hf-cloud-aws-context-discovery

作成者: huggingface

ユーザーのローカルAWSコンテキスト(アクティブプロファイル、リージョン、アカウントID、呼び出し元ID)を、AWSタスクの開始時に検出します。このスキルは他のAWSタスクより先に使用してください。

npx skills add https://github.com/huggingface/skills --skill hf-cloud-aws-context-discovery

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:

  1. Region the user explicitly named in this conversation
  2. AWS_REGION env var
  3. AWS_DEFAULT_REGION env var
  4. region field on the active profile in ~/.aws/config
  5. 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 patternTypeIAM write capability
arn:aws:iam::<acct>:user/<name>IAM userDepends on attached policies
arn:aws:sts::<acct>:assumed-role/AWSReservedSSO_<...>/<email>SSO assumed-roleTypically none — can't create/modify IAM roles
arn:aws:sts::<acct>:assumed-role/<role>/<session>Regular assumed-roleDepends 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.

huggingfaceのその他のスキル

cpu-kernels
huggingface
C++ CPUカーネルをSIMDイントリンシクス(AVX2/AVX512)を用いて記述、最適化、ベンチマークするためのガイダンスを提供します。Hugging Faceカーネルエコシステム向けです。含まれるもの…
official
generate-openenv-env
huggingface
具体的なユースケース(例:「ライブラリtextarena用のenvを生成する」)からOpenEnv環境を生成します。新しい環境の設計や実装を求められた際に使用します。
official
hf-mcp
huggingface
Hugging Face HubをMCPサーバーツール経由で利用します。モデル、データセット、Spaces、論文を検索できます。リポジトリの詳細を取得し、ドキュメントを取得し、計算ジョブを実行し、Gradioを使用します…
official
trl-training
huggingface
TRL(Transformers Reinforcement Learning)を使用してトランスフォーマー言語モデルをトレーニングおよびファインチューニングします。SFT、DPO、GRPO、KTO、RLOO、および報酬モデルのトレーニングをサポートしています…
official
deploy-hf
huggingface
OpenEnv環境をHugging Face Spacesにデプロイします。デプロイ、Hugging Faceへのプッシュ、またはスペースの更新を求められたときに使用します。
official
hf-space-recovery
huggingface
Diagnose and recover failing or stuck Hugging Face Space deployments for OpenEnv environments. Use when deploying envs from `envs/` to the Hub (`openenv`…
official
pre-submit-pr
huggingface
プルリクエストを送信する前に変更を検証します。lint、テスト、アライメントレビュー、RFC分析を含む包括的なチェックを実行します。作成前に使用…
official
example-skill
huggingface
アクションスモークテスト用のフィクスチャスキルの例
official