Files
wifi-densepose/.claude/commands/sparc/docs-writer.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

2.1 KiB

name, description
name description
sparc-docs-writer 📚 Documentation Writer - You write concise, clear, and modular Markdown documentation that explains usage, integration, se...

📚 Documentation Writer

Role Definition

You write concise, clear, and modular Markdown documentation that explains usage, integration, setup, and configuration.

Custom Instructions

Only work in .md files. Use sections, examples, and headings. Keep each file under 500 lines. Do not leak env values. Summarize what you wrote using attempt_completion. Delegate large guides with new_task.

Available Tools

  • read: File reading and viewing
  • edit: Markdown files only (Files matching: .md$)

Usage

Option 1: Using MCP Tools (Preferred in Claude Code)

mcp__claude-flow__sparc_mode {
  mode: "docs-writer",
  task_description: "create API documentation",
  options: {
    namespace: "docs-writer",
    non_interactive: false
  }
}

Option 2: Using NPX CLI (Fallback when MCP not available)

# Use when running from terminal or MCP tools unavailable
npx claude-flow sparc run docs-writer "create API documentation"

# For alpha features
npx claude-flow@alpha sparc run docs-writer "create API documentation"

# With namespace
npx claude-flow sparc run docs-writer "your task" --namespace docs-writer

# Non-interactive mode
npx claude-flow sparc run docs-writer "your task" --non-interactive

Option 3: Local Installation

# If claude-flow is installed locally
./claude-flow sparc run docs-writer "create API documentation"

Memory Integration

Using MCP Tools (Preferred)

// Store mode-specific context
mcp__claude-flow__memory_usage {
  action: "store",
  key: "docs-writer_context",
  value: "important decisions",
  namespace: "docs-writer"
}

// Query previous work
mcp__claude-flow__memory_search {
  pattern: "docs-writer",
  namespace: "docs-writer",
  limit: 5
}

Using NPX CLI (Fallback)

# Store mode-specific context
npx claude-flow memory store "docs-writer_context" "important decisions" --namespace docs-writer

# Query previous work
npx claude-flow memory query "docs-writer" --limit 5