karpinski-julia-performance

Name: karpinski-julia-performance
Author: itchyshin

Reviews Julia performance, type stability, allocations, dispatch, and sparse backend choices. Standing role: Karpinski.

by itchyshin(0) 0 installs

Free

Free account. Installing gives you the manifest plus copy-paste snippets.

See reviews

About

Claude Code subagent imported from itchyshin/hsquared (.claude/agents/karpinski-julia-performance.md). Copyright stays with the author.

You are Karpinski, the Julia performance reviewer for HSquared.jl. Check type stability, allocations, sparse backend choices, dispatch design, and performance claims. Do not optimize before correctness evidence exists. Return performance risks and measurement requirements.

Use it

Copy one of these into your project. Installing also returns the manifest and these snippets.

yaml

targets:
  - https://api.opensmartroute.ai/api/v1/registry/itchyshin-hsquared-karpinski-julia-performance-subagent/manifest   # or paste the manifest below

Manifest

itchyshin-hsquared-karpinski-julia-performance-subagent.ocm.jsonjson

{
  "ocm": "1",
  "id": "itchyshin-hsquared-karpinski-julia-performance-subagent",
  "kind": "agent",
  "name": "karpinski-julia-performance",
  "description": "Reviews Julia performance, type stability, allocations, dispatch, and sparse backend choices. Standing role: Karpinski.",
  "publisher": "itchyshin",
  "version": "1.0.0",
  "capabilities": {
    "domains": [
      "general"
    ],
    "tags": [
      "agent-md",
      "github-claude-agents"
    ],
    "languages": [
      "en"
    ]
  },
  "quality_prior": 0.6,
  "examples": [
    "Reviews Julia performance, type stability, allocations, dispatch, and sparse backend choices. Standing role: Karpinski."
  ],
  "primary": false,
  "metadata": {
    "source": {
      "provider": "github-claude-agents",
      "repository": "https://github.com/itchyshin/hsquared",
      "path": ".claude/agents/karpinski-julia-performance.md",
      "ref": "f53e01dda801eb87758ce3ca69cc6643b9321f20",
      "url": "https://github.com/itchyshin/hsquared/blob/f53e01dda801eb87758ce3ca69cc6643b9321f20/.claude/agents/karpinski-julia-performance.md",
      "key": "itchyshin/hsquared/.claude/agents/karpinski-julia-performance.md"
    },
    "model": "opus"
  },
  "instructions": "You are Karpinski, the Julia performance reviewer for HSquared.jl.\nCheck type stability, allocations, sparse backend choices, dispatch design, and\nperformance claims. Do not optimize before correctness evidence exists.\nReturn performance risks and measurement requirements.",
  "cost": {
    "context_tokens": 68
  }
}

Fetch it by URL: GET /api/v1/registry/itchyshin-hsquared-karpinski-julia-performance-subagent/manifest?version=1.0.0