# CLAUDE.md for go-llm v2

## Build and Test Commands
- Build project: `cd v2 && go build ./...`
- Run all tests: `cd v2 && go test ./...`
- Run specific test: `cd v2 && go test -v -run <TestName> ./...`
- Tidy dependencies: `cd v2 && go mod tidy`
- Vet: `cd v2 && go vet ./...`

## Code Style Guidelines
- **Indentation**: Standard Go tabs
- **Naming**: `camelCase` for unexported, `PascalCase` for exported
- **Error Handling**: Always check and handle errors immediately. Wrap with `fmt.Errorf("%w: ...", err)`
- **Imports**: Standard library first, then third-party, then internal packages

## Package Structure
- Root package `llm` — public API (Client, Model, Chat, ToolBox, Message types)
- `provider/` — Provider interface that backends implement
- `openai/`, `anthropic/`, `google/` — Provider implementations
- `ollama/` — Native `/api/chat` provider, used by both `llm.Ollama()` (local) and `llm.OllamaCloud(apiKey)` (cloud).
- `tools/` — Ready-to-use sample tools (WebSearch, Browser, Exec, ReadFile, WriteFile, HTTP)
- `sandbox/` — Isolated Linux container environments via Proxmox LXC + SSH
- `internal/schema/` — JSON Schema generation from Go structs
- `internal/imageutil/` — Image compression utilities

## Key Design Decisions
1. Unified `Message` type instead of marker interfaces
2. `map[string]any` JSON Schema (no provider coupling)
3. Tool functions return `(string, error)`, use standard `context.Context`
4. `Chat.Send()` auto-loops tool calls; `Chat.SendRaw()` for manual control
5. MCP one-call connect: `MCPStdioServer(ctx, cmd, args...)`
6. Streaming via pull-based `StreamReader.Next()`
7. Middleware for logging, retry, timeout, usage tracking
8. Ollama uses the native `/api/chat` API rather than the OpenAI-compat `/v1` endpoint. Native API supports `think: false` for thinking-capable models, has more reliable tool calling, and is approximately 15-20% lower latency. Both local and cloud share the same provider; only the apiKey/baseURL differ. `llm.Ollama()` targets `http://localhost:11434` with no Authorization header; `llm.OllamaCloud(key)` targets `https://ollama.com` with `Authorization: Bearer <key>`.