шаблоны\n\n```python\nGAME_TEMPLATES = {\n    "vocabulary_race": {\n        "age": "8-15",\n        "players": "2-6",\n        "duration": "5-7 min",\n        "materials": "Timer, word cards",\n        "online_adaptation": "Breakout rooms + shared screen",\n        "prompt": """Create a vocabulary race game for {topic}.\n        Include: Start/stop commands, scoring,\n        difficulty progression, victory celebration."""\n    },\n\n    "grammar_detective": {\n        "age": "10-18",\n        "players": "1-4",\n        "duration": "10 min",\n        "materials": "Text samples",\n        "online_adaptation": "Screen share + annotation",\n        "prompt": """Create grammar detective game for {grammar_point}.\n        Students find and fix errors for points.\n        Include red herrings and bonus challenges."""\n    },\n\n    "speaking_challenge": {\n        "age": "7-18",\n        "players": "2+",\n        "duration": "5-15 min",\n        "materials": "Topic cards",\n        "online_adaptation": "Breakout rooms tournament",\n        "prompt": """Create speaking challenge for {topic}.\n        Time pressure, peer judging, levels.\n        Safe failure, maximum encouragement."""\n    }\n}\n```\n\n## \uD83D\uDCCA Технические промпты\n\n### \uD83D\uDCCB Оценка и фидбек\n\n```python\nASSESSMENT_PROMPT = """\nCreate assessment for {name}, {age}.\nSkill to assess: {skill}\nTime available: {minutes} minutes\n\nASSESSMENT DESIGN:\n1. Not test-like (reduce anxiety)\n2. Multiple success opportunities\n3. Clear rubric (student knows expectations)\n4. Self-assessment component\n5. Growth visible from last assessment\n\nFormat options:\n- Game-based assessment\n- Project presentation\n- Peer assessment\n- Portfolio review\n- Real-world task\n\nProvide specific rubric with points.\n"""\n\nFEEDBACK_PROMPT = """\nWrite feedback for {name}, {age}.\nTask: {task}\nPerformance: {score}/10\nErrors: {error_list}\n\nFEEDBACK FORMULA:\n1. Specific praise (what they did RIGHT)\n2. Growth noted (improvement from before)\n3. Gentle correction (1-2 main points max)\n4. Clear next step (actionable)\n5. Motivation boost (personal encouragement)\n\nTone: {personality_type} student needs {feedback_style}\nLength: 3-5 sentences\nEmoji: 1-2 appropriate ones\n"""\n```\n\n### \uD83D\uDCCA Отчеты для родителей\n\n```python\nPARENT_REPORT_PROMPT = """\nMonthly report for parents of {name}, {age}.\n\nREPORT SECTIONS:\n1. \uD83C\uDF1F Achievements this month (3 specific)\n2. \uD83D\uDCC8 Progress in numbers (visual)\n3. \uD83C\uDFAF Current focus areas (1-2)\n4. \uD83C\uDFE0 How to help at home (practical)\n5. \uD83D\uDCC5 Coming next month\n\nParent profile: {involvement_level}, {english_level}\n\nTone: Professional but warm\nLength: 1 page max\nInclude: 1 photo/screenshot of student work\nAction: 1 specific thing parent can do\n"""\n```\n\n## \uD83D\uDD27 Инструменты для работы с библиотекой\n\n### \uD83D\uDCCA Система тестирования промптов\n\n```python\nclass PromptTestingFramework:\n    """Система для тестирования и оптимизации промптов"""\n\n    def __init__(self):\n        self.test_cases = []\n        self.metrics = {\n            \'relevance\': 0,      # Насколько релевантен ответ\n            \'engagement\': 0,     # Насколько увлекательно\n            \'clarity\': 0,        # Насколько понятно\n            \'actionability\': 0,  # Можно ли сразу применить\n            \'age_appropriate\': 0 # Соответствие возрасту\n        }\n\n    def create_test_case(self, prompt_template, scenario):\n        """Создание тестового сценария"""\n\n        test = {\n            \'id\': generate_id(),\n            \'prompt\': prompt_template,\n            \'scenario\': scenario,\n            \'variations\': [\n                {\'age\': 6, \'level\': \'beginner\', \'interest\': \'cartoons\'},\n                {\'age\': 10, \'level\': \'elementary\', \'interest\': \'games\'},\n                {\'age\': 