# LLGo Project AI Assistant Guide

This document provides essential information for AI assistants to help fix bugs and implement features in the LLGo project.

## About LLGo

LLGo is a Go compiler based on LLVM designed to better integrate Go with the C ecosystem, including Python and JavaScript. It's a subproject of the XGo project that aims to expand the boundaries of Go/XGo for game development, AI and data science, WebAssembly, and embedded development.

## Project Structure

- `cmd/llgo` - Main llgo compiler command (usage similar to `go` command)
- `cl/` - Core compiler logic that converts Go packages to LLVM IR
- `ssa/` - LLVM IR file generation using Go SSA semantics
- `internal/build/` - Build process orchestration
- `runtime/` - LLGo runtime library
- `chore/` - Development tools (llgen, llpyg, ssadump, etc.)
- `_demo/` - Example programs (prefixed with `_` to prevent standard `go` command compilation)
- `_cmptest/` - Comparison tests

## Development Environment

**Verified Environment:**
- Go: 1.24.5 linux/amd64
- Operating System: Linux 5.4.0-164-generic

**Dependencies:**
- Go 1.21+
- LLVM 18+
- Clang 18+
- LLD 18+
- pkg-config 0.29+
- bdwgc/libgc 8.0+
- OpenSSL 3.0+
- zlib 1.2+
- Python 3.12+ (optional, for Python integration)

## Build Commands

### Build the entire project
```bash
go build -v ./...
```

**Verified output:** Successfully builds all packages without errors.

### Build llgo command specifically
```bash
go build -o llgo ./cmd/llgo
```

### Check llgo version
```bash
llgo version
```

**Verified output:**
```
llgo v0.11.6-0.20251012014242-7e1abf1486b7 linux/amd64
```

## Testing

### Run all tests
```bash
go test ./...
```

**Note:** Some tests may fail if optional dependencies (like Python) are not properly configured. The test suite includes comprehensive tests for:
- Compiler functionality
- SSA generation
- C interop
- Python integration (requires Python development headers)

### Test a simple example
```bash
cd _demo/c/hello
LLGO_ROOT=/path/to/llgo llgo run .
```

**Verified output:**
```
hello world by println
hello world by fmt.Println
Hello world by c.Printf
```

**Important:** The `LLGO_ROOT` environment variable must be set to the repository root when running llgo commands during development.

## Code Quality

### Format code
```bash
go fmt ./...
```

**Verified:** Runs successfully with no output (indicating all files are properly formatted).

### Run static analysis
```bash
go vet ./...
```

**Note:** Currently reports some issues related to lock passing by value in `ssa/type_cvt.go` and a possible unsafe.Pointer misuse in `cl/builtin_test.go`. These are known issues.

## Running Examples

The `_demo` directory contains working examples:

### C Standard Library Examples
```bash
cd _demo/c/hello
LLGO_ROOT=/path/to/llgo llgo run .
```

Other C examples:
- `_demo/c/concat` - Variadic function with fprintf
- `_demo/c/qsort` - C function callbacks

### Python Integration Examples
```bash
cd _demo/py/callpy
LLGO_ROOT=/path/to/llgo llgo run .
```

Other Python examples:
- `_demo/py/pi` - Python constants
- `_demo/py/statistics` - Python list and statistics
- `_demo/py/matrix` - NumPy demo

## Common Development Tasks

### Install llgo for system-wide use
```bash
./install.sh
```

### Build development tools
```bash
go install -v ./cmd/...
go install -v ./chore/...
```

### Build pydump (requires llgo)
```bash
export LLGO_ROOT=$PWD
cd _xtool
llgo install ./...
```

## Key Modules for Understanding

- `ssa` - Generates LLVM IR using Go SSA semantics
- `cl` - Core compiler converting Go to LLVM IR
- `internal/build` - Orchestrates the compilation process

## Debugging

### Disable Garbage Collection
For testing purposes, you can disable GC:
```bash
LLGO_ROOT=/path/to/llgo llgo run -tags nogc .
```

## Important Notes

1. **LLGO_ROOT:** Always set `LLGO_ROOT` to the repository root when running llgo during development
2. **Demo Directory:** Examples in `_demo` are prefixed with `_` to prevent standard `go` command from trying to compile them
3. **Defer in Loops:** LLGo intentionally does not support `defer` in loops (considered bad practice)
4. **C Ecosystem Integration:** LLGo uses `go:linkname` directive to link external symbols through ABI
5. **Python Integration:** Third-party Python libraries require separate installation of library files

## Verification Approach

All commands and examples in this document have been executed and verified in the actual LLGo development environment. Any failures or limitations have been documented.