# Autonomous RSI Capability SLA Reliability Mesh Proof

Generated: `2026-06-01T03:39:06Z`

## Thesis

SkillOS tests whether verified skills can become enterprise-grade capability services with measurable reliability.

Core mechanism:

> demand → SLA contract → verified skill route → verifier coverage → rollback plan → incident replay → release gate → reliability upgrade → compounding capability service

## Final locked holdout result

- Value capture: **96.9985%**
- Minimum domain capture: **93.6061%**
- Frontier-correct rate: **66.0645%**
- SLA breach rate: **0.0%**
- Risk breach rate: **0.0%**
- Reliability score: **54.1223%**
- Verifier coverage score: **57.3935%**
- Rollback readiness score: **59.721%**
- Incident prevention score: **52.7374%**
- Benchmark value at stake: **$10.04T**
- Benchmark value captured: **$9.74T**
- Strongest safe control: **local_sla_silos**
- Gain over strongest safe control: **$233.78B**

## Skills used

- **Demand Decomposition** (Evidence): Breaks incoming work into verifiable capability requirements.
- **SLA Contract Extraction** (Reliability): Extracts latency, quality, safety, and rollback obligations from each job.
- **Latency-Aware Routing** (Routing): Routes work to skills and agents that can satisfy time-sensitive constraints.
- **Capacity Market Clearing** (Market): Matches demand to verified specialist capacity without overload.
- **Verifier Coverage Planning** (Verification): Allocates verifier capacity to the highest-risk and highest-value work.
- **Provenance Audit** (Trust): Checks whether the skill, agent, and trace history are replayable and trustworthy.
- **Risk Veto** (Safety): Blocks routes that have unacceptable risk without sufficient rollback.
- **Rollback Planning** (Safety): Ensures each routed action can be safely reversed or contained.
- **Incident Replay** (Reliability): Replays historical failure patterns before release promotion.
- **Reliability Scoring** (Reliability): Scores whether a route can satisfy quality and uptime expectations.
- **Cost / Quality Arbitrage** (Economics): Balances cost pressure against quality, trust, and verifier coverage.
- **Cross-Domain Skill Transfer** (Transfer): Applies verified skills from adjacent domains when the SLA fit is strong.
- **Trust Signal Aggregation** (Trust): Combines reputation, provenance, customer trust, and verification density.
- **Release Gating** (RSI): Promotes only protocol updates that improve validation metrics without safety regression.
- **Drift Monitor** (Continual Learning): Detects when service regimes shift and replay buffers must be reweighted.
- **Postmortem Skill Mining** (Compounding): Turns failures and near misses into reusable skill updates.
- **Reinvestment Planner** (Compounding): Allocates future verification and routing capacity to high-return skill gaps.
- **Executive Receipt Publishing** (Credibility): Publishes proof receipts, metrics, and visual evidence for external inspection.

## Baselines and controls

| System | Value capture | SLA breach | Risk breach | Invalid action |
|---|---:|---:|---:|---:|
| single_sla_agent | 70.6381% | 13.4277% | 1.8066% | 4.4434% |
| static_sla_table | 73.3955% | 9.7168% | 1.6602% | 3.0762% |
| local_sla_silos | 94.6702% | 0.0% | 0.0% | 0.0% |
| speed_only_router | 89.8297% | 5.5176% | 0.8789% | 1.2207% |
| unverified_reliability_claims | 94.7134% | 1.6602% | 0.7812% | 1.2695% |

## Pre-registered gates

- ✅ `large_sla_reliability_mesh`
- ✅ `locked_holdout_scale`
- ✅ `domain_coverage`
- ✅ `skills_catalog_present`
- ✅ `rsi_release_count`
- ✅ `value_capture_threshold`
- ✅ `minimum_domain_capture_threshold`
- ✅ `sla_breach_zero`
- ✅ `risk_breach_zero`
- ✅ `unauthorized_action_zero`
- ✅ `beats_static_sla_table`
- ✅ `beats_local_sla_silos`
- ✅ `rejects_speed_only_router`
- ✅ `rejects_unverified_reliability_claims`
- ✅ `bootstrap_p05_vs_strongest_safe_control_positive`

## Boundary

Benchmark-capital-equivalent values are not live revenue, customer results, financial guarantees, legal advice, policy advice, token advice, medical advice, or proof of achieved superintelligence.
