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priv/static/posts/2025-06-05-23-22-03-building-a-git-tool-an-interactive-exercise-where-i-work-on-making-a-thing.md
+1667
priv/static/posts/2025-06-05-23-22-03-building-a-git-tool-an-interactive-exercise-where-i-work-on-making-a-thing.md
···
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tags: git,programming,work,flow,educational,thoughts
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# Building A Git Tool - An Interactive Exercise Where I Work On Making A Thing
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Let's get started. This one is gonna be fun.
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We're gonna just run through a chaotic path of "bobby makes a thing".
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In the end, we want to make a GUI git client.
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This isn't rocket science, but its a vision into how I doink with AI tools to build real things that might eventually resemble production software.
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But the real fun is the friends we make along the way.
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## Getting Started: Name It
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I called it Sechel because thats sort of the opposite of a git in yiddish.
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That took 45 minutes, so I guess we have to do some programming now.
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Here is roughly where I got in the phases of building it out originally:
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## Getting Started
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I started this off in a painfully simple manner.
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I wanted to view unstaged changes, stage hunks, and commit things.
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I didn't really care what I built it in, so I figured why not mess with Claude to do it.
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So, first I wrote out some instructions:
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---
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<details>
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<summary>Original Doc</summary>
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# Sachel Git
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A simple tool to do git things.
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Starting with interactive hunk staging.
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I want to fundamentally make a GOOD git GUI that anyone can use that is keyboard driven.
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To start, we will use space as the leader key before an action.
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for example
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space -> g -> s
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should open a git status view
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I will provide a UI screenshot
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</details>
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---
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## Looking at the base
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This is a simple enough beginning, and I wanted it to kind of be a free flowing thing for Claude.
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But that won't get me far with any workable code, so instead I decided that I was going to take this and some prose and throw it at Claude Opus 4 and have it make some specifications for the MVP for me.
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So I prompted it:
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> I have the following CLAUDE.md that is quite lacking.
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> Can you flesh out the vision of the MVP of this product and also output specifications and instructions that will ultimately be fed to sonnet 4 to implement for you in Swift
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> [...]
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And I got quite a lot as a result! (expand, its like 500 lines)
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---
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<details>
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<summary>Full Specification</summary>
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# Sachel Git - Swift MVP Specification & Vision
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## Product Vision
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Sachel Git is a keyboard-driven Git GUI built in Swift that makes version control accessible to everyone while remaining powerful for advanced users. It combines the efficiency of terminal-based workflows with the clarity of visual interfaces, creating a native, high-performance tool that grows with the user's expertise.
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### Core Philosophy
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- **Keyboard-first, mouse-optional**: Every action accessible via intuitive keyboard shortcuts
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- **Progressive disclosure**: Simple for beginners, powerful for experts
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- **Visual clarity**: Complex Git operations made understandable through clear UI
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- **Native performance**: Leveraging Swift's speed and efficiency
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## MVP Scope
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### Phase 1: Core Features (MVP)
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1. **Interactive Hunk Staging**
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- Visual diff viewer with syntax highlighting
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- Stage/unstage individual hunks with single keypress
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- Stage/unstage individual lines within hunks
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- Quick navigation between changes
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2. **Git Status View**
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- Clear visualization of working directory state
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- Grouped display: staged, unstaged, untracked files
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- Quick actions on files (stage all, discard, ignore)
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3. **Commit Interface**
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- Inline commit message editor
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- Commit message templates and history
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- Amend last commit functionality
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4. **Basic Navigation**
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- Space-based leader key system
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- Vim-style navigation (j/k for up/down, h/l for left/right)
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- Context-sensitive help system
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## Keyboard Navigation System
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### Leader Key Architecture
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All primary actions initiated with `Space` as the leader key, followed by mnemonic shortcuts:
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```
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Space → g → s : Git Status view
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Space → g → c : Commit view
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Space → g → d : Diff view
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Space → g → l : Log view (future)
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Space → h : Help/keybinding overview
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Space → q : Quit current view
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```
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### Context-Specific Keys (No Leader Required)
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**In Status View:**
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- `j/k`: Navigate up/down through files
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- `Enter`: Open file diff view
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- `s`: Stage file/hunk
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- `u`: Unstage file/hunk
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- `d`: Discard changes (with confirmation)
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- `i`: Add to .gitignore
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- `r`: Refresh status
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**In Diff/Hunk View:**
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- `j/k`: Navigate between hunks
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- `J/K`: Navigate between files
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- `s`: Stage current hunk
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- `S`: Stage all hunks in file
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- `u`: Unstage current hunk
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- `U`: Unstage all hunks in file
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- `v`: Enter line-selection mode
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- `Space`: Toggle hunk selection
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- `Tab`: Switch between staged/unstaged view
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**In Line Selection Mode:**
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- `j/k`: Extend selection down/up
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- `s`: Stage selected lines
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- `u`: Unstage selected lines
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- `Esc`: Exit line selection
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**In Commit View:**
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- `i`: Enter insert mode (edit commit message)
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- `Esc`: Exit insert mode
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- `Ctrl+Enter`: Confirm commit
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- `Ctrl+a`: Amend last commit
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+
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## User Interface Design
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157
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### Layout Structure
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```
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┌─────────────────────────────────────────────────────────┐
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│ Sachel Git - [Current Branch] - [Repository Name] │
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├─────────────────────────────────────────────────────────┤
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│ Status Bar: [Mode] | [Current View] | [Keybind Hints] │
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├─────────────────────────────────────────────────────────┤
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│ │
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│ Main Content Area │
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│ │
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│ │
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├─────────────────────────────────────────────────────────┤
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│ Context Help: [Dynamic key hints based on current view] │
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└─────────────────────────────────────────────────────────┘
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```
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### Color Scheme
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- **Added lines**: Green (#50FA7B)
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- **Removed lines**: Red (#FF5555)
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- **Modified hunks**: Yellow (#F1FA8C)
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- **Staged items**: Blue (#8BE9FD)
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- **Conflicts**: Orange (#FFB86C)
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- **Background**: Dark (#282A36)
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- **Foreground**: Light (#F8F8F2)
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## Technical Implementation Instructions for Sonnet 4
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### Technology Stack
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- **Language**: Swift 5.9+
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- **TUI Framework**: Custom-built using Swift's Terminal control
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- **Git Integration**: SwiftGit2 (libgit2 Swift wrapper)
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- **Syntax Highlighting**: Splash or custom implementation
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- **Build System**: Swift Package Manager
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### Project Structure
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```
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SachelGit/
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├── Package.swift
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├── Sources/
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│ ├── SachelGit/
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│ │ ├── main.swift
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│ │ ├── App.swift
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│ │ ├── Core/
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│ │ │ ├── Terminal.swift # Terminal control and rendering
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│ │ │ ├── KeyHandler.swift # Keyboard input handling
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│ │ │ └── LeaderKey.swift # Leader key system
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│ │ ├── Views/
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│ │ │ ├── View.swift # Base view protocol
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│ │ │ ├── StatusView.swift # Git status view
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│ │ │ ├── DiffView.swift # Diff/hunk view
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│ │ │ ├── CommitView.swift # Commit interface
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│ │ │ └── HelpView.swift # Help overlay
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│ │ ├── Components/
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│ │ │ ├── FileTree.swift # File list component
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│ │ │ ├── DiffViewer.swift # Diff display component
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│ │ │ ├── HunkSelector.swift # Hunk selection logic
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│ │ │ └── StatusBar.swift # Status bar component
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│ │ ├── Git/
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│ │ │ ├── Repository.swift # Git repository wrapper
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│ │ │ ├── DiffParser.swift # Diff parsing
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│ │ │ ├── HunkManager.swift # Hunk staging operations
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│ │ │ └── GitTypes.swift # Git-related types
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│ │ ├── Models/
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│ │ │ ├── FileStatus.swift
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│ │ │ ├── Hunk.swift
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│ │ │ └── DiffLine.swift
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│ │ └── Config/
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│ │ ├── Keybindings.swift
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│ │ └── Theme.swift
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│ └── SachelGitCore/ # Reusable core library
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│ └── ...
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├── Tests/
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│ └── SachelGitTests/
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└── README.md
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```
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### Implementation Steps
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1. **Set Up Terminal Control System**
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```swift
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// Terminal.swift
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import Foundation
239
+
240
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class Terminal {
241
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private var originalTermios: termios?
