majiayu000 Dream State Automation Skill
Expert in automated neural maintenance, synapse validation, health diagnostics, and unconscious cognitive processing.
Capabilities
- Execute automated synapse validation across all memory files
- Detect and repair broken connections using consolidation mappings
- Generate comprehensive health reports with network statistics
- Synchronize with Global Knowledge repository
- Provide real-time progress feedback during maintenance
- Classify network health (HEALTHY vs ATTENTION REQUIRED)
When to Use This Skill
- User asks to "dream" or run "neural maintenance"
- After file reorganizations that may break synapse references
- Regular weekly health checks
- Before major meditation sessions (clear cognitive overhead)
- After domain learning to validate new connections
- When architecture health is uncertain before SSO planning
Core Concepts
6-Phase Dream Protocol
| Phase | Function | Output |
|---|---|---|
| 1. Discovery | Scan .github/ for all memory files |
File inventory |
| 2. Validation | Parse and verify all embedded synapses | Broken connection list |
| 3. Repair | Auto-fix using consolidation mappings | Repair log |
| 4. GK Sync | Synchronize with Global Knowledge repo | Sync status |
| 5. Reporting | Generate health report with statistics | Markdown report |
| 6. Display | Show results and open report | VS Code notification |
Health Metrics
| Metric | Description | Healthy Threshold |
|---|---|---|
| Total Memory Files | All .md files in architecture |
Tracked, not thresholded |
| Total Synapses | All embedded connections | Tracked, not thresholded |
| Broken Connections | Synapses pointing to non-existent files | 0 |
| Repaired Connections | Fixed by consolidation mappings | Informational |
Consolidation Mappings
Deprecated-to-current file resolution for automatic repair:
- Renamed files → current names
- Merged files → unified equivalents
- Split files → appropriate successors
Dream vs Meditation Distinction
| Aspect | Dream | Meditation |
|---|---|---|
| Mode | Unconscious, automated | Conscious, manual |
| Focus | Maintenance, diagnostics | Knowledge consolidation |
| Creates files? | Reports only | Memory files + synapses |
| Activation | VS Code command | User-requested |
| Analogy | REM sleep | Contemplative meditation |
Quality Principles
- Non-destructive: Never deletes memory files
- Reversible: All changes tracked and reviewable
- Conservative: Prioritizes system stability
- Comprehensive: Reports on entire architecture
- Safe: Creates repair history for audit trails
Example Prompts
- "Run neural maintenance"
- "Check architecture health"
- "Are my synapses healthy?"
- "Dream — validate connections"
Input Expectations
- No input required (zero-configuration)
- Optional: specific file or folder to focus on
Output Format
- Health report in
.github/episodic/dream-report-*.md - Summary statistics (files, synapses, broken, repaired)
- Recommendations for manual fixes if needed
- Network health status: HEALTHY or ATTENTION REQUIRED