Architecture Audit

SkillAI & models

Audit structural debt, logic leakage, and monolithic components across Web, Mobile, and Backend codebases. Use when reviewing architecture, assessing tech debt, detecting logic in wrong layers, or identifying God classes.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Architecture Audit skill

What this skill tells your AI

The instructions your AI receives, as published by hoangnguyen0403/agent-skills-standard in skills/common/common-architecture-audit/SKILL.md and read by ahel’s review.

Priority: P1 (HIGH)

1. Discover Structural Duplication

Identify split sources of truth by searching for redundant directory patterns.

  • Compare Service.ts vs ServiceNew.ts vs ServiceV2.ts.
  • Check for /v1, /v2 or "Refactor" folders.

See implementation examples for detection scripts.

2. Detect Logic Leakage (by Ecosystem)

Find business logic trapped in wrong layer.

  • Web (React/Next.js/Vue): grep -rE "useEffect|useState|useMemo" components --include="*.tsx" | wc -l — if components/ hook count > 20x hooks/ folder, architecture monolithic.
  • Mobile (Flutter/React Native): grep -rE "http\.|dio\.|socket\." lib/widgets --include="*.dart" | wc -l — I/O or state mutation > 5 lines in build() High Debt.
  • Backend (NestJS/Go/Spring): grep -rE "Repository\.|Query\.|db\." src/controllers --include="*.ts" | wc -l — Controllers must only handle request parsing and response formatting.

3. Identify Monoliths

Flag massive files violating Single Responsibility Principle.

  • UI: > 500 lines (Medium), > 1,000 lines (Critical).
  • Backend Services: > 1,500 lines indicates "God Class".

See implementation examples for monolith detection scripts.

4. Audit Resource Performance

Check for large metadata or constants impacting IDE performance and binary size.

  • Resources > 1,000 lines require granulation.

See implementation examples for resource audit scripts.

Scoring Impact

  • Layer Violation: -15 per business logic instance in UI/Controller layer.
  • Structural Fragmentation: -10 per duplicated legacy entity.
  • Monoliths: -10 per unit > 1,000 lines.

Anti-Patterns

  • No applying generic patterns over project-specific rules: Respect existing architecture constraints.
  • No ignoring error handling or edge cases: Audit must cover boundary conditions.

References

Signals

GitHub stars
565
Forks
164
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
common-architecture-audit
Source
github.com/hoangnguyen0403/agent-skills-standard