moai-team-llc/agentic-product-standard
14 skills
$npx skills add moai-team-llc/agentic-product-standardSkillInstalls
agent-builderBuild, implement, review, or harden a SINGLE production-grade agent — its contract, schemas, tools and permission tiers, durable state, guardrails, traces, and…agentic-product-architectMaster skill for building production-grade agentic products — software systems where part of the process is dynamically directed by LLMs within deterministic…antipatterns-reviewReview existing agentic code, designs, or plans through the lens of the 17 canonical antipatterns. Diagnose what's likely to fail in production.architecture-designDesign the architecture of an agentic product — choose the autonomy level (L0–L4), compose solutions from the 5 canonical patterns (prompt chaining, routing,…context-engineeringEngineer what goes into the LLM context window — system prompts, retrieved docs, tool schemas, conversation history, memory, examples.durable-executionMake agents survive crashes, timeouts, restarts, and human waits — using Temporal, Inngest, Restate, or LangGraph's checkpointer.eval-driven-devBuild the evaluation discipline that separates production agentic products from demos — error analysis on real traces, the three-level eval pyramid (code…framework-selectionChoose the right agentic framework — LangGraph, OpenAI Agents SDK, Claude Agent SDK, CrewAI, Pydantic AI, AutoGen/AG2, LlamaIndex Workflows, Semantic Kernel,…harness-engineeringDesign the harness — the 8-layer scaffolding around the LLM loop that makes agents reliable.memory-architectureChoose and design long-term memory for agents — Mem0, Zep, Letta (MemGPT), LangMem, files-in-repo, or AgenticMind (the auditable, self-improving, MCP-native…production-readinessAudit an agentic product against the 24-point Definition of Done before launch.reference-stackThe AgenticProduct paved road — how to stand up and wire the family's reference implementations so each surface of the standard is satisfied out of the box.tenant-isolationDesign tenant isolation for a multi-tenant agentic product so one customer can never read, retrieve, remember, or be billed for another's data.tool-design-mcpDesign tools for agents — function/tool definitions, MCP (Model Context Protocol) servers, tool routing when there are many tools, structured outputs, and the…