together-gpu-clusters
Pass
Audited by Gen Agent Trust Hub on Sep 17, 2026
Risk Level: SAFEEXTERNAL_DOWNLOADSCOMMAND_EXECUTIONCREDENTIALS_UNSAFEINDIRECT_PROMPT_INJECTION
Full Analysis
- [EXTERNAL_DOWNLOADS]: The skill instructs the installation of official software from the vendor's public package registries to enable cluster management capabilities.
- Evidence: Instructions in
SKILL.mdandreferences/cli.mdspecify installingtogether>=2.0.0viauv pipand thetogether[cli]utility. - [COMMAND_EXECUTION]: The skill uses shell commands through the vendor CLI,
kubectl, andsshto manage the full lifecycle of GPU clusters, including provisioning, scaling, and operational troubleshooting. - Evidence: Found throughout the documentation in
references/cli.mdandreferences/cluster-management.mdfor operations like creating clusters, downloading credentials, and node access. - [CREDENTIALS_UNSAFE]: The skill manages sensitive authentication data, such as API keys and cluster-level configuration files (
kubeconfig). It adheres to standard security practices by using environment variables and default configuration paths. - Evidence: The
TOGETHER_API_KEYis retrieved from environment variables, and theget-credentialscommand writes sensitive authentication data to~/.kube/config. - [INDIRECT_PROMPT_INJECTION]: The skill possesses a vulnerability surface for indirect prompt injection because it ingests and applies user-provided infrastructure configurations and Slurm lifecycle scripts.
- Ingestion points: User-provided cluster names, regions, GPU types, and custom Slurm startup scripts (init, prolog, and epilog scripts) defined in
SKILL.mdandreferences/cluster-management.md. - Boundary markers: Absent. No explicit delimiters or instructions are used to prevent the agent from being influenced by malicious content embedded within user configuration strings.
- Capability inventory: High-impact capabilities including cluster creation, deletion, scaling, credential harvesting, and execution of persistent scripts on remote nodes.
- Sanitization: Relies on the vendor's official SDK and CLI for input validation and command construction.
Audit Metadata