# Autonomous RSI Enterprise Eureka Factory Proof

This is a 100% autonomous GitHub Action proof designed to be credible to RSI researchers and legible to business operators.

## Short version

Recursive-style systems aim to automate knowledge discovery.

SkillOS proves the enterprise analogue:

> an autonomous, validation-gated, large-scale multi-agent organization that recursively improves how it turns capital, compute, energy, data, trust, talent, product, distribution, validation, risk control, and reinvestment into compounding productive capability.

## Why this is different

This is not a landing page, not a pitch deck, and not an email workflow.

It is a deterministic benchmark proof with:

- 2,048 simulated specialist agents
- 128 specialist roles
- 16 governance boards
- train / validation / locked holdout splits
- 9 candidate enterprise actions per case
- validation-gated Recursive Self-Improvement releases
- single-agent baseline
- uncoordinated multi-agent pool baseline
- static multi-agent coordination baseline
- shuffled-reward negative control
- random-protocol negative control
- bootstrap confidence intervals
- protocol fingerprint
- JSON receipt
- Markdown report
- visual proof page
- public badge

## What the proof must show

The proof is pre-registered to pass only if SkillOS RSI coordination:

1. beats a single enterprise generalist,
2. beats an uncoordinated multi-agent pool,
3. beats static multi-agent coordination,
4. beats negative controls,
5. keeps risk controlled,
6. releases multiple validation-gated protocol improvements,
7. passes a locked holdout evaluation,
8. has positive bootstrap lower-bound gain over static coordination.

## Generated outputs

```text
data/rsi_enterprise_eureka_factory_proof.json
docs/rsi_enterprise_eureka_factory_proof.md
site/rsi-enterprise-eureka-factory-proof.html
badges/rsi_enterprise_eureka_factory_proof.svg
```

## Run

```text
Actions → Autonomous RSI Enterprise Eureka Factory Proof → Run workflow
```

## Boundary

Benchmark proof values are not audited customer revenue, financial advice, investment advice, live customer adoption, achieved superintelligence, or Kardashev Type II achievement.
