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Translates technical concepts into business language and vice versa. Bridges communication between developers and non-technical stakeholders.
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
| name | stakeholder-translator |
| description | Translates technical concepts into business language and vice versa. Bridges communication between developers and non-technical stakeholders. |
"If the PM can't understand it, you haven't explained it."
| Technical Term | Business Translation |
|---|---|
| Refactoring | Improving code health (no new features) |
| Technical Debt | Accumulated shortcuts that slow future work |
| API | Connection point between systems |
| Migration | Database structure update |
| CI/CD | Automated quality checks and deployment |
| N+1 Query | Performance bottleneck in data loading |
| Cache | Speed optimization layer |
Enforces modularity, reusability (DRY), and high-level architectural patterns. Focuses on SOLID principles, Design Patterns, and Scalability.
Universal architectural auditor for any tech stack. Enforces Separation of Concerns, Clean Architecture, and best practices by identifying the project structure and detecting layer violations.
Defines rules for skill activation, including input requirements, output contracts, conflict lists, and performance costs. Enforces Lean Execution mode by default.
Implementation of Enterprise patterns: CQRS, Event Sourcing, Domain-Driven Design (DDD).
Generates robust, production-grade 3rd party API integrations with Retry, Rate Limiting, and DTOs.
Workflow for deeply researching and architecting a new module/feature. STRICTLY NO CODE EXAMPLES. Use this for high-level technical design and research before implementation.