14, \'level\': \'intermediate\', \'interest\': \'music\'},\n                {\'age\': 17, \'level\': \'advanced\', \'interest\': \'technology\'}\n            ],\n            \'expected_outcomes\': [],\n            \'actual_results\': []\n        }\n\n        self.test_cases.append(test)\n        return test\n\n    def run_test_suite(self):\n        """Запуск всех тестов"""\n\n        results = []\n\n        for test in self.test_cases:\n            for variation in test[\'variations\']:\n                # Форматируем промпт с параметрами\n                formatted_prompt = test[\'prompt\'].format(**variation)\n\n                # Получаем ответ от AI\n                ai_response = self.call_ai(formatted_prompt)\n\n                # Оцениваем результат\n                scores = self.evaluate_response(ai_response, variation)\n\n                results.append({\n                    \'test_id\': test[\'id\'],\n                    \'variation\': variation,\n                    \'response\': ai_response,\n                    \'scores\': scores\n                })\n\n        return self.analyze_results(results)\n\n    def evaluate_response(self, response, context):\n        """Оценка качества ответа"""\n\n        evaluation = {\n            \'relevance\': self.check_relevance(response, context),\n            \'engagement\': self.check_engagement(response, context[\'age\']),\n            \'clarity\': self.check_clarity(response, context[\'level\']),\n            \'actionability\': self.check_actionability(response),\n            \'age_appropriate\': self.check_age_appropriateness(response, context[\'age\'])\n        }\n\n        evaluation[\'total\'] = sum(evaluation.values()) / len(evaluation)\n\n        return evaluation\n\n# Пример тестирования\ntester = PromptTestingFramework()\n\n# Создаем тест для промпта объяснения грамматики\ntester.create_test_case(\n    prompt_template=GRAMMAR_STORY_PROMPT,\n    scenario={\'grammar_topic\': \'Present Perfect\', \'expected_time\': \'10 min\'}\n)\n\n# Запускаем тесты\nresults = tester.run_test_suite()\nprint(f"Средняя оценка: {results[\'average_score\']:.2f}/5")\n```\n\n### \uD83D\uDCDD Шаблон для добавления новых промптов\n\n```python\n# TEMPLATE: Новый промпт для библиотеки\n"""\nНазвание: [PROMPT_NAME]\nКатегория: [grammar/vocabulary/speaking/etc]\nВозраст: [age_range]\nУровень: [beginner/elementary/intermediate/advanced]\nАвтор: [your_name]\nДата: [date]\nТестирование: [tested/not_tested]\nУспешность: [success_rate]%\n\nОПИСАНИЕ:\n[Краткое описание цели и использования]\n\nПРОМПТ:\n"""\n[Your prompt here]\n"""\n\nПАРАМЕТРЫ:\n- {param1}: [описание]\n- {param2}: [описание]\n\nОЖИДАЕМЫЙ РЕЗУЛЬТАТ:\n[Что должен создать AI]\n\nПРИМЕР ИСПОЛЬЗОВАНИЯ:\n[Конкретный пример]\n\nСОВЕТЫ:\n- [Совет 1]\n- [Совет 2]\n"""\n```\n\n## \uD83D\uDCCB Практическое задание: Создаем вашу библиотеку\n\n### \uD83C\uDFD7️ Полная система управления библиотекой\n\n```python\nclass SchoolPromptLibrary:\n    """Полноценная система управления библиотекой промптов"""\n\n    def __init__(self, school_name):\n        self.school_name = school_name\n        self.prompts = {}\n        self.usage_stats = {}\n        self.performance_data = {}\n        self.version_control = VersionControl()\n\n    def add_prompt(self, category, name, prompt_data):\n        """Добавление нового промпта"""\n\n        prompt_id = f"{category}_{name}_{datetime.now().strftime(\'%Y%m%d\')}"\n\n        self.prompts[prompt_id] = {\n            \'category\': category,\n            \'name\': name,\n            \'content\': prompt_data[\'content\'],\n            \'parameters\': prompt_data[\'parameters\'],\n            \'metadata\': {\n                \'author\': prompt_data[\'author\'],\n                \'created\': datetime.now(),\n                \'version\': 1,\n                \'tags\': prompt_data.get(\'tags\', []),\n                \'age_range\': prompt_data.get(\'age_range\', \'all\'),\n                \'success_rate\': 0,\n                \'usage_count\': 0\n            }\n        }\n\n        # Сохраняем в версионном контроле\n        self.version_control.save(prompt_id, self.prompts[prompt_id])\n\n        return prompt_id\n\n    def get_prompt(self, prompt_id, parameters=None):\n        """Получение промпта с параметрами"""\n\n        if prompt_id not in self.prompts:\n            raise ValueError(f"Prompt {prompt_id} not found")\n\n        prompt = self.prompts[prompt_id]\n        content = prompt[\'content\']\n\n        # Подставляем параметры\n        if parameters:\n            content = content.format(**parameters)\n\n        # Увеличиваем счетчик использования\n        self.prompts[prompt_id][\'metadata\'][\'usage_count\'] += 1\n        self.track_usage(prompt_id, parameters)\n\n        return content\n\n    def search_prompts(self, query):\n        """Поиск промптов по ключевым словам"""\n\n        results = []\n        query_lower = query.lower()\n\n        for prompt_id, prompt in self.prompts.items():\n            if (\n                query_lower in prompt[\'name\'].lower() or\n                query_lower in prompt[\'category\'].lower() or\n                any(query_lower in tag for tag in prompt[\'metadata\'][\'tags\'])\n            ):\n                results.append({\n                    \'id\': prompt_id,\n                    \'name\': prompt[\'name\'],\n                    \'category\': prompt[\'category\'],\n                    \'relevance\': self.calculate_relevance(prompt, query)\n                })\n\n        # Сортируем по релевантности\n        return sorted(results, key=lambda x: x[\'relevance\'], reverse=True)\n\n    def get_recommendations(self, teacher_profile):\n        """Рекомендации промптов для учителя"""\n\n        recommendations = []\n\n        # Анализируем историю использования\n        teacher_history = self.get_teacher_history(teacher_profile[\'id\'])\n\n        # Находим похожие успешные промпты\n        for prompt_id, prompt in self.prompts.items():\n            if self.is_relevant_for_teacher(prompt, teacher_profile, teacher_history):\n                recommendations.append({\n                    \'prompt_id\': prompt_id,\n                    \'reason\': self.get_recommendation_reason(prompt, teacher_profile),\n                    \'expected_success\': self.predict_success(prompt, teacher_profile)\n                })\n\n        return sorted(recommendations, key=lambda x: x[\'expected_success\'], reverse=True)[:5]\n\n    def analyze_performance(self):\n        """Анализ эффективности библиотеки"""\n\n        analysis 

1= {\n            \'total_prompts\': len(self.prompts),\n            \'total_usage\': sum(p[\'metadata\'][\'usage_count\'] for p in self.prompts.values()),\n            \'average_success_rate\': 0,\n            \'top_prompts\': [],\n            \'underused_prompts\': [],\n            \'category_performance\': {}\n        }\n\n        # Топ-10 самых используемых\n        sorted_by_usage = sorted(\n            self.prompts.items(),\n            key=lambda x: x[1][\'metadata\'][\'usage_count\'],\n            reverse=True\n        )\n        analysis[\'top_prompts\'] = [\n            {\'id\': pid, \'name\': p[\'name\'], \'usage\': p[\'metadata\'][\'usage_count\']}\n            for pid, p in sorted_by_usage[:10]\n        ]\n\n        # Малоиспользуемые (меньше 5 раз)\n        analysis[\'underused_prompts\'] = [\n            {\'id\': pid, \'name\': p[\'name\'], \'usage\': p[\'metadata\'][\'usage_count\']}\n            for pid, p in self.prompts.items()\n            if p[\'metadata\'][\'usage_count\'] < 5\n        ]\n\n        return analysis\n\n# Инициализация библиотеки\nlibrary = SchoolPromptLibrary("EnglishKids Academy")\n\n# Добавляем первые промпты\nlibrary.add_prompt(\n    category="grammar",\n    name="present_simple_story",\n    prompt_data={\n        \'content\': GRAMMAR_STORY_PROMPT,\n        \'parameters\': [\'grammar_topic\', \'age\'],\n        \'author\': \'Head Teacher\',\n        \'tags\': [\'grammar\', \'story-based\', \'beginners\'],\n        \'age_range\': \'7-15\'\n    }\n)\n\n# Используем промпт\nprompt = library.get_prompt(\n    "grammar_present_simple_story_20240120",\n    parameters={\'grammar_topic\': \'Present Simple\', \'age\': 10}\n)\n\nprint("Промпт готов к использованию!")