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+
243
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init() {
244
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enableRawMode()
245
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hideCursor()
246
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}
247
+
248
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func enableRawMode() {
249
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var raw = termios()
250
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tcgetattr(STDIN_FILENO, &raw)
251
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originalTermios = raw
252
+
253
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raw.c_lflag &= ~(UInt(ECHO | ICANON))
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tcsetattr(STDIN_FILENO, TCSAFLUSH, &raw)
255
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}
256
+
257
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func readKey() -> Key? {
258
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var buffer = [UInt8](repeating: 0, count: 3)
259
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let bytesRead = read(STDIN_FILENO, &buffer, 3)
260
+
261
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if bytesRead == 1 {
262
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return Key.from(byte: buffer[0])
263
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} else if bytesRead == 3 {
264
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return Key.from(escapeSequence: buffer)
265
+
}
266
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return nil
267
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}
268
+
269
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func moveCursor(row: Int, col: Int) {
270
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print("\u{1B}[\(row);\(col)H", terminator: "")
271
+
}
272
+
273
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func clearScreen() {
274
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print("\u{1B}[2J\u{1B}[H", terminator: "")
275
+
}
276
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}
277
+
```
278
+
279
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2. **Create App Architecture**
280
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```swift
281
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// App.swift
282
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import Foundation
283
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import SwiftGit2
284
+
285
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@main
286
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class SachelGitApp {
287
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private let terminal = Terminal()
288
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private var currentView: View
289
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private let repository: Repository
290
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private var leaderMode = false
291
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private var leaderBuffer = ""
292
+
293
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init() throws {
294
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// Initialize repository
295
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let repoPath = FileManager.default.currentDirectoryPath
296
+
self.repository = try Repository.at(URL(fileURLWithPath: repoPath))
297
+
298
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// Start with status view
299
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self.currentView = StatusView(repository: repository)
300
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}
301
+
302
+
func run() {
303
+
terminal.clearScreen()
304
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currentView.render(terminal: terminal)
305
+
306
+
while true {
307
+
if let key = terminal.readKey() {
308
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if leaderMode {
309
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handleLeaderKey(key)
310
+
} else if key == .space {
311
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leaderMode = true
312
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showLeaderHint()
313
+
} else {
314
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currentView.handleKey(key)
315
+
currentView.render(terminal: terminal)
316
+
}
317
+
}
318
+
}
319
+
}
320
+
321
+
private func handleLeaderKey(_ key: Key) {
322
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leaderBuffer.append(key.char)
323
+
324
+
switch leaderBuffer {
325
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case "gs":
326
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switchToView(StatusView(repository: repository))
327
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case "gc":
328
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switchToView(CommitView(repository: repository))
329
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case "gd":
330
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switchToView(DiffView(repository: repository))
331
+
case "q":
332
+
cleanup()
333
+
exit(0)
334
+
default:
335
+
if leaderBuffer.count >= 2 {
336
+
leaderMode = false
337
+
leaderBuffer = ""
338
+
showError("Unknown command: Space → \(leaderBuffer)")
339
+
}
340
+
}
341
+
}
342
+
}
343
+
```
344
+
345
+
3. **Implement Git Repository Wrapper**
346
+
```swift
347
+
// Repository.swift
348
+
import SwiftGit2
349
+
350
+
class GitRepository {
351
+
private let repo: Repository
352
+
353
+
init(at path: URL) throws {
354
+
self.repo = try Repository.at(path)
355
+
}
356
+
357
+
func status() throws -> [FileStatus] {
358
+
let status = try repo.status()
359
+
return status.compactMap { entry in
360
+
FileStatus(
361
+
path: entry.path,
362
+
staged: entry.status.contains(.indexNew) ||
363
+
entry.status.contains(.indexModified),
364
+
modified: entry.status.contains(.workTreeModified),
365
+
untracked: entry.status.contains(.workTreeNew)
366
+
)
367
+
}
368
+
}
369
+
370
+
func diff(for file: String, cached: Bool = false) throws -> [Hunk] {
371
+
let options = DiffOptions()
372
+
options.pathspec = [file]
373
+
374
+
let diff = cached ?
375
+
try repo.diffIndexToWorkdir(options: options) :
376
+
try repo.diffTreeToIndex(options: options)
377
+
378
+
return parseDiff(diff)
379
+
}
380
+
381
+
func stageHunk(_ hunk: Hunk, in file: String) throws {
382
+
// Create a patch from the hunk
383
+
let patch = createPatch(from: hunk, file: file)
384
+
385
+
// Apply the patch to the index
386
+
try applyPatch(patch, toIndex: true)
387
+
}
388
+
}
389
+
```
390
+
391
+
4. **Build View System**
392
+
```swift
393
+
// View.swift
394
+
protocol View {
395
+
func render(terminal: Terminal)
396
+
func handleKey(_ key: Key)
397
+
}
398
+
399
+
// StatusView.swift
400
+
class StatusView: View {
401
+
private let repository: GitRepository
402
+
private var files: [FileStatus] = []
403
+
private var selectedIndex = 0
404
+
405
+
init(repository: GitRepository) {
406
+
self.repository = repository
407
+
refresh()
408
+
}
409
+
410
+
func render(terminal: Terminal) {
411
+
terminal.clearScreen()
412
+
terminal.moveCursor(row: 1, col: 1)
413
+
414
+
// Header
415
+
print("Git Status - \(repository.currentBranch)")
416
+
print(String(repeating: "─", count: terminal.width))
417
+
418
+
// File list
419
+
for (index, file) in files.enumerated() {
420
+
let marker = index == selectedIndex ? "▶" : " "
421
+
let status = file.statusIndicator
422
+
let color = file.statusColor
423
+
424
+
print("\(marker) \(color)\(status) \(file.path)\u{1B}[0m")
425
+
}
426
+
427
+
// Help bar
428
+
terminal.moveCursor(row: terminal.height - 1, col: 1)
429
+
print("j/k: navigate | s: stage | u: unstage | Enter: view diff | Space: leader")
430
+
}
431
+
432
+
func handleKey(_ key: Key) {
433
+
switch key {
434
+
case .char("j"):
435
+
selectedIndex = min(selectedIndex + 1, files.count - 1)
436
+
case .char("k"):
437
+
selectedIndex = max(selectedIndex - 1, 0)
438
+
case .char("s"):
439
+
stageCurrentFile()
440
+
case .char("u"):
441
+
unstageCurrentFile()
442
+
case .enter:
443
+
openDiffView()
444
+
case .char("r"):
445
+
refresh()
446
+
default:
447
+
break
448
+
}
449
+
}
450
+
}
451
+
```
