dearsky/wifi-densepose
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wifi-densepose/.claude/commands/github/github-swarm.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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github swarm

Create a specialized swarm for GitHub repository management.

Usage

npx claude-flow github swarm [options]

Options

  • --repository, -r <owner/repo> - Target GitHub repository
  • --agents, -a <number> - Number of specialized agents (default: 5)
  • --focus, -f <type> - Focus area: maintenance, development, review, triage
  • --auto-pr - Enable automatic pull request enhancements
  • --issue-labels - Auto-categorize and label issues
  • --code-review - Enable AI-powered code reviews

Examples

Basic GitHub swarm

npx claude-flow github swarm --repository owner/repo

Maintenance-focused swarm

npx claude-flow github swarm -r owner/repo -f maintenance --issue-labels

Development swarm with PR automation

npx claude-flow github swarm -r owner/repo -f development --auto-pr --code-review

Full-featured triage swarm

npx claude-flow github swarm -r owner/repo -a 8 -f triage --issue-labels --auto-pr

Agent Types

Issue Triager

  • Analyzes and categorizes issues
  • Suggests labels and priorities
  • Identifies duplicates and related issues

PR Reviewer

  • Reviews code changes
  • Suggests improvements
  • Checks for best practices

Documentation Agent

  • Updates README files
  • Creates API documentation
  • Maintains changelog

Test Agent

  • Identifies missing tests
  • Suggests test cases
  • Validates test coverage

Security Agent

  • Scans for vulnerabilities
  • Reviews dependencies
  • Suggests security improvements

Workflows

Issue Triage Workflow

  1. Scan all open issues
  2. Categorize by type and priority
  3. Apply appropriate labels
  4. Suggest assignees
  5. Link related issues

PR Enhancement Workflow

  1. Analyze PR changes
  2. Suggest missing tests
  3. Improve documentation
  4. Format code consistently
  5. Add helpful comments

Repository Health Check

  1. Analyze code quality metrics
  2. Review dependency status
  3. Check test coverage
  4. Assess documentation completeness
  5. Generate health report

Integration with Claude Code

Use in Claude Code with MCP tools:

mcp__claude-flow__github_swarm {
  repository: "owner/repo",
  agents: 6,
  focus: "maintenance"
}

See Also

  • repo analyze - Deep repository analysis
  • pr enhance - Enhance pull requests
  • issue triage - Intelligent issue management
  • code review - Automated reviews
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