1. Current State: Verified Framework
Status
- Baseline environment validated
- Integrity Gate v1.0 passed
- All dependencies installed
Artifacts
- Clarity Core framework
- Health-check scripts (0 errors)
- Repository integrity confirmed
Implementation Phases
2. Integration
- Embed as cognitive-regulation kernel
- Link sensor inputs to pipeline
- Route through meta_cog_engine()
3. Synchronization
- Dynamic time-warping alignment
- Synchronization index ≥ 0.95
- Lyapunov stability
4. Validation
- Human-centered testing
- Capture telemetry
- ISO 9241-210 compliance
Function Summary
| Domain |
Function |
Observable Output |
| Control Theory |
Closed-loop feedback regulation |
Steady-state equilibrium within ± ε |
| Cognitive Science |
Metacognitive monitoring & self-correction |
Adaptive reasoning feedback |
| Human-Factors |
Empathy-weighted user response |
Improved user engagement |