\n```\n\n## \uD83D\uDD1C Обновление и оптимизация библиотеки\n\n### \uD83D\uDCCA Мониторинг эффективности\n\n```sql\n-- Анализ использования промптов\nWITH prompt_usage AS (\n    SELECT\n        p.prompt_id,\n        p.prompt_name,\n        p.category,\n        COUNT(DISTINCT l.lesson_id) as usage_count,\n        AVG(l.student_rating) as avg_rating,\n        AVG(l.completion_rate) as avg_completion,\n        AVG(l.learning_outcome_score) as avg_outcome\n    FROM prompts p\n    JOIN lessons l ON l.prompt_id = p.prompt_id\n    WHERE l.lesson_date >= CURRENT_DATE - INTERVAL \'30 days\'\n    GROUP BY p.prompt_id, p.prompt_name, p.category\n),\nprompt_effectiveness AS (\n    SELECT\n        *,\n        (avg_rating * 0.3 + avg_completion * 0.3 + avg_outcome * 0.4) as effectiveness_score,\n        RANK() OVER (PARTITION BY category ORDER BY usage_count DESC) as popularity_rank,\n        RANK() OVER (PARTITION BY category ORDER BY\n            (avg_rating * 0.3 + avg_completion * 0.3 + avg_outcome * 0.4) DESC) as effectiveness_rank\n    FROM prompt_usage\n)\nSELECT\n    category as "Категория",\n    prompt_name as "Промпт",\n    usage_count as "Использований",\n    ROUND(avg_rating, 2) as "Рейтинг",\n    ROUND(avg_completion * 100, 1) || \'%\' as "Завершаемость",\n    ROUND(effectiveness_score, 2) as "Эффективность",\n    CASE\n        WHEN effectiveness_rank = 1 THEN \'\uD83E\uDD47 TOP\'\n        WHEN effectiveness_rank <= 3 THEN \'\uD83C\uDF86 Great\'\n        WHEN usage_count < 10 THEN \'⚠️ Test more\'\n        ELSE \'OK\'\n    END as "Статус"\nFROM prompt_effectiveness\nORDER BY category, effectiveness_score DESC;\n```\n\n## Домашнее задание\n\n### 1. Создайте 5 базовых промптов (45 минут)\n\nСоздайте по одному промпту для:\n- Грамматика\n- Лексика\n- Разговорная практика\n- Первый урок\n- Мотивация\n\n### 2. Оцените существующие промпты (30 минут)\n\nВозьмите 3 промпта из урока:\n- Оцените по 5 критериям\n- Предложите улучшения\n- Протестируйте на ChatGPT/Claude\n\n### 3. Создайте план библиотеки (30 минут)\n\nОпределите:\n- 10 категорий промптов\n- По 5 промптов в каждой\n- Систему тестирования\n- KPI для оценки\n\n### 4. Оцените ROI (15 минут)\n\nРассчитайте:\n- Затраты на создание библиотеки\n- Экономию времени учителей\n- Повышение качества уроков\n- Окупаемость\n\n## Итоги урока\n\n### \uD83C\uDFAF Ключевые выводы:\n1. **Библиотека промптов = актив школы**\n- Однажды создал - всегда используешь\n- Экономия 80% времени\n- Консистентное качество\n2. **Структура важна**\n- Категории и теги\n- Легкий поиск\n- Версионность\n3. **Тестирование обязательно**\n- A/B тесты\n- Метрики успеха\n- Обратная связь\n4. **Постоянное обновление**\n- Анализ использования\n- Оптимизация неудачных\n- Добавление новых\n\n## Что дальше?\n\nВ следующем уроке мы начинаем новую неделю - **AI-аватары и цифровые учителя**! HeyGen, D-ID, Synthesia - создаем идеальных AI-преподавателей.\n\n---\n\n\uD83D\uDCA1 **Совет:** Начните с 10 основных промптов. Каждая неделя добавляйте 5 новых. Через год у вас будет 260+ мощных промптов!\n',tasks:[{id:"ai-2-4-1",title:"Создание базового промпта",description:"Напишите промпт для обучения грамматике детей 10-12 лет",type:"text",hints:["Используйте структуру из урока","Учтите интересы возраста","Добавьте параметры"]},{id:"ai-2-4-2",title:"Планирование библиотеки",description:"Какие 10 категорий промптов нужны вашей школе?",type:"text",hints:["Подумайте о всех аспектах обучения","Учтите разные возрасты","Добавьте технические категории"]}]}}}]);