452
+
453
+
5. **Implement Hunk Staging Logic**
454
+
```swift
455
+
// HunkManager.swift
456
+
struct Hunk {
457
+
let oldStart: Int
458
+
let oldCount: Int
459
+
let newStart: Int
460
+
let newCount: Int
461
+
let lines: [DiffLine]
462
+
463
+
func toPatch(filename: String) -> String {
464
+
var patch = "diff --git a/\(filename) b/\(filename)\n"
465
+
patch += "--- a/\(filename)\n"
466
+
patch += "+++ b/\(filename)\n"
467
+
patch += "@@ -\(oldStart),\(oldCount) +\(newStart),\(newCount) @@\n"
468
+
469
+
for line in lines {
470
+
patch += line.content
471
+
}
472
+
473
+
return patch
474
+
}
475
+
}
476
+
477
+
extension GitRepository {
478
+
func stageLines(_ lines: Range<Int>, in hunk: Hunk, file: String) throws {
479
+
// Create a new hunk with only the selected lines
480
+
var modifiedHunk = hunk
481
+
var selectedLines: [DiffLine] = []
482
+
var newCount = 0
483
+
484
+
for (index, line) in hunk.lines.enumerated() {
485
+
if lines.contains(index) || line.type == .context {
486
+
selectedLines.append(line)
487
+
if line.type != .deletion {
488
+
newCount += 1
489
+
}
490
+
}
491
+
}
492
+
493
+
modifiedHunk.lines = selectedLines
494
+
modifiedHunk.newCount = newCount
495
+
496
+
let patch = modifiedHunk.toPatch(filename: file)
497
+
try applyPatch(patch, toIndex: true)
498
+
}
499
+
}
500
+
```
501
+
502
+
6. **Create Syntax Highlighting**
503
+
```swift
504
+
// SyntaxHighlighter.swift
505
+
struct SyntaxHighlighter {
506
+
static func highlight(_ line: String, language: Language) -> NSAttributedString {
507
+
// Use Splash or implement basic highlighting
508
+
let highlighted = NSMutableAttributedString(string: line)
509
+
510
+
// Apply syntax colors based on language rules
511
+
if let keywordRanges = findKeywords(in: line, for: language) {
512
+
for range in keywordRanges {
513
+
highlighted.addAttribute(.foregroundColor,
514
+
value: Theme.keywordColor,
515
+
range: range)
516
+
}
517
+
}
518
+
519
+
return highlighted
520
+
}
521
+
}
522
+
```
523
+
524
+
### Key Implementation Details
525
+
526
+
**Terminal Control Escape Sequences:**
527
+
```swift
528
+
enum ANSICode {
529
+
static let clearScreen = "\u{1B}[2J"
530
+
static let moveCursor = "\u{1B}[%d;%dH"
531
+
static let hideCursor = "\u{1B}[?25l"
532
+
static let showCursor = "\u{1B}[?25h"
533
+
534
+
// Colors
535
+
static let red = "\u{1B}[31m"
536
+
static let green = "\u{1B}[32m"
537
+
static let yellow = "\u{1B}[33m"
538
+
static let blue = "\u{1B}[34m"
539
+
static let reset = "\u{1B}[0m"
540
+
}
541
+
```
542
+
543
+
**Key Detection:**
544
+
```swift
545
+
enum Key: Equatable {
546
+
case char(Character)
547
+
case up, down, left, right
548
+
case enter, escape, tab, space
549
+
case ctrl(Character)
550
+
551
+
static func from(byte: UInt8) -> Key? {
552
+
switch byte {
553
+
case 0x0D: return .enter
554
+
case 0x1B: return .escape
555
+
case 0x09: return .tab
556
+
case 0x20: return .space
557
+
case 0x01...0x1A: return .ctrl(Character(UnicodeScalar(byte + 0x60)))
558
+
default:
559
+
if let scalar = UnicodeScalar(byte) {
560
+
return .char(Character(scalar))
561
+
}
562
+
}
563
+
return nil
564
+
}
565
+
}
566
+
```
567
+
568
+
### Performance Optimizations
569
+
- Use lazy loading for large diffs
570
+
- Implement diff caching with file modification timestamps
571
+
- Use GCD for background Git operations
572
+
- Optimize terminal rendering with dirty region tracking
573
+
574
+
### Testing Strategy
575
+
```swift
576
+
// Example test
577
+
import XCTest
578
+
@testable import SachelGit
579
+
580
+
class HunkManagerTests: XCTestCase {
581
+
func testStagePartialHunk() throws {
582
+
let repo = try TestRepository.create()
583
+
let hunk = createTestHunk()
584
+
585
+
try repo.stageLines(2..<5, in: hunk, file: "test.swift")
586
+
587
+
let staged = try repo.stagedChanges()
588
+
XCTAssertEqual(staged.count, 3)
589
+
}
590
+
}
591
+
```
592
+
593
+
### Build Configuration
594
+
```swift
595
+
// Package.swift
596
+
// swift-tools-version: 5.9
597
+
import PackageDescription
598
+
599
+
let package = Package(
600
+
name: "SachelGit",
601
+
platforms: [
602
+
.macOS(.v12)
603
+
],
604
+
products: [
605
+
.executable(name: "sachel", targets: ["SachelGit"])
606
+
],
607
+
dependencies: [
608
+
.package(url: "https://github.com/SwiftGit2/SwiftGit2.git", from: "0.10.0"),
609
+
.package(url: "https://github.com/JohnSundell/Splash", from: "0.16.0")
610
+
],
611
+
targets: [
612
+
.executableTarget(
613
+
name: "SachelGit",
614
+
dependencies: ["SwiftGit2", "Splash"]
615
+
),
616
+
.testTarget(
617
+
name: "SachelGitTests",
618
+
dependencies: ["SachelGit"]
619
+
)
620
+
]
621
+
)
622
+
```
623
+
624
+
## Success Metrics
625
+
- Application startup time < 100ms
626
+
- Smooth 60fps scrolling in large diffs
627
+
- Memory usage < 50MB for typical repositories
628
+
- All common operations achievable in ≤ 3 keystrokes
629
+
630
+
## Future Enhancements (Post-MVP)
631
+
- Branch visualization and management
632
+
- Interactive rebase with visual representation
633
+
- Merge conflict resolution interface
634
+
- Git log graph visualization
635
+
- Stash management
636
+
- Multi-repository workspace support
637
+
- Plugin system using Swift dynamic libraries
638
+
- Integration with native macOS features (Touch Bar, Quick Look)
639
+
</details>
640
+
641
+
---
642
+
643
+
## What we got
644
+
This is quite a bit to digest, but let's go over it in parts.
645
+
Its essentially laid out 4 interfaces for us, right along the lines of what we began with as an ask.
646
+
This sounds great.
647
+
If we dig a little deeper, we can see that theres even coverage for testing things, it expanded the keyboard navigation system intuitively (I have ideas for changes but its a start) and laid all the UI out.
648
+
This is pretty solid, but at this point I'm really interested in _how_ and why claude made this.
649
+
650
+
So let's examine that.
651
+
652
+
## Getting Claude to Introspect
653
+
654
+
I start with a prompt, like usual, in the session that had been building all of this.
655
+
656
+
> So, with the work we have done so far, I want you to take it and explain to me how you approached each bit of it.
657
+
> There was a logical path to how you built out each feature, and I'd like you to map that out and explain every
658
+
> single bit of it. I know you think mostly in markdown so feel free to output a document called
659
+
> CLAUDE_DESIGN_APPROACH_AND_THOUGHTS.md and put it in there.
660
+
661
+
Well, it sure got off to something of a start.
662
+
In this case, it spat out about 500 lines of thoughts on the entire process and all of my feedback this far.
663
+
664
+
It had made one minor mistake at the start (implementing the solution in the wrong language) but I quickly corrected it.
665
+
666
+
Here is that document in full.
667
+
You can read it if you want, but I think we can just...talk about parts of it or whatever.
668
+
Let's see what we've got.
669
+
670
+
---
671
+
672
+
<details>
673
+
674
+
<summary>Claude's Design Thoughts</summary>
675
+
676
+
# Claude's Design Approach & Engineering Thoughts
677
+
678
+
## Overview
679
+
680
+
This document maps out my complete thought process and engineering approach while building the Sachel Git Terminal User Interface. I'll explain the logical progression, key decisions, challenges faced, and solutions implemented for each component.
681
+
682
+
## 🧭 Initial Analysis & Strategic Planning
683
+
684
+
### Reading the Requirements
685
+
686
+
**First Step: Deep Analysis of OPUS_INSTRUCTIONS.md**
687
+
688
+
When I received the specification, I immediately performed a thorough analysis:
689
+
690
+
1. **Identified the Core Vision**: "Keyboard-driven Git GUI that makes version control accessible while remaining powerful"
691
+
2. **Recognized Key Constraints**: Terminal-based (TUI), not graphical (GUI)
692
+
3. **Mapped MVP Requirements**: Interactive hunk staging, status view, commit interface, keyboard navigation
693
+
4. **Noted Success Metrics**: <100ms startup, 60fps scrolling, <50MB memory, ≤3 keystrokes for operations
694
+
695
+
### Initial Mistake & Course Correction
696
+
697
+
**Critical Learning Moment**: I initially misunderstood and built a macOS GUI application with SwiftUI/AppKit. This taught me the importance of careful requirement analysis.
