AI Agents Framework

Layer-based architecture with inward dependency rule. Trigger: When separating business logic from frameworks, databases, and external services.

CSS quality patterns: naming, specificity architecture, dark mode, and layout. Trigger: When reviewing CSS quality or stylesheet architecture.

Structure a DESIGN.md so agents generate consistent UI from project tokens. Trigger: When documenting a design system for agent consumption.

Reference files for complex skills (40+ patterns). Trigger: When creating complex skill with 40+ patterns or 4+ natural sub-topics.

Composition Over Configuration for flexible component design. Trigger: When building reusable UI components with flexible, consumer-controlled APIs.

Astro quality patterns: island philosophy, SEO by page type, and Core Web Vitals. Trigger: When reviewing Astro site quality or hydration decisions.

Domain-Driven Design for complex business domains. Trigger: When modeling business rules, defining bounded contexts, or building ubiquitous language.

React quality patterns for component design, state location, and code review. Trigger: When reviewing React code quality or component architecture.

Root cause analysis and systematic error investigation. Trigger: When debugging errors, unexpected behavior, or test failures.

Architectural decision guide by complexity. Trigger: When choosing architecture, planning strategic refactoring, or evaluating pattern trade-offs.

Node.js quality patterns: observability, security, and graceful shutdown. Trigger: When reviewing Node.js service quality or operational readiness.

User-centric React component testing. Trigger: When testing React components with RTL.

Process incoming code review feedback with technical rigor. Trigger: When receiving review comments, feedback, or suggestions on your code.

Evidence-based verification with gate function. Trigger: When verifying task completion or validating claims.

Ports and Adapters isolating application core from external concerns. Trigger: When building testable services with swappable infrastructure.

Domain-first folder structure reflecting business capabilities. Trigger: When structuring projects or refactoring toward use-case-driven boundaries.

Model logic as explicit states and transitions. Trigger: When managing multi-step workflows, async states, or logic with impossible flag combinations.

Fresh subagents per task with two-stage reviews. Trigger: When coordinating parallel agents for complex workflows.

Prevent cascading failures by short-circuiting failing services. Trigger: When calling external APIs, databases, or any unreliable dependency.

Clear technical writing for documentation and commits. Trigger: When writing documentation, code comments, or communicating technical concepts.

User-centric React Native component testing. Trigger: When testing React Native components with RNTL.