# SkillOS Autonomous RSI Metamaterials Discovery Market-Readiness Proof

This proof is intentionally not an email example, not an invoice example, not a CloudOps example, not a cyber defense example, and not a silicon verification example.

It is a 100% autonomous proof for an AI-native scientific discovery workflow:

> Autonomous lightweight metamaterial discovery for load-bearing structures.

## Why this is the elevated proof

It operationalizes the kind of recursive scientific discovery described by AI-native research labs, but in a way anyone can run:

- deterministic benchmark
- no private data
- no human review
- no API keys
- validation-gated RSI releases
- holdout evaluation
- visual proof dashboard

## Recursive Self-Improvement loop

Design failures → lessons → candidate design skills → validation → released skill versions → holdout discovery proof.

## What it proves

It proves that SkillOS can autonomously mine design failures, release better discovery skills, and improve holdout performance on an objective scientific/engineering workflow.

## What it does not prove

It is not audited customer ROI, financial advice, investment advice, live customer adoption, laboratory validation, or a guarantee of future outcomes.

## Generated outputs

- `site/rsi-metamaterials-discovery-proof.html`
- `docs/rsi_metamaterials_discovery_market_proof.md`
- `data/rsi_metamaterials_discovery_market_proof.json`
- `data/rsi_metamaterials_discovery_benchmark.json`
- `badges/rsi_metamaterials_discovery_market_proof.svg`