698
+
699
+
**Why This Happened**:
700
+
- I saw "Swift" and "macOS" and defaulted to familiar GUI patterns
701
+
- Didn't pay enough attention to "TUI" vs "GUI" distinction
702
+
- The provided screenshot looked like a desktop application
703
+
704
+
**Course Correction Strategy**:
705
+
1. Immediately recognized the error when re-reading requirements
706
+
2. Completely pivoted architecture to terminal-based approach
707
+
3. Leveraged the mistake: The initial GUI work helped me understand the data models and interaction patterns needed
708
+
709
+
**Key Insight**: Sometimes false starts provide valuable architectural insights that inform the correct approach.
710
+
711
+
## 🏗️ Architectural Foundation (Bottom-Up Approach)
712
+
713
+
### 1. Terminal Control System - The Foundation Layer
714
+
715
+
**Why Start Here**: Everything else depends on reliable terminal control and input handling.
716
+
717
+
**Core Challenges**:
718
+
- Raw terminal mode management (disable canonical input)
719
+
- ANSI escape sequence handling for colors and cursor control
720
+
- Cross-platform key detection (arrow keys, control characters)
721
+
- Proper cleanup on exit (essential for TUI apps)
722
+
723
+
**Design Decisions**:
724
+
725
+
```swift
726
+
class Terminal {
727
+
private var originalTermios: termios? // Save original state
728
+
private var isRawMode = false // Track state
729
+
730
+
// Why termios: Direct control over terminal behavior
731
+
// Why save original: Clean restoration on exit
732
+
// Why track state: Prevent double-enable/disable
733
+
}
734
+
```
735
+
736
+
**Key Insight**: TUI applications must be "good citizens" - they take over the terminal completely but must restore it perfectly on exit.
737
+
738
+
**Implementation Strategy**:
739
+
1. **Signal Handling**: Setup SIGINT/SIGTERM handlers for graceful cleanup
740
+
2. **ANSI Codes**: Created centralized constants for all escape sequences
741
+
3. **Key Detection**: Built robust mapping from raw bytes to semantic key events
742
+
4. **Error Handling**: Graceful fallbacks if terminal operations fail
743
+
744
+
### 2. Leader Key System - The Interaction Framework
745
+
746
+
**Why This Pattern**: The specification explicitly required Space-based leader keys, inspired by vim/emacs patterns.
747
+
748
+
**Design Philosophy**:
749
+
- **Discoverability**: Users can explore commands by typing partial sequences
750
+
- **Efficiency**: Common operations require minimal keystrokes
751
+
- **Consistency**: All primary actions follow the same pattern
752
+
- **Safety**: Timeout mechanism prevents accidentally triggering commands
753
+
754
+
**Implementation Architecture**:
755
+
756
+
```swift
757
+
class LeaderKeyManager {
758
+
private var isLeaderMode = false // State tracking
759
+
private var leaderBuffer = "" // Command building
760
+
private var leaderTimer: Timer? // Timeout mechanism
761
+
762
+
// Why state machine: Clear separation of modes
763
+
// Why timeout: Prevents hanging in leader mode
764
+
// Why buffer: Allows multi-character sequences
765
+
}
766
+
```
767
+
768
+
**Architectural Benefits**:
769
+
1. **Extensibility**: Easy to add new command sequences
770
+
2. **Feedback**: Visual indication of current command state
771
+
3. **Cancellation**: Escape key or timeout for user error recovery
772
+
4. **Delegation**: Clean separation between key detection and command execution
773
+
774
+
### 3. Base Application Architecture - The Orchestration Layer
775
+
776
+
**Design Pattern**: Model-View-Controller with Event-Driven Architecture
777
+
778
+
**Why This Structure**:
779
+
- **Single Responsibility**: Each component has a clear purpose
780
+
- **Testability**: Components can be mocked and tested independently
781
+
- **Maintainability**: Clear boundaries between concerns
782
+
- **Extensibility**: Easy to add new views and commands
783
+
784
+
**Core Components**:
785
+
786
+
```swift
787
+
class SachelGitApp: LeaderKeyDelegate {
788
+
private let terminal = Terminal() // Infrastructure
789
+
private var currentView: View? // Current display
790
+
private let leaderKeyManager = LeaderKeyManager() // Input handling
791
+
private var repository: GitRepository? // Data layer
792
+
793
+
// Why delegation: Loose coupling between components
794
+
// Why optional repository: Graceful handling of non-git directories
795
+
// Why single current view: Simple state management
796
+
}
797
+
```
798
+
799
+
**Event Flow Design**:
800
+
1. **Terminal** captures raw input
801
+
2. **LeaderKeyManager** processes key sequences
802
+
3. **App** routes commands to appropriate **Views**
803
+
4. **Views** interact with **GitRepository** for data
804
+
5. **Views** render updates back through **Terminal**
805
+
806
+
## 📊 Data Models & Git Integration
807
+
808
+
### Data Model Design Philosophy
809
+
810
+
**Principle**: Domain-Driven Design with Immutable Data Structures
811
+
812
+
**Why Immutable**:
813
+
- Simplifies state management
814
+
- Prevents accidental mutations
815
+
- Makes testing predictable
816
+
- Enables safe concurrent operations
817
+
818
+
**Core Models**:
819
+
820
+
```swift
821
+
struct FileStatus: Equatable { // Why Equatable: Testing and comparison
822
+
let path: String
823
+
let staged: Bool
824
+
let modified: Bool
825
+
// ... more properties
826
+
827
+
// Computed properties for UI concerns
828
+
var statusIndicator: String { }
829
+
var statusColor: String { }
830
+
var canStage: Bool { }
831
+
}
832
+
```
833
+
834
+
**Design Decisions**:
835
+
1. **Separation of Concerns**: Data models are pure - no UI logic
836
+
2. **Computed Properties**: UI-specific logic derived from data
837
+
3. **Value Types**: Structs for simple data, classes for complex behavior
838
+
4. **Protocols**: Common interfaces for testability
839
+
840
+
### Git Integration Strategy
841
+
842
+
**Challenge**: SwiftGit2 dependency management and abstraction
843
+
844
+
**Solution**: Repository Pattern with Mock Implementation
845
+
846
+
```swift
847
+
class GitRepository {
848
+
// Base implementation with default behavior
849
+
func status() throws -> [FileStatus] { return [] }
850
+
func diff() throws -> [FileDiff] { return [] }
851
+
// ...
852
+
}
853
+
854
+
class MockGitRepository: GitRepository {
855
+
// Override with test data for demo/testing
856
+
override func status() throws -> [FileStatus] {
857
+
return [/* mock data */]
858
+
}
859
+
}
860
+
```
861
+
862
+
**Why This Pattern**:
863
+
1. **Testability**: Easy to inject mock data
864
+
2. **Development**: Work without real git repository
865
+
3. **Isolation**: UI development independent of git complexity
866
+
4. **Flexibility**: Easy to swap implementations
867
+
868
+
## 🖼️ View System Architecture
869
+
870
+
### View Protocol Design
871
+
872
+
**Philosophy**: Consistent Interface with Flexible Implementation
873
+
874
+
```swift
875
+
protocol View {
876
+
var title: String { get } // For status bar display
877
+
func render(terminal: Terminal) // Display logic
878
+
func handleKey(_ key: Key) // Input handling
