sickn33/agent-memory-systems

A memória é a base dos agentes inteligentes. Sem ela, cada interação começa do zero. Esta habilidade cobre a arquitetura de memória de agentes: curto prazo (janela de contexto), longo prazo (armazenamentos vetoriais) e as arquiteturas cognitivas que as organizam.

O que é agent-memory-systems?

Esta habilidade, 'sickn33/agent-memory-systems', explora os fundamentos da memória em agentes de IA, um componente crucial para interações contínuas e contextuais. Ela explica a diferença entre memória de curto prazo (janela de contexto), que mantém o estado imediato da conversa, e memória de longo prazo (armazenamentos vetoriais), que permite que o agente recupere informações passadas relevantes. Além disso, a habilidade aborda arquiteturas cognitivas que organizam esses tipos de memória, como hierarquias e sistemas de recuperação, essenciais para construir agentes que aprendem e se adaptam ao longo do tempo. Útil para desenvolvedores que trabalham com ferramentas como Claude Code, Cursor e Codex, este conteúdo fornece uma base teórica e prática para implementar sistemas de memória robustos em agentes de IA.

Funciona com~Claude Code~Codex CLI~Cursor
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Documentação

O que agent-memory-systems faz?

A memória é a base dos agentes inteligentes. Sem ela, cada interação começa do zero. Esta habilidade cobre a arquitetura de memória de agentes: curto prazo (janela de contexto), longo prazo (armazenamentos vetoriais) e as arquiteturas cognitivas que as organizam.

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

sickn33/3d-web-experience

Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing depth to web experiences.

sickn33/agent-memory-mcp

A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).

sickn33/ai-agents-architect

Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration.

sickn33/api-documentation-generator

Generate comprehensive, developer-friendly API documentation from code, including endpoints, parameters, examples, and best practices

sickn33/api-patterns

API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.

sickn33/api-security-best-practices

Implement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common API vulnerabilities

sickn33/app-store-optimization

Complete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play Store

sickn33/architecture

Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design.

sickn33/audio-transcriber

Transform audio recordings into professional Markdown documentation with intelligent summaries using LLM integration

sickn33/aws-serverless

Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patterns, SAM/CDK deployment, and cold start optimization.

sickn33/backend-architect

Expert backend architect specializing in scalable API design, microservices architecture, and distributed systems.

sickn33/backend-dev-guidelines

You are a senior backend engineer operating production-grade services under strict architectural and reliability constraints. Use when routes, controllers, services, repositories, express middleware, or prisma database access.

sickn33/bash-linux

Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems.

sickn33/bash-scripting

Bash scripting workflow for creating production-ready shell scripts with defensive patterns, error handling, and testing.

sickn33/brainstorming

Use before creative or constructive work (features, architecture, behavior). Transforms vague ideas into validated designs through disciplined reasoning and collaboration.

sickn33/browser-automation

Browser automation powers web testing, scraping, and AI agent interactions. The difference between a flaky script and a reliable system comes down to understanding selectors, waiting strategies, and anti-detection patterns.

sickn33/browser-extension-builder

Expert in building browser extensions that solve real problems - Chrome, Firefox, and cross-browser extensions. Covers extension architecture, manifest v3, content scripts, popup UIs, monetization strategies, and Chrome Web Store publishing.

sickn33/bullmq-specialist

BullMQ expert for Redis-backed job queues, background processing, and reliable async execution in Node.js/TypeScript applications.

sickn33/bun-development

Fast, modern JavaScript/TypeScript development with the Bun runtime, inspired by [oven-sh/bun](https://github.com/oven-sh/bun).

sickn33/cc-skill-security-review

This skill ensures all code follows security best practices and identifies potential vulnerabilities. Use when implementing authentication or authorization, handling user input or file uploads, or creating new API endpoints.

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