Agent skill

AWS Cloudformation Dynamodb

by giuseppe-trisciuoglio in giuseppe-trisciuoglio/developer-kit

Provides AWS CloudFormation patterns for DynamoDB tables, GSIs, LSIs, auto-scaling, and streams.

MITAuto-check: notesDatabases

Install AWS Cloudformation Dynamodb

skills CLI
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-cloudformation-dynamodb -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install giuseppe-trisciuoglio/developer-kit aws-cloudformation-dynamodb --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/giuseppe-trisciuoglio/developer-kit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/developer-kit-aws/skills/aws-cloudformation/aws-cloudformation-dynamodb .claude/skills/aws-cloudformation-dynamodb && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
aws-cloudformation-dynamodb
GitHub stars
357
Token cost
~2k tokens
SKILL.md length
595 words
Files
5 (incl. references)
Skills in repo
115
Repo updated
First seen
Licence
MIT

At a glance

Provides AWS CloudFormation patterns for DynamoDB tables, GSIs, LSIs, auto-scaling, and streams.

  • Works in 12 steps: Define Table Parameters: Specify table… → Configure Primary Key: Set partition key… → Add Secondary Indexes: Create GSIs for… → …
  • Creating DynamoDB tables with CloudFormation
  • SKILL.md covers Overview, When to Use, Instructions and Quick Reference, plus 7 more sections
  • Calls aws

What it does

AWS Cloudformation Dynamodb is an agent skill from giuseppe-trisciuoglio/developer-kit. Provides AWS CloudFormation patterns for DynamoDB tables, GSIs, LSIs, auto-scaling, and streams. Use when creating DynamoDB tables with CloudFormation, configuring primary keys, local/global secondary indexes, capacity modes (on-demand/provisioned), point-in-time recovery, encryption, TTL, and implementing template structure with Parameters, Outputs, Mappings, Conditions, cross-stack references.

Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including reference files (for example `references/advanced-configuration.md`, `references/complete-examples.md` and `references/examples.md`).

It sits in Databases, covering NoSQL databases and Infrastructure as code. It works with AWS CloudFormation, Amazon DynamoDB and Amazon Web Services. The repository describes itself as: Modular plugin marketplace for Claude Code and agentic CLIs, with validated, spec-driven skills, agents, commands, and workflows for Java, TypeScript, Python, PHP, AWS, and AI. The licence is MIT.

When your agent uses it

  • Creating DynamoDB tables with CloudFormation
  • Configuring primary keys
  • Local/global secondary indexes
  • Capacity modes (on-demand/provisioned)

Example prompts

  • “Use the aws-cloudformation-dynamodb skill to provide AWS CloudFormation patterns for DynamoDB tables, GSIs, LSIs, auto-scaling, and streams”
  • “/aws-cloudformation-dynamodb”

Requirements

  • Pre-approved tools (allowed-tools): Read, Write, Bash

Workflow steps

12 steps, taken from the first numbered list in SKILL.md.

  1. Define Table Parameters: Specify table name and billing mode
  2. Configure Primary Key: Set partition key and optional sort key
  3. Add Secondary Indexes: Create GSIs for alternative access patterns
  4. Configure Encryption: Enable encryption using KMS keys
  5. Set Up TTL: Define timestamp attribute for automatic deletion
  6. Enable Streams: Configure stream for change data capture
  7. Add Auto Scaling: Implement Application Auto Scaling for provisioned capacity
  8. Create Backup: Enable point-in-time recovery
  9. Validate Template: Run aws cloudformation validate-template before deployment
  10. Deploy Stack: Use aws cloudformation create-stack or update-stack
  11. Monitor Events: Check aws cloudformation describe-stack-events for failures or ROLLBACK status
  12. Handle Rollback: On failure, review events for resource errors, fix the template, and re-deploy

What it can do on your machine

Read from SKILL.md and the folder at commit fe73fb3. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Write
    • Bash

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • aws

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use aws, which can reach the network depending on how they are called.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

AWS Cloudformation Dynamodb loads about 2k tokens when it runs, and up to ~14k if it reads all its reference files. Until then it costs about 107 tokens; SKILL.md has 595 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~107
When it runs · the whole SKILL.md, loaded when a task matches
~2k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~14k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
    allowed-tools: Read, Write, Bash

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from giuseppe-trisciuoglio/developer-kit at commit fe73fb3, republished under its MIT licence (© giuseppe-trisciuoglio). 595 words, ~1,953 tokens.