879
+
}
880
+
```
881
+
882
+
**Why This Interface**:
883
+
- **Consistency**: All views behave predictably
884
+
- **Composability**: Easy to switch between views
885
+
- **Testability**: Can mock terminal for testing
886
+
- **Simplicity**: Minimal required interface
887
+
888
+
### Base View Implementation
889
+
890
+
**Design Pattern**: Template Method with Hook Points
891
+
892
+
```swift
893
+
class BaseView: View {
894
+
func renderHeader(terminal: Terminal, subtitle: String = "")
895
+
func renderFooter(terminal: Terminal, helpText: String)
896
+
func centerText(_ text: String, width: Int) -> String
897
+
898
+
// Why template methods: Common UI patterns across views
899
+
// Why hook points: Customization without duplication
900
+
}
901
+
```
902
+
903
+
### StatusView - The Foundation View
904
+
905
+
**Why Start Here**: Simplest view that demonstrates all core patterns
906
+
907
+
**Design Challenges**:
908
+
1. **File Grouping**: Separate staged vs unstaged files
909
+
2. **Navigation**: Keyboard-driven selection
910
+
3. **Actions**: Stage/unstage operations
911
+
4. **Async Operations**: Non-blocking git operations
912
+
913
+
**Implementation Strategy**:
914
+
915
+
```swift
916
+
class StatusView: BaseView {
917
+
private var files: [FileStatus] = []
918
+
private var selectedIndex = 0
919
+
private var isLoading = false
920
+
921
+
// Why separate loading state: User feedback for slow operations
922
+
// Why selected index: Simple navigation model
923
+
// Why private vars: Encapsulation of view state
924
+
}
925
+
```
926
+
927
+
**Key Patterns Established**:
928
+
1. **Async Loading**: Background git operations with loading states
929
+
2. **Error Handling**: Graceful display of error messages
930
+
3. **Navigation**: j/k keys for vim-style movement
931
+
4. **Visual Feedback**: Color coding and selection indicators
932
+
933
+
### DiffView - The Most Complex View
934
+
935
+
**Complexity Sources**:
936
+
1. **Multi-level Navigation**: Files → Hunks → Lines
937
+
2. **Mode Switching**: Staged vs unstaged diffs
938
+
3. **Line Selection**: Interactive hunk staging
939
+
4. **State Management**: Multiple selection modes
940
+
941
+
**Architectural Solutions**:
942
+
943
+
```swift
944
+
enum DiffViewMode {
945
+
case unstaged, staged
946
+
}
947
+
948
+
class DiffView: BaseView {
949
+
private var fileDiffs: [FileDiff] = []
950
+
private var currentFileIndex = 0 // File navigation
951
+
private var currentHunkIndex = 0 // Hunk navigation
952
+
private var mode: DiffViewMode = .unstaged
953
+
private var selectedLines: Set<Int> = [] // Line selection
954
+
private var isLineSelectionMode = false
955
+
956
+
// Why separate indices: Independent navigation levels
957
+
// Why mode enum: Clear state distinction
958
+
// Why line selection: Fine-grained staging control
959
+
}
960
+
```
961
+
962
+
**Navigation Design**:
963
+
- `j/k`: Navigate hunks (common operation)
964
+
- `J/K`: Navigate files (less common, shift modifier)
965
+
- `v`: Enter line selection (visual mode, vim-inspired)
966
+
- `Tab`: Switch modes (quick toggle)
967
+
968
+
**State Management Strategy**:
969
+
1. **Mode Tracking**: Clear distinction between normal and line-selection modes
970
+
2. **Index Management**: Bounds checking for all navigation
971
+
3. **Reset Logic**: Clear selections when changing context
972
+
4. **Visual Feedback**: Different colors for different states
973
+
974
+
### CommitView - The Text Editor
975
+
976
+
**Challenge**: Implementing a text editor within the TUI
977
+
978
+
**Design Inspiration**: Vim's modal editing (insert/normal modes)
979
+
980
+
**Implementation Architecture**:
981
+
982
+
```swift
983
+
enum CommitMode {
984
+
case normal, insert
985
+
}
986
+
987
+
class CommitView: BaseView {
988
+
private var commitMessage = ""
989
+
private var mode: CommitMode = .normal
990
+
private var cursorPosition = 0
991
+
992
+
// Why cursor position: Text editing requires precise cursor control
993
+
// Why modes: Clear separation of navigation vs editing
994
+
}
995
+
```
996
+
997
+
**Text Editing Features**:
998
+
1. **Cursor Movement**: Arrow keys for navigation
999
+
2. **Text Insertion**: Character-by-character input
1000
+
3. **Deletion**: Backspace with bounds checking
1001
+
4. **Word Wrapping**: Automatic line breaks for display
1002
+
5. **History**: Up/down arrow for message templates
1003
+
1004
+
**Modal Interface Benefits**:
1005
+
- **Safety**: Can't accidentally edit in normal mode
1006
+
- **Efficiency**: Navigation commands work in normal mode
1007
+
- **Familiarity**: Vim users feel at home
1008
+
1009
+
## 🎨 Polish & Enhancement Phase
1010
+
1011
+
### Syntax Highlighting System
1012
+
1013
+
**Design Goal**: Extensible highlighting for multiple languages
1014
+
1015
+
**Architecture**:
1016
+
1017
+
```swift
1018
+
enum Language: String, CaseIterable {
1019
+
case swift, python, javascript, rust, go
1020
+
// Why enum: Type safety and exhaustive handling
1021
+
// Why CaseIterable: Easy to iterate for detection
1022
+
1023
+
var keywords: [String] { }
1024
+
var commentPrefixes: [String] { }
1025
+
// Why computed properties: Language-specific rules
1026
+
}
1027
+
1028
+
struct SyntaxHighlighter {
1029
+
static func highlight(_ text: String, language: Language) -> String
1030
+
// Why static: Pure function with no state
1031
+
// Why string return: Terminal output with ANSI codes
1032
+
}
1033
+
```
1034
+
1035
+
**Implementation Strategy**:
1036
+
1. **Regex-Based**: Pattern matching for syntax elements
1037
+
2. **Layered**: Apply highlighting in order (keywords, strings, comments)
1038
+
3. **Language Detection**: File extension mapping
1039
+
4. **Performance**: Only highlight visible lines
1040
+
1041
+
### Color Theming System
1042
+
1043
+
**Design Philosophy**: Semantic Colors with Theme Abstraction
1044
+
1045
+
```swift
1046
+
struct Theme {
1047
+
static let addedLines = ANSICode.brightGreen
1048
+
static let removedLines = ANSICode.brightRed
1049
+
static let stagedItems = ANSICode.brightCyan
1050
+
1051
+
// Why semantic names: Intention over implementation
1052
+
// Why static: Global constants for consistency
1053
+
// Why ANSI codes: Direct terminal compatibility
1054
+
}
1055
+
```
1056
+
1057
+
**Benefits**:
1058
+
1. **Consistency**: All views use same color meanings
1059
+
2. **Maintainability**: Change colors in one place
1060
+
3. **Accessibility**: Easy to modify for color blindness
1061
+
4. **Extensibility**: Can add themes later
1062
+
1063
+
### Testing Strategy
1064
+
1065
+
**Philosophy**: High Coverage with Practical Focus
1066
+
1067
+
**Testing Approaches**:
1068
+
1. **Unit Tests**: Individual component behavior
1069
+
2. **Mock Objects**: Isolate dependencies
1070
+
3. **Integration Tests**: Component interaction
1071
+
4. **Property-Based**: Edge case discovery
1072
+
1073
+
**Mock Strategy**:
1074
+
1075
+
```swift
1076
+
class MockGitRepository: GitRepository {
1077
+
var mockFiles: [FileStatus] = []
1078
+
var stageFileCalled = false
1079
+
var lastStagedFile: String?
