Claude 24f816b6a3
Consolidate 22 sibling repos into layered organism structure
Place useful parts of the surrounding repos into sica-fondt by layer, per the
body model (Ada = membrane; brain/endocrine/capabilities/knowledge non-Ada):

- brain/        LLM reasoning + providers (dapr, hermes, MoMoA)
- capabilities/ REPRAG sidecars: hermes tools/skills, dapr tools, parallel
                dispatch, A51 channels, and the OSINT cluster
- knowledge/    LORAG corpus: 754 cyber-skills, agency personas, secure-coding,
                MITRE ATT&CK data
- reference/    defensive threat-reference (C3, shhbruh doc) + AdaYaml parser

License handling: AGPL sources (worldosint, advanced_evolution, mercury,
Reticulum) and GPL DeTTECT are SPEC-only clean-room/port descriptions — no
copyleft code copied. MIT/Apache/data parts copied as working trees.

Safety: shhbruh escape/persistence material and C3 covert-C2 kept as reference
only, not wired into the running organism. See CONSOLIDATION.md.

https://claude.ai/code/session_01UehUqEXXJJCsHoA4voCU5c
2026-06-10 06:53:01 +00:00

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# API Reference: Role Mining for RBAC Optimization
## Input Format (CSV)
```csv
user,entitlement,system
john.doe,read_files,FileServer
john.doe,write_files,FileServer
jane.smith,read_files,FileServer
```
## Role Mining Algorithms
### Bottom-Up Mining
Finds exact permission sets shared by >= N users.
- Input: user-permission matrix
- Output: candidate roles with exact permission sets
- Parameter: `min_users` (default: 2)
### Top-Down Mining (Jaccard Clustering)
Groups users by permission similarity.
```
Jaccard(A, B) = |A ∩ B| / |A B|
```
- Threshold >= 0.8: strict similarity
- Threshold >= 0.6: moderate clustering
## Optimization Metrics
| Metric | Description |
|--------|-------------|
| Total Assignments | Sum of all user-permission pairs |
| Candidate Roles | Discovered role count |
| Role Coverage | Users assigned to candidate roles |
| Avg Permissions/User | Assignment density |
| Outlier Count | Users with unique permissions |
## SailPoint IdentityNow Role Mining API
```
POST https://{tenant}.api.identitynow.com/beta/role-mining-sessions
Authorization: Bearer TOKEN
{
"scope": {"included": {"identityIds": [...]}},
"minEntitlementPopularity": 2,
"pruneThreshold": 50
}
```
## SailPoint Role Mining Status
```
GET /beta/role-mining-sessions/{sessionId}
GET /beta/role-mining-sessions/{sessionId}/potential-roles
```
## CyberArk Identity Role Optimization
```
GET /Roles/GetRoleMembers?name={role}
POST /Roles/OptimizeRoles
{"minUsers": 3, "maxRoles": 50}
```
## NIST RBAC Model Levels
| Level | Description |
|-------|-------------|
| Core RBAC | Users, roles, permissions, sessions |
| Hierarchical | Role inheritance |
| Constrained | Separation of duty (SoD) |
| Symmetric | Permission-role review |