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Requirements refinement knowledge. Use when turning a vague request into a clear spec, defining API contracts, identifying affected repositories, or capturing scope and edge cases before coding.
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SOC 職業分類に基づく
Code review knowledge. Use when reviewing an implementation against requirements, validating code quality, checking edge cases and security, or before opening a PR.
Systematic debugging knowledge. Use when diagnosing errors, investigating unexpected behavior, doing root cause analysis, or troubleshooting production issues.
QA and testing knowledge. Use when testing an implementation end-to-end — building a test plan, validating APIs with curl, driving the UI with Playwright, comparing against Figma, and documenting pass/fail with evidence.
AWS infrastructure patterns. Use when working with AWS services, secrets, ECS/EKS, RDS, S3, CloudWatch, or debugging infrastructure issues.
NestJS backend development patterns. Use when developing backend APIs with NestJS, TypeORM/Prisma, and TypeScript.
MySQL database patterns. Use when querying database schema, exploring data, understanding table relationships, or debugging data issues.
| name | refinement |
| description | Requirements refinement knowledge. Use when turning a vague request into a clear spec, defining API contracts, identifying affected repositories, or capturing scope and edge cases before coding. |
| triggers | ["refine","refinement","requirements","spec","contract","scope"] |
Use this skill when a task needs to be clarified before implementation — defining the problem, the contracts, and the scope.
