MONTREAL.AI / SKILLOS

# Autonomous Market-Readiness Proof

100% autonomous GitHub Actions proof. No human review. No emails sent. No customers contacted. No private data. No API keys.

Current status
PASSED_AUTONOMOUS_MARKET_READINESS_PROOF

This is a reference workflow proof of autonomous readiness, not audited customer ROI or live customer market proof.

+45.8 pts quality gain
86.9%edit-time reduction
86.8%cost reduction
0.0%SkillOS hallucination rate

## Before / after on holdout examples

Metric | Baseline | SkillOS
--- | --- | ---
Quality score | 49.2 | 95
Accepted rate | 0.0% | 100.0%
Edit minutes/job | 6.09 | 0.8
Cost/job | $7.6 | $1.0
Hallucination rate | 15.0% | 0.0%

## Learned skill rules

- Put the agreed next step in the first three lines.
- Include the buyer's main pain in the recap.
- Never add commitments, approvals, budgets, or launch dates not present in the call notes.
- Replace generic filler with a concise, specific recap.
- End with a clear confirmation question tied to the next step.
- Keep the draft under 140 words unless the user asks for more detail.

## Proof gates

- ✅ no human review required
- ✅ no emails sent
- ✅ no customers contacted
- ✅ no private data used
- ✅ no api keys required
- ✅ deterministic reproducible benchmark
- ✅ train examples at least 20
- ✅ holdout examples at least 50
- ✅ learned rules created
- ✅ quality gain at least 20 points
- ✅ accepted rate lift at least 50 points
- ✅ edit time reduction at least 50 percent
- ✅ cost reduction at least 50 percent
- ✅ hallucination rate after skillos is zero

Boundary: This proof is fully autonomous and reproducible. It does not use real customer data and does not claim audited customer ROI, investment value, or guaranteed outcomes.

Run in GitHub Actions Markdown report JSON proof