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Design runtime ownership, concurrency, async work, and isolation for the product's backend or platform layer.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
Convert source notes into claim-level evidence with confidence and limitations.
Verify source traceability, artifact completeness, and citation correctness before citation_qa gate.
Write an evidence-backed final research report from sources and the evidence matrix.
Review research method quality, source diversity, bias, and conclusion strength.
Convert a broad research request into subquestions, assumptions, and source criteria.
Design and execute a multi-round SearxNG/arXiv search strategy.
| name | Runtime Architecture |
| description | Design runtime ownership, concurrency, async work, and isolation for the product's backend or platform layer. |
| when-to-use | Use when changing service/runtime loops, workers, queues, background jobs, permissions, stateful processes, or integration orchestration. |
| user-invocable | false |
| context | inline |
Work stack-neutrally. First identify the language, framework, hosting model, and existing runtime patterns. Then specify:
For small local tools or simple product slices, keep this as a compact checklist of decisions and risks. Do not expand into a full platform architecture unless the task involves services, workers, concurrency, permissions, deployment, or other real runtime complexity.
