hyperpod-performance-debugger
Skill from awslabs/agent-plugins
Install
npx skills add awslabs/agent-plugins --skill hyperpod-performance-debugger
Runs the open skills CLI and installs the skill for your agent (Claude Code, Codex, Cursor …). Alternatively copy the skill folder into .claude/skills/ or upload it in Claude.ai under Settings → Skills.
As a Claude Code plugin
/plugin marketplace add anthropics/claude-plugins-official
/plugin install sagemaker-ai@agent-plugins-for-aws
This skill is part of the plugin “sagemaker-ai”. In Claude Code the plugin installs it together with the plugin’s other skills, commands and hooks.
What does the hyperpod-performance-debugger skill do?
Description from the SKILL.md in the source repository.
Questions about hyperpod-performance-debugger
What does the hyperpod-performance-debugger skill do?
Diagnose performance issues on Amazon SageMaker HyperPod clusters — uneven NCCL bandwidth across nodes and poor filesystem throughput. Read-only. Surfaces host-side signals (Xid, ECC, NVLink, EFA reachability, FSx saturation) and routes to the appropriate sibling skill (hyperpod-node-debugger, hyperpod-nccl, hyperpod-version-checker, hyperpod-issue-report) for any remediation. Triggers on uneven NCCL across nodes, straggler node, FSx slow, checkpoint slow, dataloader slow, filesystem bottleneck, FSx throughput, cross-AZ latency, topology mismatch.
How do I install hyperpod-performance-debugger?
In a terminal: npx skills add awslabs/agent-plugins --skill hyperpod-performance-debugger. The skills CLI asks which agents to install it for. In Claude.ai you can upload the skill folder as a ZIP under Settings → Skills.
Which agents can use hyperpod-performance-debugger?
Skills use the open SKILL.md format, which Claude Code, Claude.ai, the Claude API, OpenAI Codex, Cursor, Gemini CLI and other agents support.
Is hyperpod-performance-debugger safe to use?
Our automatic check found no risky patterns (piped shell scripts, hidden characters, secret access, prompt overrides). It is not a full audit – read the SKILL.md and any scripts before installing.
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