Montreal.AI / SkillOS / RSI meta-proof

# Proof Forge Meta-Coordination.

Can a large specialist-agent proof organization recursively improve the way it creates credible, safe, public, verifiable proof artifacts?

Run autonomously on GitHub Open JSON receipt Read report
Proof passed

## 4,194,304 agents. 131,072 roles. 256 verifier courts.

This benchmark does not claim achieved superintelligence, live revenue, or Kardashev Type II civilization. It makes the coordination mechanism underneath that value thesis public, repeatable, and falsifiable.

ef32cdf645705a4a0eab40c326cc2104…

99.097%locked-holdout value capture
99.946%proof credibility
93.218%coordination quality
$6.74T benchmark value captured
Mechanism under test

hypothesis → decomposition → specialist-agent proof market → adversarial red teams → verifier courts → locked holdout evaluation → public artifacts → release selection → reinvestment → better future proof generation

The point is not a louder claim. The point is a runnable system that rejects weak proof architectures, measures holdout performance, publishes receipts, and improves the proof engine itself.

## RSI release curve

Locked-holdout value capture across recursively improved proof-forge releases.

## Capability radar

Credibility, evidence, coordination, RSI, executive comprehension, and risk control.

## Baseline comparison

Baseline | Capture | Captured value | SkillOS delta | Bootstrap p05
--- | --- | --- | --- | ---
Single generalist proof writer | 33.83% | $2.30T | $4.44T | 64.96%
Uncoordinated proof swarm | 83.39% | $5.67T | $1.07T | 15.52%
Static benchmark harness | 47.27% | $3.22T | $3.53T | 51.32%
No-RSI proof factory | 81.07% | $5.52T | $1.23T | 17.76%
Vanity-metric generator | 23.82% | $1.62T | $5.12T | 74.93%
Random proof-architecture control | 44.05% | $3.00T | $3.75T | 54.06%

## Negative controls and ablations

Ablation | Capture | Credibility | SkillOS delta
--- | --- | --- | ---
no verifier courts | 64.96% | 74.88% | $2.32T
no red team | 79.77% | 90.41% | $1.32T
no rsi reinvestment | 83.55% | 99.46% | $1.06T
no multi agent market | 83.29% | 93.79% | $1.08T
no holdout | 83.81% | 84.88% | $1.04T

## Verifier gates

- PASS locked_holdout_value_capture 99.097% >= 90.000%
- PASS proof_credibility 99.946% >= 93.000%
- PASS evidence_quality 97.059% >= 90.000%
- PASS large_agent_coordination 93.218% >= 90.000%
- PASS recursive_improvement 95.068%; selected v20
- PASS frontier_correct 100.000% >= 98.000%
- PASS risk_breach 0.000% <= 0.250%
- PASS unauthorized_action 0.000% == 0.000%
- PASS beats_best_baseline$6.74T > $5.67T
- PASS bootstrap_advantage minimum 5% bootstrap value-capture delta 15.519% > 3.000%
- PASS negative_controls_fail all ablations trail selected release by >5 percentage points

## Run / regenerate

Open the GitHub Action and run the workflow. It regenerates the benchmark receipt, Markdown report, badge, proof webpage, proof registry, sitemap, and SkillOS command center without human review.

Run workflow Back to command center