원클릭으로
architecture-health
Diagnose cognitive architecture health — synapse integrity, memory balance, connection density, and drift detection
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
메뉴
Diagnose cognitive architecture health — synapse integrity, memory balance, connection density, and drift detection
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Defense-in-depth, PII protection, secrets scanning, and secure packaging for distributed software
Systematic testing for confidence without over-testing — the right test at the right level
Generate consistent visual character references across multiple scenarios using Flux and nano-banana-pro on Replicate
Create professional ultra-wide cinematic banners for GitHub READMEs using Flux and Ideogram models with typography options
Generate professional presentations using the Gamma API with expert storytelling consulting based on Duarte methodology.
Intelligent project persona identification using priority chain detection with LLM and heuristic fallback
| name | architecture-health |
| description | Diagnose cognitive architecture health — synapse integrity, memory balance, connection density, and drift detection |
| applyTo | **/*synapse*,**/*health*,**/*connection*,**/*architecture* |
Diagnose, don't describe. Every metric has a threshold. Every finding has a fix.
| Dimension | What It Measures | Healthy | Warning | Critical |
|---|---|---|---|---|
| Synapse Integrity | % of connections targeting existing files | 100% | 95-99% | <95% |
| Connection Density | Avg connections per skill | 3-6 | 1-2 | 0 |
| Bidirectional Coverage | % of connections with reciprocal entries | >80% | 50-80% | <50% |
| Memory Balance | Ratio of procedural:episodic:declarative | ~1:1:4 | Skewed 3:1 | Missing category |
| Schema Compliance | Skills with valid synapses.json | 100% | 95-99% | <95% |
| Inheritance Consistency | Synapses.json matches catalog labels | 100% | Any mismatch | — |
| Staleness | Skills with outdated content | <5% | 5-15% | >15% |
Parse every synapses.json → extract connections[].target → verify file exists.
Common breakage causes: File renames, folder restructuring, consolidation merges.
Fix pattern: Check consolidation mappings in dream-state-automation.instructions.md for old→new file paths. If not mapped, add the mapping and re-run dream.
orphan = skill with 0 connections (isolated node)
hub = skill with 8+ connections (potential bottleneck)
leaf = skill with 1 connection (normal for specialized skills)
Healthy network: Most skills are leaves (1-3) with a few hubs (meditation, architecture-health, skill-activation). Orphans indicate missing integration.
| Memory Type | File Pattern | Ideal % | Purpose |
|---|---|---|---|
| Declarative | SKILL.md, copilot-instructions.md | ~60% | Domain knowledge |
| Procedural | .instructions.md | ~25% | Auto-loaded procedures |
| Episodic | .prompt.md | ~15% | Interactive workflows |
Imbalance signals:
| Drift Type | Signal | Resolution |
|---|---|---|
| Version drift | package.json version ≠ copilot-instructions.md version | Sync via release-preflight |
| Terminology drift | Old terms ("DK files") in active files | Grep + replace |
| Count drift | Hardcoded numbers stale by next session | Replace with references |
| Inheritance drift | Catalog says "master-only" but synapses.json says "inheritable" | Trust synapses.json |
## Architecture Health Report — [date]
### Summary: [HEALTHY | ATTENTION REQUIRED | CRITICAL]
| Dimension | Score | Status |
| --------- | ----- | ------ |
| Synapse Integrity | X/Y valid (Z%) | ✅/⚠️/🔴 |
| Connection Density | avg N.N | ✅/⚠️/🔴 |
| Memory Balance | P:E:D = X:Y:Z | ✅/⚠️/🔴 |
| Schema Compliance | X/Y valid | ✅/⚠️/🔴 |
### Issues Found
1. [Issue] → [Fix]
| System | Role |
|---|---|
| Dream (muscle: brain-qa.ps1) | Automated structural checks — the "X-ray" |
| Architecture Health (this) | Interpretation framework — the "radiologist" |
| Meditation | Consolidation after diagnosis — the "surgery" |
| Self-Actualization | Comprehensive assessment — the "full physical" |
Dream runs the scans. This skill teaches how to read and act on the results.
See synapses.json for connections.