Agent skill · AI & Agents

architecture-health

Diagnose cognitive architecture health — synapse integrity, memory balance, connection density, and drift detection

majiayu000github.com/majiayu000GitHub ↗
claude-codeMIT
Install
npx skills add majiayu000/claude-skill-registry --skill architecture-health-fabioc-aloha-youtube-mcp-vscode --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 2
SKILL.md size: 4 KB
Bundled scripts: none
Path: skills/analysis/architecture-health-fabioc-aloha-youtube-mcp-vscode/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 534
Language: HTML

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# Architecture Health Skill > Diagnose, don't describe. Every metric has a threshold. Every finding has a fix. ## Health Dimensions | 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| Inheritance Consistency | Synapses.json matches catalog labels | 100% | Any mismatch | — | | Staleness | Skills with outdated content | 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% | ## Diagnostic Patterns ### Synapse Integrity Check 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, a

What's inside
Steps it walks through
  1. Health Dimensions
  2. Diagnostic Patterns
  3. Synapse Integrity Check
  4. Connection Density Analysis
  5. Memory Balance Assessment
  6. Drift Detection
  7. Health Report Template
  8. Relationship to Other Systems
  9. Triggers
  10. Synapses
Ships with 1 file
  • metadata.json
More from claude-skill-registry
All skills →
About this skill
What does the architecture-health skill do?

Diagnose cognitive architecture health — synapse integrity, memory balance, connection density, and drift detection

How do I install it?

Run `npx skills add majiayu000/claude-skill-registry --skill architecture-health-fabioc-aloha-youtube-mcp-vscode --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going