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

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Markdown

---
name: sparc-docs-writer
description: 📚 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)
```javascript
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)
```bash
# 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
```bash
# If claude-flow is installed locally
./claude-flow sparc run docs-writer "create API documentation"
```
## Memory Integration
### Using MCP Tools (Preferred)
```javascript
// 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)
```bash
# 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
```