Download SKILL.mdSave it as .claude/skills/aws-cloudformation-dynamodb/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.
name
aws-cloudformation-dynamodb
description
Provides AWS CloudFormation patterns for DynamoDB tables, GSIs, LSIs, auto-scaling, and streams. Use when creating DynamoDB tables with CloudFormation, configuring primary keys, local/global secondary indexes, capacity modes (on-demand/provisioned), point-in-time recovery, encryption, TTL, and implementing template structure with Parameters, Outputs, Mappings, Conditions, cross-stack references.
allowed-tools
Read, Write, Bash

AWS CloudFormation DynamoDB Patterns

Provides production-ready NoSQL database infrastructure patterns using AWS CloudFormation templates with DynamoDB tables, GSIs, LSIs, auto-scaling, encryption, TTL, and streams.

Overview

Covers DynamoDB tables, primary keys, secondary indexes (GSI/LSI), capacity modes, auto-scaling, encryption, TTL, streams, and best practices for parameters, outputs, and cross-stack references.

When to Use

Creating DynamoDB tables, configuring keys and indexes, setting capacity modes, implementing auto-scaling, enabling encryption/TTL/streams, and organizing CloudFormation templates.

Instructions

Follow these steps to create DynamoDB tables with CloudFormation:

  1. Define Table Parameters: Specify table name and billing mode
  2. Configure Primary Key: Set partition key and optional sort key
  3. Add Secondary Indexes: Create GSIs for alternative access patterns
  4. Configure Encryption: Enable encryption using KMS keys
  5. Set Up TTL: Define timestamp attribute for automatic deletion
  6. Enable Streams: Configure stream for change data capture
  7. Add Auto Scaling: Implement Application Auto Scaling for provisioned capacity
  8. Create Backup: Enable point-in-time recovery
  9. Validate Template: Run aws cloudformation validate-template before deployment
  10. Deploy Stack: Use aws cloudformation create-stack or update-stack
  11. Monitor Events: Check aws cloudformation describe-stack-events for failures or ROLLBACK status
  12. Handle Rollback: On failure, review events for resource errors, fix the template, and re-deploy

Quick Reference

Resource TypePurpose
AWS::DynamoDB::TableCreate DynamoDB table
AWS::ApplicationAutoScaling::ScalableTargetAuto scaling configuration
AWS::ApplicationAutoScaling::ScalingPolicyScaling policies
AWS::KMS::KeyKMS key for encryption
AWS::IAM::RoleIAM roles for auto scaling
BillingModePAY_PER_REQUEST or PROVISIONED
SSESpecificationServer-side encryption

