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 ptsquality 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