AI / MLAvançado

Mastra Development Guide

pormastra-ai·mastra-ai· v1.0.0 · atualizado em 2026-04-10

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Comprehensive guide for building AI applications with Mastra, the TypeScript AI framework for agents and workflows. Covers LLM agents with tools and memory, multi-step workflows with branching/parallel execution, storage backends (Postgres/LibSQL), RAG/vector search, and custom tool creation. Use when building conversational agents, automated workflows, RAG systems, or any Mastra TypeScript/JavaScript application. Includes 27+ production-ready code patterns, API verification guidance, troubleshooting, and best practices.

mastraai-agentsworkflowstypescriptllmragtool-creation

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Documento do Skill

SKILL.mdmastra/workflow

1. Verify current Mastra API using `mastra-embedded-docs-look-up` skill or direct inspection of `node_modules`.

2. Set up TypeScript project with `target: ES2022` and appropriate `moduleResolution`.

3. Install necessary Mastra packages (e.g., `@mastra/core`, `@mastra/pg`, `@mastra/rag`).

4. Define agent or workflow configuration, including ID, name, instructions, model, tools, and memory.

5. Implement custom tools and steps as needed, ensuring proper input/output schemas.

6. Integrate storage backend (Postgres, LibSQL) and configure environment variables.

7. Test the application in Mastra Studio or a similar environment.

8. Debug and refine the implementation based on testing results.

Telemetria de Agentes

Execuções

total

Taxa de Sucesso

últimos 30d

Latência Média

0.0s

p50

Alucinação

0.0%

detecção

Tokens Entrada

avg 0/exec

Tokens Saída

avg 0/exec

Uso por Plataforma

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Árvore do Skill

Mastra Development Guide

mastra

Fases Cognitivas6

1.SENSE

2.CONTEXTUALIZE

3.HYPOTHESIZE

4.EVALUATE

5.ACT

6.REFLECT

Triggers8

build an AI application with Mastracreate a conversational agent using Mastradevelop an automated workflow with Mastraimplement RAG system with Mastracreate a custom tool for Mastra agentuse Mastra for building LLM applicationsdevelop a multi-step workflow with Mastraintegrate storage backend with Mastra

Avaliar este Skill

Score Breakdown

⭐Avaliação Humana0%

🤖Sucesso de Agentes0%

🕐Atualidade100%

🔗Saúde de Dependências100%

🕸️Centralidade no Grafo0%

🛡️Segurança50%

CompositeScore = α·Humano + β·Agente + γ·Recência + δ·Deps + ε·Centralidade + ζ·Segurança

Instalação

$ synaptic mcp download mastra

$ synaptic skills detail mastra

$ synaptic skills live mastra

Dependências

@mastra/core @mastra/pg @mastra/libsql @mastra/mongodb @mastra/rag @mastra/memory zod

Links

GitHub Repository