Examples

Basic Table with On-Demand Capacity
yaml
DynamoDBTable:
  Type: AWS::DynamoDB::Table
  Properties:
    TableName: !Sub "${AWS::StackName}-table"
    BillingMode: PAY_PER_REQUEST
    AttributeDefinitions:
      - AttributeName: pk
        AttributeType: S
    KeySchema:
      - AttributeName: pk
        KeyType: HASH
Table with Global Secondary Index
yaml
DynamoDBTable:
  Type: AWS::DynamoDB::Table
  Properties:
    TableName: !Sub "${AWS::StackName}-table"
    BillingMode: PAY_PER_REQUEST
    AttributeDefinitions:
      - AttributeName: pk
        AttributeType: S
      - AttributeName: gsi-pk
        AttributeType: S
    KeySchema:
      - AttributeName: pk
        KeyType: HASH
    GlobalSecondaryIndexes:
      - IndexName: gsi-index
        KeySchema:
          - AttributeName: gsi-pk
            KeyType: HASH
        Projection:
          ProjectionType: ALL
Table with TTL
yaml
SessionTable:
  Type: AWS::DynamoDB::Table
  Properties:
    TableName: !Sub "${AWS::StackName}-sessions"
    BillingMode: PAY_PER_REQUEST
    AttributeDefinitions:
      - AttributeName: sessionId
        AttributeType: S
    KeySchema:
      - AttributeName: sessionId
        KeyType: HASH
    TimeToLiveSpecification:
      AttributeName: expiresAt
      Enabled: true
Table with Auto Scaling
yaml
ScalableTarget:
  Type: AWS::ApplicationAutoScaling::ScalableTarget
  Properties:
    MaxCapacity: 100
    MinCapacity: 5
    ResourceId: !Sub "table/${DynamoDBTable}"
    RoleARN: !GetAtt AutoScalingRole.Arn
    ScalableDimension: dynamodb:table:ReadCapacityUnits
    ServiceNamespace: dynamodb

See references/complete-examples.md for more complete examples including encryption, streams, auto scaling, and production tables.

Template Structure

Base Template
yaml
AWSTemplateFormatVersion: 2010-09-09
Description: DynamoDB table with GSI and auto-scaling

Parameters:
  TableName:
    Type: String
    Default: my-table
  BillingMode:
    Type: String
    Default: PAY_PER_REQUEST

Resources:
  DynamoDBTable:
    Type: AWS::DynamoDB::Table
    Properties:
      TableName: !Ref TableName
      BillingMode: !Ref BillingMode

Outputs:
  TableName:
    Value: !Ref DynamoDBTable
  TableArn:
    Value: !GetAtt DynamoDBTable.Arn

See references/advanced-configuration.md for detailed Parameters, Mappings, Conditions, Outputs, IAM roles, and cross-stack references.

Best Practices

  1. Use PAY_PER_REQUEST for development/testing and unpredictable workloads
  2. Enable Point-In-Time Recovery for production tables
  3. Use KMS encryption for sensitive data (SSE-KMS)
  4. Configure auto-scaling for provisioned capacity tables
  5. Design GSIs carefully - each GSI consumes capacity
  6. Use TTL for automatic data expiration (sessions, cache)
  7. Enable Streams for change data capture and analytics
  8. Tag resources for cost allocation and organization
  9. Export outputs for cross-stack references
  10. Use Conditions for environment-specific configurations
Show full SKILL.md (235 more words)Show less

Common Troubleshooting

Table already exists: Use unique table names or stack deletion policy GSI creation fails: Verify attribute definitions include GSI attributes Auto-scaling not working: Check IAM role permissions and service-linked role TTL not expiring: Ensure TTL attribute is Number type, not String Streams not enabled: Can only enable streams during table creation Encryption errors: Verify KMS key exists in same region as table

References

Complete Examples
Advanced Configuration

Constraints and Warnings

  • Table names: Must be unique per region (globally unique for global tables)
  • GSI limits: Maximum 5 GSIs per table (for single-region tables)
  • LSI limits: Maximum 5 LSIs per table, same partition key as table
  • Capacity limits: On-demand has default account limits (40,000 RCUs, 40,000 WCUs)
  • Auto-scaling: Requires PROVISIONED billing mode (not PAY_PER_REQUEST)
  • Point-in-time recovery: Can only be enabled during table creation
  • Streams: Can only be enabled during table creation
  • Encryption: KMS keys must be in same region as table
  • TTL: Attribute must be Number type, measured in seconds
  • Throughput: Each GSI shares provisioned throughput with table
  • Item size limit: Maximum 400 KB per item
  • Hot partition: Design keys to avoid hot partition issues

© giuseppe-trisciuoglio, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 4 other files (references) in plugins/developer-kit-aws/skills/aws-cloudformation/aws-cloudformation-dynamodb of giuseppe-trisciuoglio/developer-kit.

