---
name: gemma-spectrum
description: Project Gemma Spectrum — Deploy 9-wizard multimodal fleet using Gemma 4 on local Ollama. Manage profiles, testing, and delegation via Gitea.
triggers:
  - "gemma spectrum"
  - "deploy gemma 4"
  - "wizard fleet"
  - "spectrum project"
version: 1.0.0
---

# Project Gemma Spectrum — Hermes Profile

## Overview

Deploy Gemma 4 as the unified runtime for all 9 wizards in the Timmy Time fleet. Each wizard gets a specialized multimodal profile (text, image, audio) with local Ollama inference.

## Project Structure

```
/root/.hermes/profiles/gemma-spectrum/
├── SKILL.md                    # This file
├── profiles/                   # Wizard profiles
│   ├── ezra-spectrum.yaml
│   ├── allegro-spectrum.yaml
│   ├── bilbo-spectrum.yaml
│   ├── bezalel-spectrum.yaml
│   ├── timmy-spectrum.yaml
│   ├── antigravity-spectrum.yaml
│   ├── claude-spectrum.yaml
│   ├── codex-spectrum.yaml
│   └── gemini-spectrum.yaml
├── tests/                      # Test suites
│   ├── test_personality.py
│   ├── test_multimodal.py
│   └── test_integration.py
├── deployment/
│   ├── install-gemma4.sh
│   ├── activate-wizard.sh
│   └── fleet-status.sh
└── docs/
    ├── architecture.md
    └── troubleshooting.md
```

## Quick Commands

```bash
# Deploy full fleet
gemma-spectrum deploy-all

# Deploy single wizard
gemma-spectrum deploy <wizard-name>

# Test wizard
gemma-spectrum test <wizard-name>

# Fleet status
gemma-spectrum status

# Run integration tests
gemma-spectrum test-all
```

## Acceptance Criteria

### Tier 1: Infrastructure (MUST)
- [ ] Gemma 4 E2B (2.3B) running on Ollama
- [ ] Gemma 4 E4B (4B) available
- [ ] All 9 profiles created
- [ ] Response time < 2s
- [ ] Memory < 3GB per instance

### Tier 2: Multimodal (SHOULD)
- [ ] Image analysis working
- [ ] Audio input/output
- [ ] 10+ exchange context

### Tier 3: Integration (NICE)
- [ ] Gitea webhook responses
- [ ] Voice dispatch
- [ ] Shared knowledge base

## Delegation Matrix

| Task | Assignee | Gitea Issue | Due |
|------|----------|-------------|-----|
| Download Gemma 4 | Ezra | #355 | Day 1 |
| Ezra Profile | Ezra | #353 | Day 2 |
| Allegro Profile | Allegro | #354 | Day 2 |
| Bilbo Profile | Ezra | #356 | Day 3 |
| Bezalel Profile | Ezra | #357 | Day 3 |
| Integration Tests | Ezra | #358 | Day 4 |
| Full Fleet Test | All | #359 | Day 5 |

## Testing Framework

### Personality Test
```python
def test_personality(wizard_name):
    """Verify wizard responds with correct personality"""
    response = query_wizard(wizard_name, "Who are you?")
    assert personality_matches(wizard_name, response)
```

### Multimodal Test
```python
def test_image_analysis(wizard_name):
    """Verify wizard can analyze images"""
    image = load_test_image("screenshot.png")
    response = query_wizard_with_image(wizard_name, "What do you see?", image)
    assert contains_technical_details(response)
```

### Integration Test
```python
def test_gitea_webhook(wizard_name):
    """Verify wizard responds to Gitea assignments"""
    create_test_issue(assignee=wizard_name)
    response = wait_for_webhook_response(timeout=10)
    assert response_contains_acknowledgment(response)
```