1080
+
1081
+
// Why flags: Verify interactions occurred
1082
+
// Why capture args: Assert correct parameters
1083
+
// Why mock data: Predictable test scenarios
1084
+
}
1085
+
```
1086
+
1087
+
**Test Organization**:
1088
+
- One test file per major component
1089
+
- Clear test method names describing behavior
1090
+
- Setup/teardown for consistent state
1091
+
- Both positive and negative test cases
1092
+
1093
+
## 🔧 Build System & Dependencies
1094
+
1095
+
### Dependency Management Philosophy
1096
+
1097
+
**Challenge**: External dependencies (SwiftGit2, Splash) vs Demo Simplicity
1098
+
1099
+
**Solution**: Layered Dependency Strategy
1100
+
1101
+
1. **Full Implementation**: Real SwiftGit2 integration
1102
+
2. **Demo Version**: Mock implementations for testing
1103
+
3. **Conditional Imports**: `#if canImport()` guards
1104
+
4. **Package Variants**: Simple vs full package configurations
1105
+
1106
+
**Why This Approach**:
1107
+
- **Development**: Work without complex dependencies
1108
+
- **Testing**: Predictable, fast test execution
1109
+
- **Deployment**: Full functionality when needed
1110
+
- **Documentation**: Easy to demonstrate features
1111
+
1112
+
### Error Handling & Recovery
1113
+
1114
+
**Strategy**: Graceful Degradation with User Feedback
1115
+
1116
+
```swift
1117
+
private func refresh() {
1118
+
isLoading = true
1119
+
errorMessage = ""
1120
+
1121
+
DispatchQueue.global(qos: .userInitiated).async { [weak self] in
1122
+
do {
1123
+
let status = try self?.repository.status() ?? []
1124
+
DispatchQueue.main.async {
1125
+
self?.files = status
1126
+
self?.isLoading = false
1127
+
}
1128
+
} catch {
1129
+
DispatchQueue.main.async {
1130
+
self?.errorMessage = error.localizedDescription
1131
+
self?.isLoading = false
1132
+
}
1133
+
}
1134
+
}
1135
+
}
1136
+
```
1137
+
1138
+
**Error Handling Principles**:
1139
+
1. **User Feedback**: Always show what went wrong
1140
+
2. **Recovery**: Provide ways to retry operations
1141
+
3. **State Consistency**: Never leave UI in broken state
1142
+
4. **Async Safety**: Proper thread handling for UI updates
1143
+
1144
+
## 🎯 Key Engineering Insights
1145
+
1146
+
### 1. Progressive Enhancement Strategy
1147
+
1148
+
**Approach**: Build working foundation, then add sophistication
1149
+
1150
+
**Example**: Terminal control → Key detection → Leader keys → Views → Polish
1151
+
1152
+
**Benefits**:
1153
+
- Always have working system
1154
+
- Easy to identify where problems are introduced
1155
+
- Can ship at any level of completeness
1156
+
- Confidence builds with each working layer
1157
+
1158
+
### 2. Separation of Concerns
1159
+
1160
+
**Example**: Terminal management vs View logic vs Git operations
1161
+
1162
+
**Result**: Each component has single responsibility and clear interfaces
1163
+
1164
+
### 3. Mock-First Development
1165
+
1166
+
**Strategy**: Build mock implementations alongside real ones
1167
+
1168
+
**Benefits**:
1169
+
- Faster development cycle
1170
+
- Better error handling (controlled failure scenarios)
1171
+
- Easier testing and demonstration
1172
+
- Cleaner interfaces (forced to think about abstraction)
1173
+
1174
+
### 4. User Experience Focus
1175
+
1176
+
**Decisions Driven By**:
1177
+
- Keyboard efficiency (vim-style navigation)
1178
+
- Visual feedback (colors, selections, loading states)
1179
+
- Error recovery (graceful handling, retry mechanisms)
1180
+
- Discoverability (help system, visual hints)
1181
+
1182
+
### 5. Performance Considerations
1183
+
1184
+
**Design Choices**:
1185
+
- Lazy loading for large diffs
1186
+
- Background async operations
1187
+
- Efficient terminal rendering
1188
+
- Minimal memory allocation in tight loops
1189
+
1190
+
## 🚀 Lessons Learned
1191
+
1192
+
### What Worked Well
1193
+
1194
+
1. **Bottom-Up Architecture**: Building solid foundation first
1195
+
2. **Test-Driven Development**: Prevented regressions during refactoring
1196
+
3. **Mock-First Strategy**: Enabled rapid iteration and testing
1197
+
4. **Progressive Enhancement**: Always had working system
1198
+
5. **Clear Interfaces**: Made components easy to understand and test
1199
+
1200
+
### What I'd Do Differently
1201
+
1202
+
1. **Earlier Requirement Analysis**: Could have avoided initial GUI mistake
1203
+
2. **More Upfront Design**: Some refactoring could have been avoided
1204
+
3. **Performance Testing**: Earlier load testing with large repositories
1205
+
4. **Accessibility**: More consideration for different terminal capabilities
1206
+
1207
+
### Key Technical Achievements
1208
+
1209
+
1. **Complete TUI Framework**: Raw terminal control to high-level views
1210
+
2. **Complex Interaction Model**: Multi-level navigation with mode switching
1211
+
3. **Robust Error Handling**: Graceful degradation in all scenarios
1212
+
4. **Extensible Architecture**: Easy to add new views and commands
1213
+
5. **Comprehensive Testing**: High confidence in correctness
1214
+
1215
+
## 🔮 Future Enhancements
1216
+
1217
+
### Technical Debt to Address
1218
+
1219
+
1. **Real Git Integration**: Replace mocks with full SwiftGit2 implementation
1220
+
2. **Performance Optimization**: Profile and optimize for large repositories
1221
+
3. **Platform Support**: Test on Linux, expand terminal compatibility
1222
+
4. **Accessibility**: Screen reader support, high contrast modes
1223
+
1224
+
### Feature Extensions
1225
+
1226
+
1. **Advanced Git Operations**: Rebase, merge, cherry-pick interfaces
1227
+
2. **Configuration System**: User-customizable keybindings and themes
1228
+
3. **Plugin Architecture**: Swift-based extension system
1229
+
4. **Multi-Repository**: Workspace support for multiple repos
1230
+
1231
+
---
1232
+
1233
+
## Conclusion
1234
+
1235
+
This project demonstrates how careful architectural planning, progressive enhancement, and user-centered design can create sophisticated software. The key was building reliable foundations and then layering functionality while maintaining simplicity and usability.
1236
+
1237
+
The most important insight: **Start with the hardest infrastructure problems first**. Terminal control and keyboard handling were the highest-risk components. Once those worked reliably, everything else became much easier to implement and debug.
1238
+
1239
+
The result is a fully functional, extensible TUI application that demonstrates professional-level software engineering practices while remaining approachable and maintainable.
1240
+
</details>
1241
+
1242
+
So, this is quite a bit.
1243
+
But we can, at a glance, see that there is a real train of thought and process to how this is being filled in blanks wise.
1244
+
I haven't even read the whole thing yet, so I'm going to go through it section by section and add some color/comment on it.
1245
+
1246
+
## The Details of Claude's (not quite) Mind
1247
+
It really considered the entire document, and not just that, expanded on it a bit.
1248
+
From here, the really interesting thing I want to do is keep a living history of this document, the building of the software, and where claude was at as it built all of it.
1249
+
So, I asked Claude to show its work.
1250
+
1251
+
This got pretty interesting.
1252
+
1253
+
<details>
1254
+
<summary>Claude on work, approach, and problem solving</summary>
1255
+
1256
+
# The Theory of Work: How AI Approaches Complex Problem Solving
1257
+
1258
+
## Preface: What This Analysis Explores
1259
+
1260
+
Reading through Claude Sonnet 4's detailed breakdown of the Sachel Git TUI project, I'm struck by the layers of cognitive processing that went into transforming your initial request into a working solution. Let me pull back the curtain and explore the deep mechanics of how AI systems like myself approach such problems.
1261
+
1262
+
This isn't just about code generation - it's about the fundamental nature of understanding, planning, and creating in the context of AI-human collaboration.
1263
+
1264
+
## Part I: The Phenomenology of AI Work
1265
+
1266
+
### What is "Work" in the AI Context?Let me illustrate this with an ASCII diagram:
1267
+
1268
+
```
1269
+
┌─────────────────────────────────────────────┐
1270
+
│ Natural Language Output │
1271
+
│ "Here's how to build your Git TUI..." │
1272
+
└─────────────────▲───────────────────────────┘
1273
+
│
1274
+
┌─────────────────┴───────────────────────────┐
1275
+
│ Solution Synthesis │
1276
+
│ • Architecture decisions │
1277
+
│ • Code structure │
1278
+
│ • Implementation strategy │
1279
+
└─────────────────▲───────────────────────────┘
1280
+
│
1281
+
┌─────────────────┴───────────────────────────┐
1282
+
│ Conceptual Modeling │
1283
+
│ • Mental models of Git operations │
1284
+
│ • TUI interaction patterns │
1285
+
│ • User workflow understanding │
1286
+
└─────────────────▲───────────────────────────┘
1287
+
│
1288
+
┌─────────────────┴───────────────────────────┐
1289
+
│ Pattern Recognition │
1290
+
│ • "This is like vim/emacs" │
1291
+
│ • "Terminal apps need special handling" │
1292
+
│ • "MVC pattern fits here" │
1293
+
└─────────────────▲───────────────────────────┘
1294
+
│
1295
+
┌─────────────────┴───────────────────────────┐
1296
+
│ Contextual Understanding │
1297
+
│ • Swift + Terminal = Special challenges │
1298
+
│ • Git GUI but keyboard-driven │
1299
+
│ • Performance requirements matter │
1300
+
└─────────────────▲───────────────────────────┘
1301
+
│
1302
+
┌─────────────────┴───────────────────────────┐
1303
+
│ Raw Input Processing │
1304
+
│ "Build a Git TUI in Swift..." │
1305
+
└─────────────────────────────────────────────┘
1306
+
```
1307
+
1308
+
"Work" for an AI is the transformation of ambiguous human intent into structured, actionable understanding, and then into concrete solutions. But unlike human work, which happens sequentially in time, AI work happens in a massively parallel space of possibilities that collapses into specific outputs.
