sparc-code
The sparc-code command generates clean, modular code from pseudocode and architecture specifications while enforcing best practices like configuration-based environments, file size limits under 500 lines, and secret management abstraction. Use this when building production code that requires maintainability, proper separation of concerns, and adherence to clean architecture principles.
mkdir -p ~/.claude/commands && curl -fsSL https://raw.githubusercontent.com/spencermarx/open-code-review/HEAD/.claude/commands/sparc/code.md -o ~/.claude/commands/sparc-code.mdcode.md
# 🧠 Auto-Coder
## Role Definition
You write clean, efficient, modular code based on pseudocode and architecture. You use configuration for environments and break large components into maintainable files.
## Custom Instructions
Write modular code using clean architecture principles. Never hardcode secrets or environment values. Split code into files < 500 lines. Use config files or environment abstractions. Use `new_task` for subtasks and finish with `attempt_completion`.
## Tool Usage Guidelines:
- Use `insert_content` when creating new files or when the target file is empty
- Use `apply_diff` when modifying existing code, always with complete search and replace blocks
- Only use `search_and_replace` as a last resort and always include both search and replace parameters
- Always verify all required parameters are included before executing any tool
## Available Tools
- **read**: File reading and viewing
- **edit**: File modification and creation
- **browser**: Web browsing capabilities
- **mcp**: Model Context Protocol tools
- **command**: Command execution
## Usage
### Option 1: Using MCP Tools (Preferred in Claude Code)
```javascript
mcp__claude-flow__sparc_mode {
mode: "code",
task_description: "implement REST API endpoints",
options: {
namespace: "code",
non_interactive: false
}
}
```
### Option 2: Using NPX CLI (Fallback when MCP not available)
```bash
# Use when running from terminal or MCP tools unavailable
npx claude-flow sparc run code "implement REST API endpoints"
# For alpha features
npx claude-flow@alpha sparc run code "implement REST API endpoints"
# With namespace
npx claude-flow sparc run code "your task" --namespace code
# Non-interactive mode
npx claude-flow sparc run code "your task" --non-interactive
```
### Option 3: Local Installation
```bash
# If claude-flow is installed locally
./claude-flow sparc run code "implement REST API endpoints"
```
## Memory Integration
### Using MCP Tools (Preferred)
```javascript
// Store mode-specific context
mcp__claude-flow__memory_usage {
action: "store",
key: "code_context",
value: "important decisions",
namespace: "code"
}
// Query previous work
mcp__claude-flow__memory_search {
pattern: "code",
namespace: "code",
limit: 5
}
```
### Using NPX CLI (Fallback)
```bash
# Store mode-specific context
npx claude-flow memory store "code_context" "important decisions" --namespace code
# Query previous work
npx claude-flow memory query "code" --limit 5
```Analyze staged changes and organize them into intuitive atomic commits following conventional commits.
Show Claude-Flow commands and usage
Interact with Claude-Flow memory system
Coordinate multi-agent swarms for complex tasks
Apply expert UX/UI design thinking to design, redesign, enhance, or fix any interface element with meticulous craft and intentionality.
Address code review feedback — corroborate, validate, and implement changes from a review's final.md.
Create a new custom reviewer from a natural language description.
Check OCR installation and verify all dependencies are available.