Specialized AI bots for token-efficient Python code generation. Uses minimal context (60–80% fewer input tokens) and parallel bot orchestration.
Works in VS Code and Cursor. Integrates with Phi47 Superpowers for structural quality analysis.
Features
- Generate Tests — pytest with minimal context (signatures only)
- Generate API Endpoint — FastAPI from route patterns
- Generate Module — 4 bots in parallel (models, API, tests, utilities)
- Resonance + Phi47 Pipeline — generate, analyze Phi, refine weak files
- Token usage stats
Requirements
pip install resonance
# For Phi47 pipeline integration:
pip install "resonance[phi47]"
# or: pip install phi47-superpowers
Set your Anthropic API key:
- VS Code Settings →
resonance.apiKey, or - Environment variable
ANTHROPIC_API_KEY
Commands
| Command | Description |
|---|---|
| Resonance + Phi47: Generate Module with Quality Pipeline | Full synergy workflow |
| Resonance: Generate Module | 4 parallel bots |
| Resonance: Generate Tests | Tests for current file |
| Resonance: Generate API Endpoint | New FastAPI route |
| Resonance: Show Token Usage Stats | Session token savings |
Phi47 integration
Install both extensions:
- Resonance (this extension) — generates code
- Phi47 Superpowers — measures structural Phi (IIT 4.0)
After generation, Resonance can auto-trigger Phi47 analysis. Use the Pipeline command for generate → analyze → refine.
Settings
| Setting | Default | Description |
|---|---|---|
resonance.apiKey |
— | Anthropic API key |
resonance.pythonPath |
auto | Python with resonance installed |
resonance.analyzeWithPhi47 |
true |
Analyze output with Phi47 after generate |
resonance.phiThreshold |
0.5 |
Phi threshold for pipeline refinement |
Research
License
MIT