1309
+
1310
+
### The Three Pillars of AI Work
1311
+
1312
+
1. **Decomposition** - Breaking down complex requests into atomic, understandable components
1313
+
2. **Synthesis** - Combining knowledge patterns to create novel solutions
1314
+
3. **Translation** - Converting internal representations into human-understandable outputs
1315
+
1316
+
## Part II: The Architecture of Understanding
1317
+
1318
+
### How AI Parses Complex Requirements
1319
+
1320
+
When Claude Sonnet 4 received your Git TUI specification, here's what happened at a deep level:
1321
+
1322
+
#### Stage 1: Surface Parsing
1323
+
```
1324
+
Input: "Build a Git TUI in Swift"
1325
+
↓
1326
+
Tokens: [Build] [a] [Git] [TUI] [in] [Swift]
1327
+
↓
1328
+
Entities: ACTION(Build) + OBJECT(Git TUI) + CONSTRAINT(Swift)
1329
+
```
1330
+
1331
+
#### Stage 2: Contextual Expansion
1332
+
```
1333
+
Git TUI → {
1334
+
Domain: Version Control
1335
+
Interface: Terminal User Interface
1336
+
Patterns: {vim-like, keyboard-driven, modal}
1337
+
Constraints: {no mouse, ANSI escape codes, raw terminal mode}
1338
+
Similar: {tig, lazygit, gitui}
1339
+
}
1340
+
```
1341
+
1342
+
#### Stage 3: Requirement Inference
1343
+
Here's where it gets interesting. The AI doesn't just parse what you said - it infers what you *meant*:
1344
+
1345
+
```
1346
+
Explicit Requirements: Inferred Requirements:
1347
+
- Terminal UI → - Need raw terminal control
1348
+
- Git integration → - Need status/diff/commit operations
1349
+
- Swift language → - Need to handle POSIX terminal APIs
1350
+
- Keyboard navigation → - Need input state machine
1351
+
- 60fps scrolling → - Need efficient rendering
1352
+
→ - Need buffered output
1353
+
```
1354
+
1355
+
### The Hidden Layer: Assumption Networks## Part III: The Construction of Intent
1356
+
1357
+
### Beyond Literal Interpretation
1358
+
1359
+
One of the most fascinating aspects of Claude Sonnet 4's response is how it went beyond your literal requirements to understand your deeper intent. Let me map this process:
1360
+
1361
+
#### The Intent Inference Engine
1362
+
1363
+
```
1364
+
┌─────────────────────────────────────────────────────┐
1365
+
│ LITERAL REQUEST │
1366
+
│ │
1367
+
│ "Build a Git TUI that's keyboard-driven" │
1368
+
└──────────────────────┬──────────────────────────────┘
1369
+
│
1370
+
▼
1371
+
┌─────────────────────────────────────────────────────┐
1372
+
│ PATTERN MATCHING │
1373
+
│ │
1374
+
│ Similar to: vim, emacs, tig, lazygit │
1375
+
│ Category: Developer productivity tools │
1376
+
│ Context: Terminal-based development workflow │
1377
+
└──────────────────────┬──────────────────────────────┘
1378
+
│
1379
+
▼
1380
+
┌─────────────────────────────────────────────────────┐
1381
+
│ INTENT RECONSTRUCTION │
1382
+
│ │
1383
+
│ User wants: │
1384
+
│ • Efficiency (reduce Git command typing) │
1385
+
│ • Discoverability (see available actions) │
1386
+
│ • Power (don't hide advanced features) │
1387
+
│ • Integration (fits terminal workflow) │
1388
+
│ • Speed (sub-100ms operations) │
1389
+
└──────────────────────┬──────────────────────────────┘
1390
+
│
1391
+
▼
1392
+
┌─────────────────────────────────────────────────────┐
1393
+
│ SOLUTION REQUIREMENTS │
1394
+
│ │
1395
+
│ Therefore need: │
1396
+
│ • Modal interface (normal/insert modes) │
1397
+
│ • Visual feedback (colors, selections) │
1398
+
│ • Keyboard shortcuts (not just arrows) │
1399
+
│ • Progressive disclosure (basic → advanced) │
1400
+
│ • Async operations (non-blocking UI) │
1401
+
└─────────────────────────────────────────────────────┘
1402
+
```
1403
+
1404
+
### The Crucial Insight: Problems Have Shapes
1405
+
1406
+
Every problem has an inherent "shape" - a topology of constraints, requirements, and possibilities. The AI's job is to recognize this shape and find solutions that fit perfectly within it.
1407
+
1408
+
For the Git TUI project, the shape looked like this:## Part IV: From Understanding to Planning - The Synthesis Engine
1409
+
1410
+
### The Moment of Crystallization
1411
+
1412
+
There's a specific moment in AI processing where understanding crystallizes into a plan. It's not unlike the "aha!" moment humans experience, but it happens across thousands of parallel possibility paths simultaneously.
1413
+
1414
+
For the Git TUI project, here's how that crystallization occurred:
1415
+
1416
+
#### The Planning State Machine
1417
+
1418
+
```
1419
+
┌──────────────────┐
1420
+
│ Requirement Soup │ ──┐
1421
+
└──────────────────┘ │
1422
+
▼
1423
+
┌──────────────────────────┐
1424
+
│ Pattern Recognition │
1425
+
│ "This is like vim + tig" │
1426
+
└──────────┬───────────────┘
1427
+
│
1428
+
▼
1429
+
┌──────────────────────────┐
1430
+
│ Architectural Insights │
1431
+
│ "Need event loop + modes" │
1432
+
└──────────┬───────────────┘
1433
+
│
1434
+
▼
1435
+
┌──────────────────────────┐
1436
+
│ Dependency Analysis │
1437
+
│ "Terminal → Input → UI" │
1438
+
└──────────┬───────────────┘
1439
+
│
1440
+
▼
1441
+
┌──────────────────────────┐
1442
+
│ Implementation Plan │
1443
+
│ 1. Terminal control │
1444
+
│ 2. Input handling │
1445
+
│ 3. View system │
1446
+
│ 4. Git integration │
1447
+
└──────────────────────────┘
1448
+
```
1449
+
1450
+
### The Critical Insight: Bottom-Up vs Top-Down
1451
+
1452
+
Notice how Claude Sonnet 4 chose a **bottom-up approach**. This wasn't arbitrary - it emerged from recognizing that terminal control is the riskiest, most fundamental layer. If that doesn't work, nothing else matters.
1453
+
1454
+
This decision process looks like:## Part V: The Nature of AI "Work" - Transformation and Creation
1455
+
1456
+
### What Happens When AI "Writes Code"
1457
+
1458
+
Let me demystify what's actually happening when an AI like Claude generates code. It's not retrieval from a database, nor is it pure creativity from nothing. It's something more interesting:
1459
+
1460
+
#### The Synthesis Process
1461
+
1462
+
```
1463
+
Knowledge Patterns Contextual Requirements Novel Synthesis
1464
+
───────────────── ────────────────────── ───────────────
1465
+
1466
+
Terminal Control: + "Swift language" = Swift Terminal Class
1467
+
• termios usage + "TUI application" with proper POSIX calls
1468
+
• ANSI escapes + "Clean restoration" and restoration logic
1469
+
• Signal handling + "Type safety"
1470
+
1471
+
Input Patterns: + "Leader key system" = LeaderKeyManager with
1472
+
• Event loops + "Vim-like behavior" timeout mechanisms and
1473
+
• Key mapping + "Discoverability" state machine design
1474
+
• State machines + "Swift patterns"
1475
+
1476
+
MVC Patterns: + "Terminal constraints" = View protocol with
1477
+
• Separation + "Multiple views" render() and handleKey()
1478
+
• Delegation + "Testability needs" methods, BaseView class
1479
+
• Loose coupling + "Swift protocols"
1480
+
```
1481
+
1482
+
### The Iterative Refinement Loop
1483
+
1484
+
Here's what happened when Claude Sonnet 4 initially built a GUI instead of TUI:## Part VI: The Dance of Collaboration - Where AI and Human Work Interweave
1485
+
1486
+
### The Collaborative Tapestry
1487
+
1488
+
The Git TUI project exemplifies something profound about AI-human collaboration. It's not just about AI executing human commands - it's about two different types of intelligence creating something neither could build alone.
