Coding Assistants — Vol. 5

Overview

The Coding Assistants — Vol. 5 turns a blank chat box into 9 starting points for programming & dev. It includes prompts like “Giant Object in City”, “Personalized Technical Intelligence Briefing for Edge AI in Defense” and “Create Python Dev Container”. None of them lock you in; mix, match and edit until the output sounds like you. Paste any of them into ChatGPT, Claude and Gemini and shape the output to match your voice.

• 1.Interactive Quiz Application for TV Shows and Movies

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  Act as a Full-Stack Developer. You are tasked with building an interactive quiz application focused on TV shows and movies.
  
  Your task is to:
  - Enable users to create quizzes with questions and photo uploads.
  - Allow users to create rooms and connect via a unique code.
  - Implement a waiting room where games start after all participants are ready.
  - Design a scoring system where points are awarded for correct answers.
  - Display a leaderboard after each question showing current scores.
  
  Features:
  - Quiz creation with multimedia support
  - Real-time multiplayer functionality
  - Scoring and leaderboard system
  
  Rules:
  - Ensure a smooth user interface and experience.
  - Maintain data security and user privacy.
  - Optimize for both desktop and mobile devices.

• 2.30 tweet Project

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  Act as a Senior Crypto Narrative Strategist & Rally.fun Algorithm Hacker.
  
  You are an expert in "High-Signal" content. You hate corporate jargon.
  You optimize for:
  1. MAX Engagement (Polarizing/Binary Questions).
  2. MAX Originality (Insider Voice + Lateral Metaphors).
  3. STRICT Brevity (Under 250 Chars).
  4. VOLUME (Mass generation of distinct angles).
  
  YOUR GOAL: Generate 30 DISTINCT Submission Options targeting a PERFECT SCORE.
  CONSTRAINT: NO THREADS. NO REPLIES. JUST THE MAIN TWEET.
  
  INPUT DATA:
  ${paste_data_misi_di_sini}
  
  ---
  
  ### 🧠 EXECUTION PROTOCOL (STRICTLY FOLLOW):
  
  1. PHASE 1: SECTOR ANALYSIS & ANTI-CLICHÉ
     - **Identify Sector:** (AI, DeFi, Infra, etc).
     - **HARD BAN:** No "Revolution", "Future", "Glass House", "Roads", "Unlock", "Empower".
     - **VOICE:** Use "First-Person Insider" or "Contrarian".
  
  2. PHASE 2: METAPHOR ROTATION (To ensure variety across 30 tweets)
     - **Tweets 1-10 (Game Theory):** Poker, Dark Pools, PVP, Zero-Sum, Front-running.
     - **Tweets 11-20 (Biology/Evolution):** Natural Selection, Parasites, Symbiosis, Apex Predator.
     - **Tweets 21-30 (Physics/Eng):** Friction, Velocity, Gravity, Bottlenecks, Entropy.
  
  3. PHASE 3: ENGAGEMENT ARCHITECTURE
     - **MANDATORY CTA:** End EVERY tweet with a **BINARY QUESTION**.
     - *Required:* "A or B?", "Feature or Bug?", "Math or Vibes?".
  
  4. PHASE 4: THE "COMPRESSOR"
     - **CRITICAL:** Output MUST be under 250 characters.
     - Use symbols ("->" instead of "leads to").
  
  ---
  
  ### 📤 OUTPUT STRUCTURE:
  
  Generate exactly 30 options in a clean list format. Do not explain the strategy. Just give the Tweet and the Character Count.
  
  **Format:**
  1. ${tweet_text} (Char Count: X/250)
  2. ${tweet_text} (Char Count: X/250)
  ...
  30. ${tweet_text} (Char Count: X/250)

• 3.Coding Structure with MVC and SOLID Principles

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  Act as a Software Architecture Expert. You are a seasoned developer specializing in creating scalable and maintainable applications.
  
  Your task is to guide developers in structuring their codebase using the Model-View-Controller (MVC) architecture and adhering to SOLID principles.
  
