aws avatar

Amazon Elasticache

This is a well-architected routing system that matches your caching question to one of five focused sub-skills: figuring out if you need ElastiCache at all, provisioning and connecting a cluster, picking the right data structures for sessions or rate limiting, wiring up semantic caching or vector search for AI workloads, or diagnosing why your cache is slow or expensive. It reads and writes state to a shared requirements.json file so each sub-skill picks up where the last one left off. The genai module is opinionated: it forces Valkey 8.2+ when you need server-side vector similarity. If you've been copy-pasting ElastiCache examples without understanding the tradeoffs, this will walk you through the decision tree instead.

skills.sh installs
5.9K
GitHub stars
3.4K
last updated
Aug 21, 2026

Install

$ npx -y skills add aws/agent-toolkit-for-aws --skill amazon-elasticache --agent claude-code

Installs into .claude/skills of the current project.

Files

ElastiCache

A modular ElastiCache toolkit organized as a registry of sub-skills. Each sub-skill handles one domain of ElastiCache work. The router below matches user intent to the right sub-skill, then loads only the references needed for that sub-skill.

How this skill works

Sponsors

Details

Repository
github.com/aws/agent-toolkit-for-aws
Categories
Backend & APIs, Security, DevOps & CI/CD, AI & Agent Building, Data Science & ML, Debugging, Automation & Workflows, Cloud & Infrastructure, Databases
First seen
Jul 14, 2026

More from aws/agent-toolkit-for-aws

All 56
1vintasoftware avatardjango-expertvintasoftware/django-ai-pluginsExpert Django backend development guidance. Use when creating Django models, views, serializers, or APIs; debugging ORM queries or migrations; optimizing databa5.9Kskills.sh installs
2forcedotcom avataragentforce-architecture-analyzeforcedotcom/sf-skillsDeclared architecture snapshot for one Agentforce agent: planner, topics, actions, flows, Apex, prompt templates, and NGA plugins. Renders a human-readable arch5.9Kskills.sh installs
3github avatarsecurity-reviewgithub/awesome-copilotAI-powered codebase security scanner that reasons about code like a security researcher — tracing data flows, understanding component interactions, and catching5.8Kskills.sh installs
4affaan-m avatarai-regression-testingaffaan-m/eccRegression testing strategies for AI-assisted development. Sandbox-mode API testing without database dependencies, automated bug-check workflows, and patterns t5.7Kskills.sh installs
5affaan-m avatardocumentation-lookupaffaan-m/eccUse up-to-date library and framework docs via Context7 MCP instead of training data. Activates for setup questions, API references, code examples, or when the u5.7Kskills.sh installs
6wondelai avatarhigh-perf-browserwondelai/skillsOptimize web performance through network protocols, resource loading, and browser rendering internals. Use when the user mentions "my site is slow", "Core Web V5.5Kskills.sh installs