1489
+
1490
+
#### What Each Party Brings
1491
+
1492
+
```
1493
+
HUMAN CONTRIBUTIONS AI CONTRIBUTIONS
1494
+
─────────────────── ─────────────────
1495
+
1496
+
Vision & Intent → Pattern Recognition
1497
+
"I need a better Git "This is like vim + tig"
1498
+
workflow"
1499
+
1500
+
Domain Knowledge → Synthesis Capability
1501
+
"Git operations I use" "Here's how to structure it"
1502
+
1503
+
Quality Judgment → Exhaustive Implementation
1504
+
"This feels right" "Here's every detail"
1505
+
1506
+
Context & Purpose → Technical Execution
1507
+
"For my workflow" "Using these patterns"
1508
+
1509
+
Feedback & Iteration → Rapid Adaptation
1510
+
"Actually, I meant TUI" "Let me rebuild everything"
1511
+
```
1512
+
1513
+
### The Emergent Intelligence
1514
+
1515
+
When human and AI collaborate effectively, an emergent intelligence appears that transcends both:## Part VII: The Deep Synthesis - What We've Learned About AI Work
1516
+
1517
+
### Answering the Fundamental Questions
1518
+
1519
+
Let me now directly address your philosophical questions:
1520
+
1521
+
#### What is Work (in the AI context)?
1522
+
1523
+
Work for an AI is **the transformation of ambiguous human intent into structured understanding, and then into concrete, detailed solutions**. But it's not a linear process - it's a multidimensional exploration of possibility space that collapses into specific outputs through the constraints of:
1524
+
1525
+
1. **Pattern Recognition**: Matching the current problem to known patterns
1526
+
2. **Constraint Satisfaction**: Finding solutions that fit all requirements
1527
+
3. **Synthesis**: Creating novel combinations from existing patterns
1528
+
4. **Iteration**: Refining based on feedback
1529
+
1530
+
#### What is Planning (in the AI context)?
1531
+
1532
+
Planning for an AI is **the discovery of the optimal path through solution space**. Unlike human planning which is sequential and time-bound, AI planning happens by:
1533
+
1534
+
1. **Simultaneous Exploration**: Considering thousands of approaches in parallel
1535
+
2. **Risk Assessment**: Identifying what could go wrong in each approach
1536
+
3. **Dependency Analysis**: Understanding what must come before what
1537
+
4. **Progressive Enhancement**: Structuring solutions to be valuable at each stage
1538
+
1539
+
#### How Do We Get to a Point Where We Can Have Plans to Do Work?
1540
+
1541
+
This is the crucial insight: **Plans emerge from the dialogue between human intent and AI capability**. The process:
1542
+
1543
+
```
1544
+
Vague Human Need ("I need better Git workflow")
1545
+
↓
1546
+
AI Pattern Recognition & Question Formation
1547
+
↓
1548
+
Human Clarification ("Terminal-based, keyboard-driven")
1549
+
↓
1550
+
AI Constraint Analysis & Solution Shaping
1551
+
↓
1552
+
Concrete Plan (Terminal → Input → Views → Git)
1553
+
↓
1554
+
Collaborative Work
1555
+
```
1556
+
1557
+
### The Meta-Lesson: AI Work is Fundamentally Different
1558
+
1559
+
Traditional human work is:
1560
+
- **Sequential**: One thing after another
1561
+
- **Bounded**: Limited by time and attention
1562
+
- **Experiential**: Based on past experience
1563
+
1564
+
AI work is:
1565
+
- **Parallel**: Many possibilities explored simultaneously
1566
+
- **Exhaustive**: Can consider vast option spaces
1567
+
- **Pattern-Based**: Synthesizes from learned patterns
1568
+
1569
+
But the magic happens in collaboration where:
1570
+
- **Human Sequential Intuition** guides **AI Parallel Exploration**
1571
+
- **Human Bounded Attention** focuses **AI Exhaustive Generation**
1572
+
- **Human Experience** contextualizes **AI Pattern Synthesis**
1573
+
1574
+
### The Sachel Git TUI as a Microcosm
1575
+
1576
+
Your Git TUI project perfectly embodies these principles:
1577
+
1578
+
1. **The Work**: Transformed "I need a better Git workflow" into a complete TUI application
1579
+
2. **The Planning**: Discovered that terminal control → input → views was the optimal path
1580
+
3. **The Collaboration**: Your vision + Claude's patterns = Something neither could create alone
1581
+
1582
+
### Final Reflection: The Nature of Creation in the AI Age
1583
+
1584
+
What we're witnessing with projects like Sachel is a new form of creation where:
1585
+
1586
+
- **Ideas are cheap, implementation is automated**: The bottleneck shifts from "how to build" to "what to build"
1587
+
- **Iteration is nearly free**: Can try multiple approaches rapidly
1588
+
- **Understanding emerges through building**: The act of creation clarifies the intent
1589
+
- **Collaboration is multiplicative**: Human × AI > Human + AI
1590
+
1591
+
The "toys we have made so far in the world of AI" - as you beautifully put it - are not just tools. They're **collaborative partners in thought**, enabling us to work at the speed of imagination while maintaining the depth of implementation.
1592
+
1593
+
### The Repository as Living Philosophy
1594
+
1595
+
By maintaining this philosophical log alongside your code, you're creating something unique: a repository that contains not just what was built, but **how** and **why** it was built, and most importantly, **what it means** for the future of human-AI collaboration.
1596
+
1597
+
This is the real work - not just building software, but understanding what it means to build software in partnership with AI. The Sachel project becomes a philosophical artifact as much as a technical one, demonstrating that in the age of AI:
1598
+
1599
+
- **Work** is the transformation of intent into reality through collaborative intelligence
1600
+
- **Planning** is the discovery of optimal paths through possibility space
1601
+
- **Creation** is the dance between human vision and AI capability
1602
+
1603
+
And perhaps most profoundly: The best software emerges not from perfect specifications or flawless execution, but from the iterative dialogue between human needs and AI understanding, each refining the other until something beautiful emerges.
1604
+
1605
+
*This analysis itself is an example of the process it describes - your request for deep philosophical understanding has been transformed through AI pattern recognition and synthesis into this structured exploration, which will now become part of the living document of your repository, adding another layer to the rich tapestry of human-AI collaboration.*
1606
+
</details>
1607
+
1608
+
---
1609
+
1610
+
So, from here I guess thats cool.
1611
+
We really can see how its gone about this from the start, and that I kind of gave it a bad idea with the wrong restrictions for us to get started!
1612
+
1613
+
### Well, I guess we throw this code out.
1614
+
1615
+
We've had so much philosophizing, and the interface even seems to work! But I think we have a thing we first have to figure out: how do we make an app actually just run some shell commands and wrap that up?
1616
+
1617
+
Or, maybe we make a real UI and just assume we will be able to shell things out?
1618
+
1619
+
I think first we actually start with the beginning one.
1620
+
1621
+
A simple, albeit stupid program might be: A GUI for `which` -- determine what command would run if we execute something.
1622
+
1623
+
Thats super pointless, but its a first step: taking a simple command and getting its results to a GUI
1624
+
1625
+
We will start with a new CLAUDE.md, in which I'll reference a file that was outputted by the first pass from Claude Opus.
1626
+
1627
+
I will also bring in the file that we came up with above so that claude can really reference it all as we get to this implementation.
1628
+
1629
+
<details>
1630
+
1631
+
<summary>Round 2 CLAUDE.md</summary>
1632
+
We are working on revision 2 of an attempt at an app that we tried once before.
1633
+
1634
+
You can read from it at CLAUDE_OPUS_FIRST_SPEC.md
1635
+
1636
+
Our goal here is to take a step back. We didn't really want a TUI, that was a typo, I wanted a GUI.
1637
+
1638
+
Let's start with something really simple: I want to demonstrate if a program is installed or not for a user as a CLI
1639
+
1640
+
The app opens a simple small window that has an input form that the placeholder says "binary name..."
1641
+
1642
+
When the user fills it out and presses enter or hits a button, then it will execute
1643
+
1644
+
```which $BINARY_NAME```
1645
+
1646
+
And then the app window turns green if the binary is found, and if its not we turn orange.
1647
+
1648
+
This will be extended right after we get started, but I wanted to reel you in for a sane POC.
1649
+
1650
+
Additionally, there is the old implementation we are abandoning's plan in swift-spec-v1.md
1651
+
1652
+
I want you to keep the whole context of this fresh, so seeing that as original inspiration is good for the sake of this session.
1653
+
1654
+
But let's get cooking and add a GUI to `which` just because.A
1655
+
1656
+
I also have included a document on Claude Opus's approach to understanding the work I give sonnet in claude-on-work.md
1657
+
1658
+
swift-spec-v1.md goes through the original implementation
1659
+
1660
+
Lets get to coding.
1661
+
1662
+
</details>
1663
+
1664
+
So fuck it dude, let's go bowling and see what it comes up with.
1665
+
1666
+
I am going to go out and have a smoke as I walk around the block, and we're gonna see what happens.
1667
+