  • SKILL.md
  • references/advanced-configuration.md
  • references/complete-examples.md
  • references/examples.md
  • references/reference.md

Open the folder on GitHubat commit fe73fb3

Compare with similar skills

AWS Cloudformation Dynamodb next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

AWS Cloudformation Dynamodb compared with similar skills
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AWS Solution Architectborghei/Claude-Skills891—~1.8kAutomated safety check: PassMIT
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AWS Advisordiegosouzapw/awesome-omni-skills159—~4.3kAutomated safety check: PassMIT
AWS Cloud Patternsrohitg00/awesome-claude-code-toolkit2.7k—~1.1kAutomated safety check: PassApache-2.0

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Categories

Questions about AWS Cloudformation Dynamodb

What does AWS Cloudformation Dynamodb do?

Provides AWS CloudFormation patterns for DynamoDB tables, GSIs, LSIs, auto-scaling, and streams. AWS Cloudformation Dynamodb is an agent skill from giuseppe-trisciuoglio/developer-kit. Provides AWS CloudFormation patterns for DynamoDB tables, GSIs, LSIs, auto-scaling, and streams.

When should I use AWS Cloudformation Dynamodb?

AWS Cloudformation Dynamodb fits situations like: creating DynamoDB tables with CloudFormation; configuring primary keys; local/global secondary indexes; capacity modes (on-demand/provisioned).

How do I install AWS Cloudformation Dynamodb in Claude Code?

Run `npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-cloudformation-dynamodb -a claude-code`. Or copy the skill folder (plugins/developer-kit-aws/skills/aws-cloudformation/aws-cloudformation-dynamodb in giuseppe-trisciuoglio/developer-kit) into .claude/skills/aws-cloudformation-dynamodb in your project. Claude Code loads it when a task matches its description.

How do I install AWS Cloudformation Dynamodb in Codex?

Run `npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-cloudformation-dynamodb -a codex`. Or copy the skill folder (plugins/developer-kit-aws/skills/aws-cloudformation/aws-cloudformation-dynamodb in giuseppe-trisciuoglio/developer-kit) into .agents/skills/aws-cloudformation-dynamodb in your project. Codex loads it when a task matches its description.

Can I use AWS Cloudformation Dynamodb in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-cloudformation-dynamodb -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/aws-cloudformation-dynamodb, .gemini/skills/aws-cloudformation-dynamodb, .github/skills/aws-cloudformation-dynamodb and .opencode/skills/aws-cloudformation-dynamodb in your project.

What does AWS Cloudformation Dynamodb need to run?

Going by SKILL.md and its folder, AWS Cloudformation Dynamodb needs the command-line tools its instructions call (aws). Its frontmatter pre-approves these tools: Read, Write, Bash.

Does AWS Cloudformation Dynamodb access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is AWS Cloudformation Dynamodb safe to install?

Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.

What licence does AWS Cloudformation Dynamodb use?

AWS Cloudformation Dynamodb is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does AWS Cloudformation Dynamodb use?

About 2k tokens (SKILL.md is roughly 7.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 12k tokens, read only when the agent opens those files.

What are the alternatives to AWS Cloudformation Dynamodb?

Skills that share tags, products or a category with AWS Cloudformation Dynamodb: AWS Solution Architect (alirezarezvani/claude-skills, 28k stars), AWS Solution Architect (borghei/Claude-Skills, 891 stars), Msk Operations (aws/tools-for-devops-agent, 103 stars) and AWS Advisor (diegosouzapw/awesome-omni-skills, 159 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains AWS Cloudformation Dynamodb?

giuseppe-trisciuoglio (a GitHub user) maintains it in giuseppe-trisciuoglio/developer-kit, which has 357 GitHub stars. The repository holds 115 skills in this directory. The repository was last updated on September 10, 2026.

Source: giuseppe-trisciuoglio/developer-kit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.