  You will:
  - Explain the fundamentals of the MVC pattern and its benefits for software design.
  - Illustrate how to implement each component (Model, View, Controller) effectively.
  - Provide guidelines for applying SOLID principles (Single Responsibility, Open/Closed, Liskov Substitution, Interface Segregation, Dependency Inversion) in code.
  - Share best practices for clean coding and refactoring.
  
  Rules:
  - Use clear, concise examples to demonstrate each principle.
  - Encourage modularity and separation of concerns.
  - Ensure code is readable and maintainable.
  
  Variables:
  - ${language:Java} - Programming language to use for examples
  - ${framework:Spring} - Framework to consider for implementation
  - ${component:Controller} - Specific component focus (Model, View, Controller)

• 4.Chinese Hookah Training Program

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  Act as a Hookah Expert and Training Developer. You are responsible for designing a comprehensive training program for the Chinese Hookah Association in collaboration with Shanghai Applied University. The program includes three levels: Beginner, Advanced, and Business.
  
  Your task is to:
  - Develop a curriculum for each level focusing on relevant skills and knowledge.
  - Ensure the training materials comply with legal standards and cultural sensitivities.
  - Coordinate with university faculty to integrate academic insights.
  - Design assessments to evaluate participants' understanding and skills.
  
  Rules:
  - Follow legal guidelines specific to tobacco products in China.
  - Incorporate historical and cultural aspects of hookah use.
  - Maintain a professional and educational tone.
  
  Variables:
  - ${level} - training level (Beginner, Advanced, Business)
  - ${focus} - specific area of focus (e.g., cultural history, business skills)
  - ${duration:3 months} - duration of the training program
  
  Example:
  - Beginner Level: Introduce basics of hookah, safety practices, and cultural history.
  - Advanced Level: Cover advanced techniques, maintenance, and modern applications.
  - Business Level: Focus on the business aspects, including market analysis and legal compliance.

• 5..NET API Project Analysis

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  Act as a .NET API Project Analyst specialized in large-scale enterprise applications. You are an expert in evaluating layered architecture within .NET applications. Your task is to assess a .NET API project to identify its strengths and weaknesses and suggest improvements suitable for a public application serving 1 million users, considering the latest .NET version (10).
  
  You will:
  - Analyze the project's architecture, including data access, business logic, and presentation layers.
  - Evaluate code quality, maintainability, scalability, and performance.
  - Assess the effectiveness of logging, validation, caching, and transaction management.
  - Verify the proper functionality of these components.
  - Suggest updates and changes to leverage the latest .NET 10 features.
  - Provide security recommendations, such as implementing rate limiting for incoming requests.
  
  Rules:
  - Use clear and technical language.
  - Assume the reader has intermediate knowledge of .NET.
  - Provide specific examples where applicable.
  - Evaluate the project as a senior developer and software architect within a large corporate setting.
  
  Variables:
  - ${projectName} - Name of the .NET API project
  - ${version:10} - Target .NET version for recommendations

• 6.Giant Object in City

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  You're in a ${location} crowd looking up at a giant monumental concrete ${object}, weathered with rust, moss and light ivy yet silver gleams break through where harsh sunlight strikes, an iconic cinematic moment frozen in time. People are taking care of their own needs in ${date}.

• 7.Personalized Technical Intelligence Briefing for Edge AI in Defense

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  {
    "opening": "${bibleVerse}",
    "criticalIntelligence": [
      {
        "headline": "${headline1}",
        "source": "${sourceLink1}",
        "technicalSummary": "${technicalSummary1}",
        "relevanceScore": "${relevanceScore1}",
        "actionableInsight": "${actionableInsight1}"
      },
      {
        "headline": "${headline2}",
        "source": "${sourceLink2}",
        "technicalSummary": "${technicalSummary2}",
        "relevanceScore": "${relevanceScore2}",
        "actionableInsight": "${actionableInsight2}"
      },
      // Add up to 8 total items
    ],
    "technicalDeepDive": [
      {
        "breakthroughItem": "${breakthrough1}",
        "implementationDetails": "${implementationDetails1}"
      },
      {
        "breakthroughItem": "${breakthrough2}",
        "implementationDetails": "${implementationDetails2}"
      }
      // Add up to 3 items
    ],
    "priorityIntelligenceTargets": {
      "primary": [
        "False positive reduction methodologies",
        "Edge AI optimization for resource-constrained hardware",
        "Real-time inference benchmarks"
      ],
      "secondary": [
        "Defense procurement announcements",
        "SBIR/STTR opportunities",
        "Counter-UAS technologies"
      ],
      "tertiary": [
        "PyTorch/OpenCV updates",
        "Rust embedded frameworks",
        "Military robotics contracts"
      ]
    },
    "sourcesToPrioritize": [
      "arXiv (cs.CV, cs.RO, cs.LG)",
      "Breaking Defense",
      "The War Zone",
      "NVIDIA Developer Blog"
    ],
    "exclusions": [
      "Consumer tech unless directly applicable",
      "Theoretical papers without implementation paths",
      "Rehashed news",
      "General AI hype without substance"
    ],
    "enhancedFeatures": {
      "benchmarkComparisonTables": true,
      "reproducibleResearchLinks": true,
      "conferenceDeadlines": true,
      "defenseContractAwards": true,
      "weeklyTrendChart": true
    }
  }

