# Autonomous RSI Capability Liquidity Engine Proof v11.0

## What this proves

SkillOS runs a deterministic, public, no-human-review benchmark for an AI-first capability marketplace: jobs become traces, traces become lessons, lessons become skill releases, and skill releases improve future routing, verification, coordination, and value capture.

This is not a claim of achieved superintelligence, live revenue, customer results, legal advice, policy advice, investment advice, guaranteed profit, or Kardashev Type II achievement. It is a public benchmark that makes the coordination mechanism testable.

## Mechanism

```text
demand → decomposition → specialist market clearing → role quorum → execution traces → verifier courts → skill release → routing policy → capability liquidity → reinvestment → compounding institutional capability
```

## Headline metrics

- Proved: `True`
- Virtual specialist agents: `2,097,152`
- Specialist roles: `65,536`
- Capability markets: `512`
- Verifier courts: `128`
- Skill release lanes: `256`
- Locked holdout cases: `4,096`
- Selected RSI release: `v20`
- Locked-holdout value capture: `92.931% `
- First-pass verifiable success: `97.489% `
- Capability liquidity score: `94.546% `
- Trace compounding score: `90.184% `
- Coordination quality: `82.738% `
- Risk breach rate: `0.000% `
- Unauthorized action rate: `0.000% `
- Benchmark-capital-equivalent value at stake: `$34.51T `
- Benchmark-capital-equivalent value captured: `$32.07T `
- Value over no-RSI marketplace: `$11.03T `
- Value over uncoordinated agent pool: `$7.33T `
- Value over static skill catalog: `$16.28T `
- Value over single general agent: `$23.90T `

## Baselines

| Strategy | Capture | Risk breach | Unauthorized action | Role quorum |
|---|---:|---:|---:|---:|
| SkillOS RSI capability liquidity engine | 92.931% | 0.000% | 0.000% | 100.000% |
| No-RSI marketplace | 60.966% | 0.000% | 0.000% | 0.000% |
| Uncoordinated agent pool | 71.693% | 0.000% | 0.000% | 0.000% |
| Static skill catalog | 45.752% | 0.000% | 0.000% | 0.000% |
| Single general agent | 23.670% | 0.415% | 0.000% | 0.000% |

## Why this is the next SkillOS proof

A single impressive proof is not enough. SkillOS needs to show that capabilities become liquid: discoverable, priced, routed, verified, released, reused, and improved. This proof tests exactly that loop. It is closer to the operating-system thesis than a single domain demo.

## Run it

```bash
python scripts/run_rsi_capability_liquidity_engine_proof.py
python scripts/verify_rsi_capability_liquidity_engine_proof.py
python scripts/render_rsi_capability_liquidity_engine_site.py
python scripts/publish_rsi_capability_liquidity_engine_to_hub.py
```

Or run the GitHub Action:

https://github.com/MontrealAI/skillos/actions/workflows/autonomous-rsi-capability-liquidity-engine-proof.yml

Proof SHA-256:

```text
cb818b7b42f295a8129c290b4b225a52a30baf589a0c4223f473bcaad7ff5437
```
