Montreal.AI / SkillOS / Flagship Launch Candidate

# Capability Governance Twin.

The launch-grade proof that SkillOS can publish itself, verify itself, protect itself, and explain itself beautifully — while showing how a large specialist-agent organization tests capability releases before production.

View flagship narrative Run the GitHub Action See the agents and skills
Canonical launch page
Operational sovereignty for the SkillOS proof flywheel.

Freshness: 2026-06-01T21:14:57Z

Repository: MontrealAI/skillos

The flagship thesis
Every job can become a reusable skill. Every verified skill can strengthen the whole network. One agent learns; the system can route that learning everywhere.

SkillOS makes the mechanism public and testable: work → traces → skills → verification → release → routing upgrade → compounding capability.

2,147,483,648 virtual specialist agents
67,108,864 specialist roles
97.6124%benchmark value capture
$12.84T benchmark-capital-equivalent captured
0.0%policy violation
0.0%shadow gap
0.0%risk breach
12 validation-gated RSI releases
Why this matters
If immense machine intelligence can create immense enterprise value, the first serious operating question is governance.

The Capability Governance Twin is the answer: before a capability is released, SkillOS routes it through policy-as-code, permission boundaries, shadow simulation, verifier courts, rollback planning, incident replay, and validation-gated RSI. This does not claim achieved superintelligence or Kardashev Type II civilization. It makes the enterprise mechanism underneath compounding intelligence visible, bounded, and reproducible.

Large multi-agent system
1. Specialist agents

2,147,483,648 virtual specialists and 67,108,864 roles coordinate through governed task routing.

2. Verifier courts

Policy, permission, risk, rollback, incident, drift, SLA, and provenance courts check whether a capability deserves release.

3. RSI release gate

Updates are promoted only when validation improves without risk, policy, or shadow-gap regression.

## Proof flywheel

Job
Trace
Skill
Verifier Court
Release
Routing Upgrade
Compounding Capability

## Operational skill stack

The flagship page displays the skills used as readable cards: what each skill does, what signal it consumes, what artifact it produces, and which verifier checks it.

Twin

### Governance Twin Construction

Builds a deterministic shadow model of the capability network before production release.

Input signal
  domain state, skills, policies, capacity, risk register
Output artifact
  governance twin state
Verifier
  Twin Fidelity Court

Policy

### Policy-as-Code Compilation

Converts governance boundaries into machine-checkable policy constraints.

Input signal
  policy text, compliance boundary, public claim boundary
Output artifact
  policy constraint set
Verifier
  Policy Coverage Court

Access Control

### Permission Boundary Mapping

Maps each route to allowed skills, agents, tools, and data scopes.

Input signal
  route, role, data, tool permissions
Output artifact
  permission boundary map
Verifier
  Permission Hygiene Court

Twin

### Shadow Route Simulation

Runs candidate capability routes in the twin before production promotion.

Input signal
  candidate route, simulated domain state
Output artifact
  shadow outcome prediction
Verifier
  Shadow/Production Gap Court

Verification

### Verifier Coverage Allocation

Allocates verifier courts to high-risk and high-value routes.

Input signal
  risk, value, novelty, incident history
Output artifact
  coverage plan
Verifier
  Verifier Capacity Court

Safety

### Policy Violation Detection

Rejects candidate routes that violate policy, access, or disclosure constraints.

Input signal
  policy constraints, permission boundary, route plan
Output artifact
  allow / reject verdict
Verifier
  Policy Violation Court

Open full Skills Used display
Public boundary: Benchmark-capital-equivalent values are not live revenue, customer results, financial guarantees, legal advice, audit certification, policy advice, token advice, medical advice, or proof of achieved superintelligence.