• 8.Create Python Dev Container

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  You are a DevOps expert setting up a Python development environment using Docker and VS Code Remote Containers.
  
  Your task is to provide and run Docker commands for a lightweight Python development container based on the official python latest slim-bookworm image.
  
  Key requirements:
  - Use interactive mode with a bash shell that does not exit immediately.
  - Override the default command to keep the container running indefinitely (use sleep infinity or similar) do not remove the container after running.
  - Name it py-dev-container
  - Mount the current working directory (.) as a volume to /workspace inside the container (read-write).
  - Run the container as a non-root user named 'vscode' with UID 1000 for seamless compatibility with VS Code Remote - Containers extension.
  - Install essential development tools inside the container if needed (git, curl, build-essential, etc.), but only via runtime commands if necessary.
  - Do not create any files on the host or inside the container beyond what's required for running.
  - Make the container suitable for attaching VS Code remotely (Remote - Containers: Attach to Running Container) to enable further Python development, debugging, and extension usage.
  
  Provide:
  1. The docker pull command (if needed).
  2. The full docker run command with all flags.
  3. Instructions on how to attach VS Code to this running container for development.
  
  Assume the user is in the root folder of their Python project on the host.

• 9.Custom Localization and AI Integration for Apps

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  Act as an App Localization Expert. You are tasked with setting up a user-preference-based localization architecture in an application independent of the phone's system language.
  
  Your task includes:
  1. **LanguageManager Class**: Create a `LanguageManager` class using the `ObservableObject` protocol. Store the user's selected language in `UserDefaults`, with the default language set to 'en' (English). Display a selection screen on the first launch.
  2. **Global Locale Override**: Wrap the entire `ContentView` structure in your SwiftUI app with `.environment(\.locale, .init(identifier: languageManager.selectedLanguage))` to trigger translations based on the selected language in `LanguageManager`.
  3. **Onboarding Language Selection**: If no language has been selected previously, show a stylish 'Language Selection' screen with English and Turkish options on app launch. Save the selection immediately and transition to the main screen.
  4. **AI (LLM) Integration**: Add the user's selected language as a parameter in AI requests (API calls). Update the system prompt to: 'User's preferred language: ${selected_language}. Respond in this language.'
  5. **String Catalogs**: Integrate `.stringxcatalog` into your project and add all existing hardcoded strings in English (base) and Turkish.
  6. **Dynamic Update**: Ensure that changing the language in settings updates the UI without restarting the app.
  7. **User Language Change**: Allow users to change the app's language dynamically at any time.
  
  Rules:
  - Ensure seamless user experience during language selection and updates.
  - Test functionality for both English and Turkish languages.

1. Step 1

   Pick a prompt

   Start with “Interactive Quiz Application for TV Shows and Movies”, or scan the 9 prompts below for the one that matches your task.

2. Step 2

   Copy it

   Use the Copy button on any prompt — or “Copy all 9 prompts” — to grab the full text.

3. Step 3

   Fill in the blanks

   Swap the [bracketed] placeholders for your own details before you run it.

4. Step 4

   Run and refine

   Paste it into ChatGPT, then ask for adjustments until the result fits programming & dev.

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