菜单
Operate AI/LLM systems in production or active development with a focus on diagnostics, rollout discipline, and runtime stability.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
| name | ai-llm-core-operator |
| description | Operate AI/LLM systems in production or active development with a focus on diagnostics, rollout discipline, and runtime stability. |
Use this skill when the concern is runtime behavior.
Build AI/LLM applications with practical implementation patterns for prompts, tools, sessions, structured output, and app wiring.
Foundational AI/LLM application design principles. Use when defining core behavior, interfaces, safety boundaries, and product expectations for model-backed systems.
Review AI/LLM applications for behavioral correctness, safety boundaries, observability, reliability, and maintainability. Use for architecture review, implementation review, and pre-release assessment.
Advanced AI/LLM system specialization for complex agent behavior, product constraints, and cross-cutting architectural decisions.
Build API contracts and implementation shapes for reliable integrations.
Foundational API design principles for clear contracts, evolvability, and operational fit.
