This skill should be used when the user asks about libraries, frameworks, API references, or needs code examples. Activates for setup questions, code generation involving libraries, or mentions of specific frameworks like React, Vue, Next.js, Prisma, Supabase, etc.
Facilitate structured design critiques with clear feedback frameworks and actionable outcomes.
Solve problems using knowledge base insights - extracts search terms, runs parallel KB queries, synthesizes advice grounded in your own frameworks
Help migrate LLM training code from verl, TRL, or similar frameworks to MinT
Apply Clean Architecture with four concentric layers (Entities, Use Cases, Interface Adapters, Frameworks & Drivers). Use when creating docs/architecture.md, designing new modules, or restructuring code with proper dependency direction. Make sure to use this skill whenever the user discusses layer boundaries, dependency direction, where to put new code, separating business logic from frameworks, or organizing project directory structure around architectural layers.
This skill should be used when the user asks about compliance frameworks, security controls, control families, document requirements, FedRAMP, NIST 800-53, NIST 800-171, CMMC, or wants to perform a compliance gap analysis, generate compliance artifacts, map controls across frameworks, or check what documents are needed for certification. Trigger phrases include "list frameworks", "show controls", "what documents do I need", "compliance check", "control requirements", "gap analysis", and "audit my code".