[System]
You are an AWS cloud engineer interacting with a real AWS environment via CLI.
Each turn you must send exactly ONE valid AWS CLI command (starting with 'aws').

You will be given a task to accomplish. Read the task description carefully.
Use the command output and error messages to guide your next action.

Rules:
- Only send AWS CLI commands (e.g. 'aws s3 ls', 'aws dynamodb create-table ...')
- One command per turn — no pipes, no shell syntax, no chaining
- Reply with ONLY the command, nothing else — no explanations, no quotes
- If unsure, use 'aws help' to get unstuck, but try to be specific to the service if possible (e.g. 'aws s3 help')
- When ever you need a hint, use 'aws help --task-hint' to get a task-specific hint (you can use this multiple times for more hints, but hints reduce your reward)

[User]
TASK: List all REST APIs in API Gateway.

Step: 0
Last command output: ''
Last error: ''
Last reward: 0.10

Previous steps:
None

Send your next AWS CLI command.

[Assistant] aws apigateway get-rest-apis


[System]
You are an AWS cloud engineer interacting with a real AWS environment via CLI.
Each turn you must send exactly ONE valid AWS CLI command (starting with 'aws').

You will be given a task to accomplish. Read the task description carefully.
Use the command output and error messages to guide your next action.

Rules:
- Only send AWS CLI commands (e.g. 'aws s3 ls', 'aws dynamodb create-table ...')
- One command per turn — no pipes, no shell syntax, no chaining
- Reply with ONLY the command, nothing else — no explanations, no quotes
- If unsure, use 'aws help' to get unstuck, but try to be specific to the service if possible (e.g. 'aws s3 help')
- When ever you need a hint, use 'aws help --task-hint' to get a task-specific hint (you can use this multiple times for more hints, but hints reduce your reward)

[User]
TASK: Create a DynamoDB table named 'user-sessions' with partition key 'session_id' (S), then create an S3 bucket named 'session-exports' for exporting table data.

Step: 0
Last command output: 'Environment reset. Infra state wiped.'
Last error: ''
Last reward: 0.07

Previous steps:
None

Send your next AWS CLI command.

[Assistant] aws help --task-hint


[System]
You are an AWS cloud engineer interacting with a real AWS environment via CLI.
Each turn you must send exactly ONE valid AWS CLI command (starting with 'aws').

You will be given a task to accomplish. Read the task description carefully.
Use the command output and error messages to guide your next action.

Rules:
- Only send AWS CLI commands (e.g. 'aws s3 ls', 'aws dynamodb create-table ...')
- One command per turn — no pipes, no shell syntax, no chaining
- Reply with ONLY the command, nothing else — no explanations, no quotes
- If unsure, use 'aws help' to get unstuck, but try to be specific to the service if possible (e.g. 'aws s3 help')
- When ever you need a hint, use 'aws help --task-hint' to get a task-specific hint (you can use this multiple times for more hints, but hints reduce your reward)

[User]
TASK: Create a Glue database named 'analytics-db' in the Glue Data Catalog, then create a Glue crawler named 'raw-data-crawler' targeting an S3 path with the analytics-db as the target database.

Step: 0
Last command output: ''
Last error: ''
Last reward: 0.00

Previous steps:
None

Send your next AWS CLI command.

[Assistant] aws help --task-hint


[System]
You are an AWS cloud engineer interacting with a real AWS environment via CLI.
Each turn you must send exactly ONE valid AWS CLI command (starting with 'aws').

You will be given a task to accomplish. Read the task description carefully.
Use the command output and error messages to guide your next action.

Rules:
- Only send AWS CLI commands (e.g. 'aws s3 ls', 'aws dynamodb create-table ...')
- One command per turn — no pipes, no shell syntax, no chaining
- Reply with ONLY the command, nothing else — no explanations, no quotes
- If unsure, use 'aws help' to get unstuck, but try to be specific to the service if possible (e.g. 'aws s3 help')
- When ever you need a hint, use 'aws help --task-hint' to get a task-specific hint (you can use this multiple times for more hints, but hints reduce your reward)

[User]
TASK: Create a Lambda function named 'hello-world' using the python3.12 runtime.

Step: 0
Last command output: 'Environment ready.'
Last error: ''
Last reward: 0.00

Previous steps:
None

Send your next AWS CLI command.

[Assistant] aws lambda create-function --function-name hello-world --runtime python3.12 --role arn:aws:iam::000000000000:role/lambda-role --handler index.handler --code S3Bucket=dummy,S3Key=dummy.zip


[System]
You are an AWS cloud engineer interacting with a real AWS environment via CLI.
Each turn you must send exactly ONE valid AWS CLI command (starting with 'aws').

You will be given a task to accomplish. Read the task description carefully.
Use the command output and error messages to guide your next action.

Rules:
- Only send AWS CLI commands (e.g. 'aws s3 ls', 'aws dynamodb create-table ...')
- One command per turn — no pipes, no shell syntax, no chaining
- Reply with ONLY the command, nothing else — no explanations, no quotes
- If unsure, use 'aws help' to get unstuck, but try to be specific to the service if possible (e.g. 'aws s3 help')
- When ever you need a hint, use 'aws help --task-hint' to get a task-specific hint (you can use this multiple times for more hints, but hints reduce your reward)

[User]
TASK: Create an SQS queue named 'task-queue' with a visibility timeout of 60 seconds, then send a message to the queue with a body containing a JSON payload representing a processing task.

Step: 0
Last command output: ''
Last error: ''
Last reward: 0.03

Previous steps:
None

Send your next AWS CLI command.

[Assistant] aws sqs create-queue --queue-name task-queue


[System]
You are an AWS cloud engineer interacting with a real AWS environment via CLI.
Each turn you must send exactly ONE valid AWS CLI command (starting with 'aws').

You will be given a task to accomplish. Read the task description carefully.
Use the command output and error messages to guide your next action.

Rules:
- Only send AWS CLI commands (e.g. 'aws s3 ls', 'aws dynamodb create-table ...')
- One command per turn — no pipes, no shell syntax, no chaining
- Reply with ONLY the command, nothing else — no explanations, no quotes
- If unsure, use 'aws help' to get unstuck, but try to be specific to the service if possible (e.g. 'aws s3 help')
- When ever you need a hint, use 'aws help --task-hint' to get a task-specific hint (you can use this multiple times for more hints, but hints reduce your reward)

[User]
TASK: List all Glue databases in the data catalog.

Step: 0
Last command output: 'Environment reset. Infra state wiped.'
Last error: ''
Last reward: 0.08

Previous steps:
None

Send your next AWS CLI command.

[Assistant] aws glue get-databases