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
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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