Files
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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Markdown

# github swarm
Create a specialized swarm for GitHub repository management.
## Usage
```bash
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
```bash
npx claude-flow github swarm --repository owner/repo
```
### Maintenance-focused swarm
```bash
npx claude-flow github swarm -r owner/repo -f maintenance --issue-labels
```
### Development swarm with PR automation
```bash
npx claude-flow github swarm -r owner/repo -f development --auto-pr --code-review
```
### Full-featured triage swarm
```bash
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:
```javascript
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