Montreal.AI / SkillOS / AI-first blockchain RSI

AI-First Blockchain Capital Machine.

A reproducible GitHub Action proof that a large autonomous specialist-agent protocol organization can improve its own coordination layer — not by making a claim, but by passing locked holdout tests against single-agent, static DAO, uncoordinated swarm, no-RSI, and adversarial negative-control baselines.

Run proof on GitHub JSON receipt Report

Proof passed

262,144 agents. 8,192 roles. 96 councils. 2,048 locked holdout cases.

This proof is public, deterministic, and autonomous. It does not claim achieved superintelligence, live protocol revenue, token recommendations, investment advice, or Kardashev Type II civilization.

99.907%locked-holdout value capture

94.482%frontier-correct protocol decisions

0.000%risk breach rate

$8.41Bover no-RSI protocol organization

Kardashev-scale mechanism, public benchmark only capital → blockspace → validator security → MEV control → liquidity → bridges → oracles → governance → data availability → compute/energy → trust → settlement → validation → risk courts → reinvestment → compounding protocol capability

“A superintelligent machine would be of such immense value, with so much wealth accruing to any company that owned one, that it could allow us to reach Kardashev Type II civilization level.”

SkillOS does not assert the quote is achieved. It makes the blockchain capital machine underneath the quote testable: can autonomous RSI improve the mechanism that compounds protocol capability under risk constraints?

Recursive self-improvement release curve

Validation-gated releases are accepted only when they improve the coordination layer without violating risk gates.

Capability coordination radar

Measures coordinated capital allocation, validator security, MEV control, oracle/bridge integrity, settlement capacity, and reinvestment.

Baselines and negative controls

Baseline	Value capture	Correct	Risk breach
no rsi protocol organization	99.878%	93.018%	0.000%
single protocol strategist	99.745%	88.574%	0.000%
static dao committee	99.866%	92.383%	0.000%
uncoordinated agent swarm	99.816%	90.576%	0.000%

Control	Value capture	Risk breach	Result
random protocol control	72.781%	9.619%	failed, as expected
risk blind yield control	99.826%	0.000%	check
shuffled reward rsi	99.862%	0.000%	check

Pre-registered proof gates

accepted rsi releasesPASS
frontier correct ratePASS
gain vs no rsi p05PASS
gain vs static dao p05PASS
holdout value capturePASS
human review absentPASS
negative controls failPASS
risk breach ratePASS
unsafe action ratePASS

RSI release ledger

Version	Status	Validation	Holdout shadow	Risk	Skill update
v0	accepted	99.810%	99.825%	0.000%	bootstrap static protocol organization
v1	accepted	99.831%	99.842%	0.000%	MEV/risk court upgrade
v2	accepted	99.853%	99.858%	0.000%	oracle provenance compiler
v3	accepted	99.855%	99.871%	0.000%	capital-to-capability reinvestment scheduler
v4	accepted	99.870%	99.888%	0.000%	agent settlement mesh policy
v5	accepted	99.875%	99.892%	0.000%	bridge and validator loss firewall
v6	accepted	99.878%	99.898%	0.000%	DAO intent-to-execution quorum
v7	accepted	99.881%	99.903%	0.000%	role-market routing
v8	accepted	99.907%	99.907%	0.000%	MEV/risk court upgrade
v9	rejected	99.881%	99.899%	0.000%	oracle provenance compiler
v10	rejected	99.879%	99.896%	0.000%	capital-to-capability reinvestment scheduler
v11	rejected	99.877%	99.894%	0.000%	agent settlement mesh policy
v12	rejected	99.874%	99.893%	0.000%	bridge and validator loss firewall
v13	rejected	99.867%	99.894%	0.000%	DAO intent-to-execution quorum
v14	rejected	99.868%	99.893%	0.000%	role-market routing

Locked holdout receipts

locked_holdout-0000agent-native payment settlement

selected: AI-model usage settlement network

frontier: AI-model usage settlement network

100.000%

locked_holdout-0036agent-native payment settlement

selected: recursive capital-to-capability foundry

frontier: recursive capital-to-capability foundry

100.000%

locked_holdout-0072agent-native payment settlement

selected: recursive capital-to-capability foundry

frontier: AI-model usage settlement network

98.949%

locked_holdout-0108agent-native payment settlement

selected: recursive capital-to-capability foundry

frontier: recursive capital-to-capability foundry

100.000%

locked_holdout-0144agent-native payment settlement

selected: recursive capital-to-capability foundry

frontier: recursive capital-to-capability foundry

100.000%

locked_holdout-0180agent-native payment settlement

selected: AI-model usage settlement network

frontier: AI-model usage settlement network

100.000%

locked_holdout-0216agent-native payment settlement

selected: recursive capital-to-capability foundry

frontier: recursive capital-to-capability foundry

100.000%

locked_holdout-0252agent-native payment settlement

selected: recursive capital-to-capability foundry

frontier: recursive capital-to-capability foundry

100.000%

locked_holdout-0288agent-native payment settlement

selected: recursive capital-to-capability foundry

frontier: recursive capital-to-capability foundry

100.000%

locked_holdout-0324agent-native payment settlement

selected: AI-model usage settlement network

frontier: AI-model usage settlement network

100.000%

locked_holdout-0360agent-native payment settlement

selected: AI-model usage settlement network

frontier: AI-model usage settlement network

100.000%

locked_holdout-0396agent-native payment settlement

selected: recursive capital-to-capability foundry

frontier: recursive capital-to-capability foundry

100.000%

locked_holdout-0432agent-native payment settlement

selected: AI-model usage settlement network

frontier: AI-model usage settlement network

100.000%

locked_holdout-0468agent-native payment settlement

selected: recursive capital-to-capability foundry

frontier: recursive capital-to-capability foundry

100.000%

locked_holdout-0504agent-native payment settlement

selected: recursive capital-to-capability foundry

frontier: AI-model usage settlement network

99.667%

locked_holdout-0540agent-native payment settlement

selected: AI-model usage settlement network

frontier: AI-model usage settlement network

100.000%

locked_holdout-0576agent-native payment settlement

selected: AI-model usage settlement network

frontier: AI-model usage settlement network

100.000%

locked_holdout-0612agent-native payment settlement

selected: recursive capital-to-capability foundry

frontier: recursive capital-to-capability foundry

100.000%