The Invisible Meeting Assistant: How Cheating Daddy Provides Real-Time AI Support During Critical Conversations

Have you ever faced that heart-stopping moment during a video interview when your mind goes completely blank? Or struggled to respond to unexpected questions in high-stakes negotiations? Traditional solutions fail us in these critical scenarios – you can’t obviously search for answers without damaging your credibility. Cheating Daddy, an innovative open-source project, solves this dilemma by delivering discreet, real-time AI assistance exactly when you need it most.

Core Innovation: Powered by Google’s Gemini 2.0 Flash Live technology, Cheating Daddy analyzes your screen content and conversation audio simultaneously. It provides contextual suggestions tailored to specific scenarios like job interviews, sales calls, and business negotiations – essentially giving you an invisible expert advisor.

1. Why Standard Approaches Fail & How Cheating Daddy Innovates

Professional pressure creates unique challenges:

  • Mental blocks: Stress-induced cognitive freezing
  • Research limitations: Visible searching appears unprofessional
  • Information access: Manual note-checking disrupts flow

Cheating Daddy’s breakthrough is unobtrusive assistance:

  1. Dual-channel analysis: Real-time processing of visual and audio inputs
  2. Context awareness: AI interprets ongoing discussions
  3. Stealth interface: Transparent overlay maintains discretion
  4. Scenario-specific responses: Tailored strategies per interaction type
graph LR
A[Screen Capture] --> C(Gemini 2.0 Analysis)
B[Audio Capture] --> C
C --> D{Scenario Detection}
D --> E[Interview Responses]
D --> F[Sales Tactics]
D --> G[Negotiation Strategies]
D --> H[Presentation Support]

2. Core Functionality: Your Invisible Meeting Partner

Real-Time Context Awareness

  • Screen intelligence: Parses meeting software interfaces, shared documents, and presentation slides
  • Conversation analysis: Interprets questions and comments (requires system audio capture)
  • Adaptive profiles: Five specialized assistance modes:
Profile Best For Assistance Focus
Interview Mode Technical/Behavioral Q&A Question analysis & examples
Sales Mode Client Pitches Objection handling & value framing
Meeting Mode Internal Discussions Data interpretation & action items
Presentation Mode Demos & Talks Key emphasis & Q&A anticipation
Negotiation Mode Deal-Making Risk identification & alternatives

Invisible Interaction Design

  • Transparent overlay:

    • Always-visible window (reposition with Ctrl/Cmd + Arrow Keys)
    • Click-through mode (Ctrl/Cmd + M) enables underlying app interaction
  • Keyboard-only control:

    • Send messages: Enter
    • Close/return: Ctrl/Cmd + \
    • Minimizes detectable movement

Cross-Platform Compatibility

  • Full support: macOS (latest), Windows
  • Experimental: Linux (testing only)
  • Unified installation: npm package manager

3. Step-by-Step Setup Guide

Step 1: Obtain Gemini API Key

  1. Visit Google AI Studio
  2. Log in with Google account
  3. Generate and copy API key

Step 2: Install Dependencies

# Clone repository (optional)
git clone http://github.com/sohzm/cheating-daddy

# Install dependencies
npm install

Step 3: Launch & Configure

npm start
  1. Paste Gemini API key in main window
  2. Select scenario profile (Settings > Profile)
  3. Choose preferred response language

4. Real-World Operation Flow

sequenceDiagram
    participant User
    participant CheatingDaddy
    participant ConferenceApp
    User->>CheatingDaddy: Click "Start Session"
    CheatingDaddy->>ConferenceApp: Request screen capture access
    ConferenceApp-->>CheatingDaddy: Permission granted
    CheatingDaddy->>OS: Request microphone access
    OS-->>CheatingDaddy: Permission granted
    loop Real-Time Processing
        CheatingDaddy->>Gemini API: Send screen+audio data
        Gemini API-->>CheatingDaddy: Return contextual suggestions
    end
    CheatingDaddy->>User: Display tips in overlay
  1. Launch: Click “Start Session”
  2. Permissions:

    • Grant screen recording access (system prompt)
    • Configure audio capture:

      • macOS: Install SystemAudioDump
      • Windows: Automatic loopback capture
      • Linux: Microphone input
  3. Position overlay: Move transparent window to peripheral vision area
  4. Receive assistance:

    • Automatic prompts during critical dialogue moments
    • Manual queries via Enter (use sparingly)

Critical Usage Note: During testing, simulate actual dialogue scenarios. Example: When interviewer asks “Describe a technical challenge you solved,” the AI responds. Direct commands like “Answer this” won’t trigger responses.

5. Technical Considerations

  1. System Requirements:

    • Latest macOS/Windows recommended (older versions limited)
    • Linux support experimental
  2. Permission Needs:

    • Mandatory screen recording access
    • Recommended audio permissions
  3. Hardware/Network:

    • Standard microphone support
    • Stable internet connection required
    • High latency may cause response delays

6. Essential Questions Answered (FAQ)

❓ Can meeting platforms detect this?

Cheating Daddy uses OS-level transparent windows without injecting code into conferencing apps. The click-through feature prevents interface interference, making it visually indistinguishable from desktop notes.

❓ How does audio processing work? Is my conversation recorded?

  • Mechanism: Audio streams to Gemini API for immediate analysis. No audio data gets stored.
  • Privacy: Processed text is discarded immediately per Google’s AI data policies.

❓ Is there mobile or tablet support?

Currently designed for desktop OS (macOS/Windows/Linux) only. Mobile adaptation would require significant redevelopment.

❓ What’s the typical response delay?

Testing shows 1.2-2.5 second latency on 100Mbps connections – comparable to human reaction time during complex questions.

❓ Must I keep the terminal open?

After launching with npm start, you can minimize but not close the terminal. For regular use, configure system startup settings.

7. The Professional Integrity Perspective

Cheating Daddy addresses “temporary information retrieval block” during high-pressure professional interactions, not unethical behavior. Its value lies in:

  1. Technical precision:

    • Leverages Gemini 2.0 Flash Live capabilities
    • Optimized for standard hardware
  2. Contextual intelligence:

    • Distinguishes between negotiation and interview dynamics
    • Identifies critical discussion points
  3. Interaction design:

    • Transparent overlay + shortcuts enable discretion
    • Avoids detectable behaviors

Ethical positioning: Just as developers use IDE autocompletion, Cheating Daddy serves as a “professional response assistant,” helping articulate expertise more effectively.

Access Project: Cheating Daddy on GitHub
Get Started: Obtain API Key → npm install → npm start → Enhance Professional Communication