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parallel-strategy-analyzer

Skill by mindspore-ai · updated · ★ 80

Score 68

Recommend DP/FSDP/TP/PP/EP/CP strategy mixes from model + hardware constraints, with memory/comm/compute/bubble estimates. Use for strategy planning, scale-out, OOM, or comparing configs. Not for implementing platform/op code (platform-dev / dist-op-dev) or running training jobs. parallel-strategy-analyzer is published by mindspore-ai on GitHub.

Works withClaude CodeClaude apps Antigravity CLI
Maintenance

Last commit in the past day

Licence

Apache-2.0: permissive, fine for commercial use

Quality

Clear description, installs from GitHub, 80 stars, original repository

Security

Not checked yet. What we check

Install parallel-strategy-analyzer

Built from the published package, never by AI
git clone --depth 1 https://github.com/mindspore-ai/hyper-parallel /tmp/hyper-parallel && mkdir -p ~/.claude/skills && cp -r /tmp/hyper-parallel/.agent/skills/parallel-strategy-analyzer ~/.claude/skills/parallel-strategy-analyzer

Run in your terminal. Claude Code loads skills from ~/.claude/skills automatically.

Step-by-step: install parallel-strategy-analyzer in Claude Code

Skills can run scripts on your machine. Some need an API key: check the README.

Alternatives to parallel-strategy-analyzer

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parallel-strategy-analyzer: common questions

How do I install parallel-strategy-analyzer?

Run the command above to copy the skill into ~/.claude/skills/. Claude Code picks it up automatically.

Is parallel-strategy-analyzer free?

The code is published under the Apache-2.0 licence. The service it connects to may have its own pricing.

Is parallel-strategy-analyzer safe to use?

It scores 68 of 100. Grades: maintenance A, licence A, quality B. The security check has not run for it yet. Review the code before you install. How grades work.

What are alternatives to parallel-strategy-analyzer?

Similar skills: memcode, summary, pause, paper-poster.