itsmostafa/aws-agent-skills

AWS Skills for Agents

License:MITLanguage:Python946417
agent-skillsagentic-aiawsclaude-codeclaude-skillscodexcoding-agents

Deep Analysis

AWS Agent Skills provides Claude Code with deep cloud engineering expertise for 18 core AWS services.

Recommended

Core Features

Covers IAM, Lambda, DynamoDB, S3, API Gateway, and more

Pre-compiled LLM-optimized AWS knowledge base supporting inference-first approach

Weekly automatic checks for AWS documentation updates to ensure content synchronization

Provides core concepts, CLI reference, best practices, and troubleshooting

Technical Implementation

Architecture:Localized knowledge base architecture based on Skill.md templates with metadata tracking for update management
Execution Flow:

Key Components:
Python
Skill.md
Metadata Tracking
Highlights
  • More efficient than MCP: Avoids streaming large documents
  • 18 AWS services covered: Comprehensive coverage from basic to advanced features
  • Real-world patterns and best practices: Includes edge case guidance from actual scenarios
  • Automated maintenance mechanism: Periodic updates ensure skills stay synchronized with AWS service changes
Use Cases
  • IAM policy creation and cross-account access permission management
  • Lambda function development, trigger configuration, and timeout debugging
  • CloudFormation infrastructure code writing and ECS Fargate service deployment
  • EventBridge rule configuration, S3-triggered Lambda, DynamoDB table design optimization
Tech Stack
PythonClaude CodeCodex CLIAWS SDKCloudFormation

AWS Agent Skills

License: MIT
Claude Code
Last Commit
GitHub Stars

Supercharge Claude Code with AWS cloud engineering skills across 18 core AWS services.

🚀 Why AWS Agent Skills?

Developing AWS solutions is complex spanning IAM, compute, storage, security, serverless, networking, and more.

AWS Agent Skills equips Claude Code (and Codex) with deep expertise across 18 AWS domains, enabling automated cloud engineering support from IaC templates to debugging guidance and security best practices.

Automatically checks AWS documentation for updates on a weekly basis to ensure skills stay current with AWS service changes.

Why not just use an MCP?

AWS MCP is great for live docs and API calls, but AWS Agent Skills is designed for reasoning first.
It gives AI Agents a curated, LLM-optimized AWS knowledge base with real-world patterns, edge cases, and best practices, without streaming large docs or schemas.
Because the skills are local and pre compressed, it is far more token efficient, keeps the context window small and predictable, and avoids MCP infrastructure, latency, and expanded credential exposure.

Installation

Claude Code

From Marketplace

# Add the marketplace
/plugin marketplace add itsmostafa/aws-agent-skills

# Install the plugin
/plugin install aws-agent-skills

From GitHub

/plugin install https://github.com/itsmostafa/aws-agent-skills

Local Development

/plugin install ./path/to/aws-agent-skills

Codex CLI

$skill-installer install https://github.com/itsmostafa/aws-agent-skills/<skill-name>

For example, to install the rlhf skill:

$skill-installer install https://github.com/itsmostafa/aws-agent-skills/rlhf

Available Skills

Skill Description
iam Identity and Access Management - users, roles, policies, permissions
lambda Serverless functions - deployment, triggers, debugging
dynamodb NoSQL database - table design, queries, indexes
s3 Object storage - buckets, objects, security, lifecycle
api-gateway REST and HTTP APIs - integrations, authorization
ec2 Virtual machines - instances, AMIs, networking
ecs Container orchestration - clusters, services, tasks
eks Kubernetes - clusters, node groups, IRSA
cloudformation Infrastructure as Code - templates, stacks, drift
cloudwatch Monitoring - logs, metrics, alarms, dashboards
rds Relational databases - instances, backups, replication
sqs Message queues - standard, FIFO, dead-letter queues
sns Notifications - topics, subscriptions, filtering
cognito User authentication - user pools, identity pools, OAuth
step-functions Workflow orchestration - state machines, error handling
secrets-manager Secret storage - rotation, versioning, RDS integration
eventbridge Event bus - rules, patterns, cross-account events
bedrock Foundation models - inference, RAG, custom models

Usage Examples

IAM Policy Creation

Ask Claude to help with IAM:

  • "Create an IAM policy for Lambda to access DynamoDB"
  • "Set up cross-account access for S3"
  • "Debug this access denied error"

Lambda Development

  • "Create a Python Lambda function triggered by S3"
  • "Debug my Lambda timeout issues"
  • "Set up Lambda with VPC access"

Infrastructure as Code

  • "Write a CloudFormation template for a serverless API"
  • "Create an ECS Fargate service with load balancer"
  • "Set up EventBridge rules for scheduled tasks"

Skill Structure

Each skill contains:

  • SKILL.md - Core concepts, patterns, CLI reference, best practices, troubleshooting
  • Supplementary files - Deep dives into specific topics

Skills include metadata showing when content was last updated, so you always know how current the information is.

Contributing

  1. Fork this repository
  2. Create a feature branch
  3. Add or update skills following the SKILL.md template
  4. Submit a pull request

SKILL.md Template

---
name: service-name
description: Service description. Use when <trigger phrases>.
---

# AWS Service Name

## Overview
## Core Concepts
## Common Patterns
## CLI Reference
## Best Practices
## Troubleshooting
## References

License

MIT License - see LICENSE for details.

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