Internal Apps Ideation

This repository demonstrates a voice-to-implementation workflow — a process for turning informal voice notes into structured specifications and implementation plans using AI tools.

Workflow Diagram

flowchart TD
    subgraph Input["👤 User"]
        A[🎙️ Voice Note]
    end

    subgraph Processing["🤖 AI Processing"]
        B[📝 Raw Transcript]
        C[✨ Cleaned Transcript]
        D[📋 Formal Spec]
        E[🏗️ Implementation Plan]
    end

    subgraph Output["📄 Output"]
        F[PDF Report]
    end

    A -->|"Gemini MCP"| B
    B -->|"Gemini 2.5 Flash"| C
    C -->|"Claude Opus 4.5"| D
    D -->|"Claude Opus 4.5"| E
    E -->|"WeasyPrint"| F

    style A fill:#f0fdf4,stroke:#16a34a
    style B fill:#fffbeb,stroke:#f59e0b
    style C fill:#fffbeb,stroke:#f59e0b
    style D fill:#faf5ff,stroke:#7c3aed
    style E fill:#faf5ff,stroke:#7c3aed
    style F fill:#f0f9ff,stroke:#0284c7

Workflow Stages

Each stage of the workflow is preserved in this repository:

Stage	Source	Tool	File
1. Voice Note	User	—	View
2. Raw Transcript	User	AI (Gemini Transcription MCP)	View
3. Cleaned Transcript	User	AI (Gemini 2.5 Flash)	View
4. Formal Specification	AI (Claude Opus 4.5)	AI (Claude Code)	View
5. Implementation Plan	AI (Claude Opus 4.5)	AI (Claude Code)	View

Final Output

The complete workflow — from raw voice note to implementation plan — is compiled into a single document:

📄 View PDF

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The Project Idea

The voice note explores building a unified "AI workspace" — a shell/wrapper that bundles together small AI-powered utilities (whiteboard cleanup, end-of-day logging, etc.) with shared authentication and environment variables.

Tools Used

Tool	Purpose
Gemini Transcription MCP	Voice-to-text transcription
Gemini 2.5 Flash	Transcript cleanup and formatting
Claude Code (Opus 4.5)	Specification extraction and implementation planning
WeasyPrint	PDF generation from HTML

Repository Structure

├── input/
│   ├── notes.mp3                                       # Original voice recording
│   ├── voice-note-on-custom-ai-workflow-deployment.md  # Raw transcript
│   ├── workflow-ideas-for-ai-powered-productivity.md   # Cleaned transcript
│   └── SPEC.md                                         # Formal specification
├── output/
│   ├── internal-tools-ideation-flow.pdf                # Final compiled document
│   ├── internal-tools-ideation-flow.html               # Source HTML
│   └── turns/                                          # Intermediate AI outputs
└── CLAUDE.md                                           # Project context