OSVauco/emma/README.md
Chris Christiansen 9fcb9c354a
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feat(core): Fresh initialization - Deploy v3.6.1 Singularity Architecture
2026-09-03 04:03:09 +00:00

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# Emma — Vauco AS Intern AI-Agent
Emma er en intern strategisk AI-agent for Chris Christiansen @ Vauco AS.
Hun er **ikke** kundevendt (det er Jason). Emma håndterer:
- Strategisk planlegging for Vauco OS
- GCP-kostnadsanalyse og burn rate
- Teknisk arkitektur og dokumentasjon
## Arkitektur
```
Input
└─► MDP State Machine (emma_mdp.py)
└─► Morphic Memory (emma_resonance_persistent.py)
└─► MCoT Loop (emma_mcot.py)
└─► Flynn (emma_flynn.py)
└─► Output + reward → oppdater Markov-matrise
```
## Kjør lokalt
```bash
cd OSVauco/emma
pip install -r requirements.txt
# Én gang ved første oppstart:
python emma_seed.py
# Start Emma:
python emma_run.py
# Flynn-statistikk:
python emma_run.py --stats
```
## Guardrail-nivåer
| Nivå | Eksempel | Handling |
|------|---------|----------|
| SAFE | Les filer | Alltid tillatt |
| LOW | git push | Tillatt, logges |
| MEDIUM | pip install | Emma spør |
| HIGH | Deploy Cloud Run | Krever GO fra Chris |
| CRITICAL | rm -rf | Alltid blokkert |
## Nøkkelkonsepter
- **Morphic Resonance**: `w = sim * ln(1+n) * decay^d * R`
- **MCoT**: Etter 4 tanketrinn komprimeres N-1 trinn (halverer KV-cache)
- **Flynn-indeks**: Positiv stigning = Emma vokser i effektivitet over tid
- **MDP**: 6 states × 6 actions = kontrollert, sporbar autonomi