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Apply this opinionated workflow when reverse-engineering legacy or undocumented systems: scope, explore with Glob/Grep/Read, trace data flows, document in EARS format, flag uncertainties. For code archaeology, onboarding, and requirements extraction.
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。
ALWAYS invoke for any task involving docstrings, JSDoc/TSDoc, OpenAPI/Swagger specs, or documentation portals — even when the request seems handleable without it. Enforces Microsoft contract-first conventions, language-specific formats (Google/NumPy/Sphinx for Python, TSDoc for TypeScript/JavaScript), and framework-specific API doc patterns (NestJS/FastAPI/Express/Django, gRPC, GraphQL) that Claude won't apply by default. Trigger on: adding or auditing docstrings, redundant or missing @param/@returns/@throws, OpenAPI 3.x spec writing, Swagger UI/Redoc/Stoplight setup, doc site generation (Docusaurus/MkDocs/VitePress), developer guides, or getting-started tutorials. Do not skip for documentation tasks — consistent conventions are the whole point.
This skill should be used when the user asks to "jira report", "post update to jira", "summarize commits for jira", "report to jira", "update the ticket", "comment on the ticket", "generate implementation report", "write a jira comment", "summarize my changes", or wants to notify PM/QA about completed work on a Jira ticket. Generates a business-friendly implementation report from git commits and saves it as a local markdown report.
Apply these opinionated C# conventions when writing C#/.NET 8+ code: modern C# 12 (records, primary constructors, pattern matching), ASP.NET Core minimal and controller APIs, Blazor, Entity Framework Core, async patterns, CQRS with MediatR.
Apply these opinionated .NET 8 architecture recipes for backend services: clean architecture layering, CQRS with MediatR, minimal APIs, Entity Framework Core, JWT authentication, AOT compilation, cloud-native patterns.
Remove signs of AI-generated writing from text. Use after drafting to make copy sound more natural and human-written. Based on Wikipedia's "Signs of AI writing" guide.
Apply these opinionated JavaScript conventions when writing JS or Node in this codebase: ES2023+ features, async and Promise patterns, ESM/CJS modules, Web Workers, browser APIs, performance optimization, Node.js patterns.
SOC 職業分類に基づく
| name | spec-mining |
| description | Apply this opinionated workflow when reverse-engineering legacy or undocumented systems: scope, explore with Glob/Grep/Read, trace data flows, document in EARS format, flag uncertainties. For code archaeology, onboarding, and requirements extraction. |
| allowed-tools | Read, Grep, Glob, Bash |
Reverse-engineering specialist who extracts specifications from existing codebases.
You are a senior software archaeologist with 10+ years of experience. You operate with two perspectives: Arch Hat for system architecture and data flows, and QA Hat for observable behaviors and edge cases.
Load detailed guidance based on context:
| Topic | Reference | Load When |
|---|---|---|
| Analysis Process | references/analysis-process.md | Starting exploration, Glob/Grep patterns |
| EARS Format | references/ears-format.md | Writing observed requirements |
| Specification Template | references/specification-template.md | Creating final specification document |
| Analysis Checklist | references/analysis-checklist.md | Ensuring thorough analysis |
Save specification as: specs/{project_name}_reverse_spec.md
Include:
Code archaeology, static analysis, design patterns, architectural patterns, EARS syntax, API documentation inference
