chunking-strategy
Provides chunking strategies for RAG systems. Generates chunk size recommendations (256-1024 tokens), overlap percentages…
Provides advanced AWS CLI patterns for managing EC2, Lambda, S3, DynamoDB, RDS, VPC, IAM, and CloudWatch. Generates bulk operation scripts, automates cross-service workflows, validates security configurations, and executes JMESPath queries for complex filtering. Triggers on "aws
Claude Code
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Codex
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Cursor
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Gemini CLI
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GitHub Copilot
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Windsurf
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name: aws-cli-beast description: Provides advanced AWS CLI patterns for managing EC2, Lambda, S3, DynamoDB, RDS, VPC, IAM, and CloudWatch. Generates bulk operation scripts, automates cross-service workflows, validates security configurations, and executes JMESPath queries for complex filtering. Triggers on "aws cli help", "aws command line", "aws scripting", "aws automation", "aws batch operations", "aws bulk operations", "aws cli pagination", "aws multi-region", "aws profiles", "aws cli troubleshooting". allowed-tools: Read, Write, Bash
Advanced AWS CLI patterns for speed, precision, and security-first automation. Covers JMESPath queries, bulk operations, waiters, cross-account access, and destructive operation safety.
| Category | Services | Commands | |----------|----------|----------| | Compute | EC2, Lambda | describe-instances, invoke, publish-version | | Storage | S3 | sync, cp, mb, rb, presign | | Database | DynamoDB, RDS | query, scan, batch-write-item | | Networking | VPC, Route53 | describe-vpcs, describe-security-groups | | Security | IAM | simulate-principal-policy, get-policy-version | | Observability | CloudWatch | get-metric-statistics, filter-log-events |
1. **Dry-run first**: Always validate with `--dryrun` or `--dry-run` 2. **Query server-side**: Use `--query` with JMESPath to filter before transfer 3. **Batch intelligently**: Paginate with `--max-results` and parallelize with xargs 4. **Wait properly**: Use built-in waiters or exponential backoff polling 5. **Switch contexts**: Use `--profile` and `--region` for multi-account operations
**MANDATORY** for any destructive operation:
# S3 sync with delete - MUST dry-run first aws s3 sync s3://source/ s3://dest/ --delete --dryrun # Review output, then remove --dryrun only if satisfied # Bulk EC2 stop - validate targets first aws ec2 describe-instances \ --filters "Name=tag:Environment,Values=development" \ --query 'Reservations[].Instances[?State.Name==`running`].InstanceId' \ --output text # Confirm list, then pipe to stop command # IAM policy attachment - simulate first aws iam simulate-principal-policy \ --policy-source-arn arn:aws:iam::123456789012:user/myuser \ --action-names s3:DeleteObject \ --resource-arns arn:aws:s3:::my-bucket/*
**"Stop all development instances"**
# 1. Dry-run: identify targets
aws ec2 describe-instances \
--filters "Name=tag:Environment,Values=development" \
"Name=instance-state-name,Values=running" \
--query 'Reservations[].Instances[].InstanceId' \
--output text
# 2. Confirm IDs, then execute
aws ec2 describe-instances \
--filters "Name=tag:Environment,Values=development" \
"Name=instance-state-name,Values=running" \
--query 'Reservations[].Instances[].InstanceId' \
--output text | xargs aws ec2 stop-instances --instance-ids**"Migrate data between buckets with SSE"**
# 1. Dry-run migration aws s3 sync s3://source-bucket/ s3://dest-bucket/ \ --sse AES256 \ --storage-class GLACIER \ --exclude "*.tmp" \ --dryrun # 2. Enable versioning on destination aws s3api put-bucket-versioning \ --bucket dest-bucket \ --versioning-configuration Status=Enabled # 3. Execute after review aws s3 sync s3://source-bucket/ s3://dest-bucket/ \ --sse AES256 \ --storage-class GLACIER \ --exclude "*.tmp"
**"Find overprivileged IAM users"**
aws iam list-users --query 'Users[].UserName' --output text | \
while read user; do
echo "Checking $user..."
aws iam simulate-principal-policy \
--policy-source-arn "arn:aws:iam::123456789012:user/$user" \
--action-names DeleteItem,DeleteTable,DeleteFunction \
--resource-arns "*" \
--query 'EvaluationResults[?EvalDecision==`allowed`]'
done**"Deploy Lambda to all regions"**
for region in us-east-1 us-west-2 eu-west-1; do
echo "Deploying to $region..."
aws lambda update-function-code \
--function-name my-function \
--zip-file fileb://function.zip \
--region $region \
--publish
aws lambda wait function-active \
--function-name my-function \
--region $region
done**"Get running instances with specific tags as table"**
aws ec2 describe-instances \ --query 'Reservations[].Instances[?State.Name==`running`].[InstanceId,Tags[?Key==`Name`].Value[0]|[0],PrivateIpAddress]' \ --output table
1. Use `--output json` for programmatic processing 2. Filter with JMESPath server-side before transfer 3. Implement retry logic with exponential backoff 4. Use waiters instead of manual polling loops 5. Tag all resources for cost allocation and automation 6. Separate dev/staging/prod with AWS profiles 7. Enable CloudTrail for audit compliance 8. Validate IAM policies with simulate-principal-policy before attachment 9. Use --dry-run on every state-modifying operation 10. Enable MFA for security-sensitive operations
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.
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