Hf Cloud AWS Context Discovery

DevOps & Security

hf-cloud-aws-context-discovery

Hf Cloud AWS Context Discovery is an Agent Skill for devops & security published in the huggingface/skills repository on GitHub: a SKILL.md instruction file an AI agent can load to do this task.

Discover the user's local AWS context (active profile, region, account ID, caller identity) at the start of any AWS task. Use this skill before any other AWS work — deploying to SageMaker, creating resources, calling AWS APIs, or anything that touches an AWS account. Use it especially when the user has not specified a region or profile explicitly, when they say things like "use my AWS account", "deploy to AWS", "use my profile", or when about to make any AWS CLI or SDK call. Never guess the region or account ID — always use this skill to read it from the local configuration first.

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QUICK START

How to use this skill

Bring this guide into your coding agent with a prompt tailored to the tool you use.

Open your project in Codex.
Copy and paste the prompt below.
Review files and risks before approving any action.

Prompt to paste

Inspect the Agent Skill at https://github.com/huggingface/skills/blob/HEAD/skills/hf-cloud-aws-context-discovery/SKILL.md and all supporting files. Report provenance, permissions, scripts, dependencies, and security risks. Propose an exact installation into .agents/skills/hf-cloud-aws-context-discovery, but wait for my approval before writing files or running scripts.

Copying this prompt does not install or run the skill. Review third-party files before use.

AWS Context Discovery

Before doing any AWS work, read the user's local AWS config. Don't guess the region, and don't ask the user for things their config already answers.

What to discover

Run these at the start of the AWS work and remember the results for the rest of the session.

1. Active profile

AWS_PROFILE env var, else default. If the user mentioned a profile in their prompt, that overrides. If the named profile doesn't exist in ~/.aws/config, surface that clearly.

2. Region

Resolution order — stop at the first one that produces a value:

Region the user explicitly named in this conversation
AWS_REGION env var
AWS_DEFAULT_REGION env var
region field on the active profile in ~/.aws/config
Ask the user — but only after the first four have failed

Do not fall back to us-east-1 or any other hardcoded default.

3. Credentials, account ID, caller ARN

aws sts get-caller-identity --profile <profile> --region <region>

Three purposes in one call: confirms credentials are valid (stop if not), returns the Account ID (needed for ARN construction), returns the Arn of the caller.

4. Identify SSO / assumed-role principals

The Arn field tells you what kind of principal this is. The pattern matters because it determines what IAM operations the caller can do.

ARN pattern	Type	IAM write capability
`arn:aws:iam::<acct>:user/<name>`	IAM user	Depends on attached policies
`arn:aws:sts::<acct>:assumed-role/AWSReservedSSO_<...>/<email>`	SSO assumed-role	Typically none — can't create/modify IAM roles
`arn:aws:sts::<acct>:assumed-role/<role>/<session>`	Regular assumed-role	Depends on the role

If the caller is SSO, surface this immediately before later skills hit iam:CreateRole and fail:

Heads up: you're authenticated via SSO (AWSReservedSSO_<PermissionSet>_...). SSO principals usually can't create IAM roles directly. If we need a SageMaker execution role, I'll look for an existing one first — if none exists, you'll need to ask whoever manages your AWS access to create one.

This is the highest-leverage thing this skill does. Surfacing it now turns a confusing mid-deployment error into a five-second conversation.

Commands to run

# Effective profile and region (faster than parsing config files)
aws configure list

# Validate credentials and get identity
aws sts get-caller-identity
aws sts get-caller-identity --profile <profile-name>  # if a profile was named

aws configure list handles env-var overrides and shows the resolved effective values. Prefer it over parsing ~/.aws/config yourself. If you need to read raw config (e.g. to list profiles), ~/.aws/config and ~/.aws/credentials are plain INI files — read-only.

What to report back

One or two lines, not a wall of text:

Working with profile my-profile in eu-west-1, account 123456789012. You're authenticated via SSO, so we'll need to use an existing IAM role rather than create one.

Don't ask the user to confirm the region you just read from their config — they configured it; that is the confirmation.

If something is wrong (credentials expired, profile doesn't exist, no region anywhere), stop and surface the specific error before continuing.