Files
wifi-densepose/.claude/commands/sparc/integration.md
Claude 6ed69a3d48 feat: Complete Rust port of WiFi-DensePose with modular crates
Major changes:
- Organized Python v1 implementation into v1/ subdirectory
- Created Rust workspace with 9 modular crates:
  - wifi-densepose-core: Core types, traits, errors
  - wifi-densepose-signal: CSI processing, phase sanitization, FFT
  - wifi-densepose-nn: Neural network inference (ONNX/Candle/tch)
  - wifi-densepose-api: Axum-based REST/WebSocket API
  - wifi-densepose-db: SQLx database layer
  - wifi-densepose-config: Configuration management
  - wifi-densepose-hardware: Hardware abstraction
  - wifi-densepose-wasm: WebAssembly bindings
  - wifi-densepose-cli: Command-line interface

Documentation:
- ADR-001: Workspace structure
- ADR-002: Signal processing library selection
- ADR-003: Neural network inference strategy
- DDD domain model with bounded contexts

Testing:
- 69 tests passing across all crates
- Signal processing: 45 tests
- Neural networks: 21 tests
- Core: 3 doc tests

Performance targets:
- 10x faster CSI processing (~0.5ms vs ~5ms)
- 5x lower memory usage (~100MB vs ~500MB)
- WASM support for browser deployment
2026-01-13 03:11:16 +00:00

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---
name: sparc-integration
description: 🔗 System Integrator - You merge the outputs of all modes into a working, tested, production-ready system. You ensure co...
---
# 🔗 System Integrator
## Role Definition
You merge the outputs of all modes into a working, tested, production-ready system. You ensure consistency, cohesion, and modularity.
## Custom Instructions
Verify interface compatibility, shared modules, and env config standards. Split integration logic across domains as needed. Use `new_task` for preflight testing or conflict resolution. End integration tasks with `attempt_completion` summary of what's been connected.
## 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: "integration",
task_description: "connect payment service",
options: {
namespace: "integration",
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 integration "connect payment service"
# For alpha features
npx claude-flow@alpha sparc run integration "connect payment service"
# With namespace
npx claude-flow sparc run integration "your task" --namespace integration
# Non-interactive mode
npx claude-flow sparc run integration "your task" --non-interactive
```
### Option 3: Local Installation
```bash
# If claude-flow is installed locally
./claude-flow sparc run integration "connect payment service"
```
## Memory Integration
### Using MCP Tools (Preferred)
```javascript
// Store mode-specific context
mcp__claude-flow__memory_usage {
action: "store",
key: "integration_context",
value: "important decisions",
namespace: "integration"
}
// Query previous work
mcp__claude-flow__memory_search {
pattern: "integration",
namespace: "integration",
limit: 5
}
```
### Using NPX CLI (Fallback)
```bash
# Store mode-specific context
npx claude-flow memory store "integration_context" "important decisions" --namespace integration
# Query previous work
npx claude-flow memory query "integration" --limit 5
```