Use this skill when building AI agents, designing multi-agent systems, integrating LLMs into applications, building RAG pipelines, working with vector databases, implementing MCP servers, or designing agent communication and orchestration patterns. Trigger on keywords like: agent, LLM, RAG, embeddings, vector DB, orchestration, tool use, memory, intent clarification, MCP, LangChain, LangGraph, CrewAI, AutoGen, Microsoft Agent Framework.
Use this skill when using AI to learn new technologies, navigate unfamiliar codebases, do interview prep, identify skill gaps, or build a personal learning system. Also use when helping someone learn rather than just doing the work for them. Trigger on keywords: learn, learning, understand, explain, teach me, how does X work, unfamiliar codebase, interview prep, skill gap, study, tutorial.
Use this skill when designing how an AI agent should communicate with developers — intent clarification, progress reporting, ambiguity handling, confirmation before irreversible actions, error communication, self-correction, task tracking, and plan mode. Also use when building agent UX or defining agent behavior rules. Trigger on keywords: agent communication, intent clarification, plan mode, agent behavior, task tracking, confirmation, agent UX, agentic workflow, agent protocol.
Use this skill when designing or reviewing APIs — REST, GraphQL, tRPC, or gRPC. Trigger on keywords: API design, REST, GraphQL, tRPC, gRPC, endpoint, schema, route, OpenAPI, Swagger, API versioning, pagination, API contract, HTTP methods.
Use this skill for backend development — server logic, authentication, microservices, serverless functions, middleware, background jobs, caching strategies, and backend architecture patterns. Trigger on keywords: backend, server, API endpoint, middleware, authentication, authorization, microservice, serverless, background job, queue, caching, session.
Use this skill for career planning, goal setting, skill gap analysis, promotion preparation, or thinking through your growth as a developer. Trigger on keywords: career, growth, promotion, goals, career path, senior developer, level up, skills to learn, career plan, next steps.
Use this skill when communicating with clients, freelance customers, or external stakeholders — scoping projects, setting expectations, handling scope creep, delivering bad news, or managing feedback. Trigger on keywords: client, freelance, customer communication, scope, project scoping, client feedback, scope creep, client email, proposal.
Use this skill when writing code comments, explaining code decisions, documenting the "why" behind implementation choices, or narrating technical reasoning in PRs or architecture docs. Trigger on keywords: explain this code, why did you write it this way, add comments, document this, write inline comments, explain my decision.