brew install --cask claude-code
pip install mlx-code| Command | What it does | Example |
|---|---|---|
mlx-code |
Start interactive mode | mlx-code |
mlx-code "task" |
Run a one-time task | mlx-code "fix the build error" |
mlx-code -p "query" |
Run one-off query, then exit | mlx-code -p "explain this function" |
mlx-code -c |
Continue most recent conversation in current directory | mlx-code -c |
mlx-code -r |
Resume a previous conversation | mlx-code -r |
mlx-code commit |
Create a Git commit | mlx-code commit |
/clear |
Clear conversation history | /clear |
/help |
Show available commands | /help |
exit or Ctrl+C |
Exit Claude Code | exit |
Click to expand
╭─── Claude Code v2.1.74 ──────────────────────────────────────────────────────────────────────────────────╮ │ │ Tips for getting started │ │ Welcome back! │ Run /init to create a CLAUDE.md file with instruct… │ │ │ ─────────────────────────────────────────────────── │ │ ▐▛███▜▌ │ Recent activity │ │ ▝▜█████▛▘ │ No recent activity │ │ ▘▘ ▝▝ │ │ │ │ │ │ mlx-community/Qwen3.5-4B-Opti… · API Usage Billing │ │ │ ~/Downloads/tmp │ │ ╰──────────────────────────────────────────────────────────────────────────────────────────────────────────╯❯ list the files in this directory and explain what each one does
⏺ The user wants to understand the files in the current directory, so I'll use the Glob tool to list all files first.
⏺ Searched for 1 pattern (ctrl+o to expand)
⏺ I need to fix the Glob tool call - the parameter should be pattern, not key.
⏺ Searched for 1 pattern (ctrl+o to expand)
⏺ The user wants me to explain what each file does. I should organize these by project directory and explain the purpose of each file. Let me read a few key files to provide accurate explanations.
This directory contains several project folders. Let me explain each one:
Main Projects
cyberpunk/
- main.zig - Main entry point for a Zig-based cyberpunk project
- build.zig - Build configuration file for Zig
- map.c - C source file, likely for map rendering or game logic
- help.py - Python helper script, possibly for documentation or utilities
rts/
- main.zig - Main entry point for a real-time strategy (RTS) game in Zig
- build.zig - Build configuration for Zig
- battle_sim.c - C file for battle simulation logic
splat_zig_raylib/
- main.zig (two versions - one in splat_zig/, one in root) - Main entry point for a Raylib-based game
- build.zig - Build configuration
- gsplat_transform.py - Python script for splat transform calculations
- index.html - Web entry point for the game
- build_web.sh - Shell script for building web version
- README.md - Project documentation
tarot/
- tarot.py - Python script for tarot-related functionality
- index.html - Web entry point
yorha/
- index.html - Web entry point (likely a simple web page)
jina.py
- jina.py - Python script, possibly related to Jina AI or a utility
mlx-code-v1.py & mlx-code.py
- These appear to be different versions of the mlx-code agent wrapper (the local Claude Code-style agent for Apple Silicon)
tmp.md
- tmp.md - Temporary markdown file (contents unknown)
mlx_trace.log
- mlx_trace.log - Trace log file from the mlx model runtime
.DS_Store files
- macOS metadata files (can be ignored)
Summary: This is a temporary download folder (/Users/jjms/Downloads/tmp) containing multiple small projects:
- Game projects in Zig (cyberpunk, RTS, Raylib-based game)
- Python scripts for various utilities
- Web entry points (HTML files)
- Build configurations (Zig build files)
The Zig projects appear to be the main focus, with game-related code and build systems.
✻ Brewed for 42s
❯ explain how output is parsed in mlx-code.py
⏺ The user wants to understand how output is parsed in mlx-code.py, so I need to read that file first to understand its structure and find the output parsing logic.
⏺ Read 1 file (ctrl+o to expand)
⏺ I need to fix the Read tool call - it should use file_path not key.
⏺ Read 1 file (ctrl+o to expand)
⏺ Now I have the full file. Let me explain the output parsing logic, which is the key part the user asked about.
The output parsing logic is in the parse_output(raw: str) function (lines 233-315). Here's how it works:
Output Parsing Flow
- Extract Thinking Blocks (lines 237-244)
First, it extracts any `
⏺ The output parsing logic is in the parse_output(raw: str) function (lines 233-315). Here's how it works:
Output Parsing Flow
- Extract Thinking Blocks (lines 237-244)
First, it extracts any `
⏺ ` blocks by finding the earliest occurrences of both markers and splitting them out: while "
⏺ " in remaining: s = remaining.index("
⏺ ") # Extract thinking block remaining = remaining[e + 8:].strip()
It searches for <tool_call>...</tool_call> markers and tries to parse the content:
- First attempt: Try parsing as JSON with
nameortoolfield - Fallback: Parse as XML-like format with
<function=...>and<parameter=...>tags - Creates tool blocks with
type: "tool_use", unique ID, name, and input
If no <tool_call>...</tool_call> blocks were found, it checks if the remaining output is a JSON object with name field (indicating a tool response).
Returns a tuple of (blocks, stop_reason):
blocks: List of parsed blocks ({"type": "text"},{"type": "thinking"},{"type": "tool_use"})stop_reason:"tool_use"if tools were detected,"end_turn"otherwise
| Pattern | Purpose |
|---|---|
| ` |
⏺ | Thinking block markers | |...| Tool invocation markers | | JSON withname/tool| Tool response format | |<function=...>/<parameter=...>` | Alternative tool format |
The parser is designed to handle both the tool invocation format (<tool_call>...</tool_call>) and tool response format (JSON with name field) used by the system.
✻ Worked for 1m 9s