Search technical documentation using executable scripts to detect query type, fetch from llms.txt sources (context7.com), and analyze results. Use when user needs: (1) Topic-specific documentation (features/components/concepts), (2) Library/framework documentation, (3) GitHub repository analysis, (4) Documentation discovery with automated agent distribution strategy
Write clear technical documentation, API references, user guides, tutorials, and architecture docs. Use when creating or updating documentation.
First, determine the root cause of the reported bug. Then, create a clear, step-by-step plan for the bug fixing. Use this skill whenever a user reports a bug.
Use when writing CS research papers (conference, journal, thesis), reviewing scientific manuscripts, improving academic writing clarity, or preparing IEEE/ACM submissions. Invoke when user mentions paper, manuscript, research writing, journal submission, or needs help with academic structure, formatting, or revision.
Guides external contributors through the MCP SDL3 Server contribution process. Use when someone wants to contribute to the project, add SDL3 functions, implement new features, or understand the contribution workflow. Covers quick start, project structure, testing requirements, and submission guidelines.
Fetches source code for npm packages and GitHub repositories to provide AI agents with implementation details beyond types. Use when you need to understand how a package works internally or reference its actual implementation.
Transform reverse-engineering documentation into GitHub Spec Kit format. Initializes .specify/ directory, creates constitution.md, generates specifications from reverse-engineered docs, and sets up for /speckit slash commands. This is Step 3 of 6 in the reverse engineering process.
GitHubプロジェクト用の高品質なREADME.mdファイルを生成します。プロジェクトドキュメント、READMEファイル、オープンソースプロジェクトのドキュメント作成時、またはユーザーがドキュメント作成、README作成、プロジェクトセットアップガイドのヘルプを求めた時に使用します。複数のプロジェクトタイプ（ライブラリ、Webアプリ、CLIツール）に対応し、テンプレート、バッジ、ベストプラクティスを提供します。
協助開發者進行程式開發，包含公司 API 設計規範指引和 Spring Boot 專案快速建立。用於：(1) 開發新的 API 端點時、(2) 規劃和設計 API 時、(3) 需要快速建立新的 Spring Boot 專案時、(4) Code Review 時驗證 API 是否符合公司規範時
Use when design is complete and you need detailed implementation tasks for engineers with zero codebase context - creates comprehensive implementation plans with exact file paths, complete code examples, and verification steps assuming engineer has minimal domain knowledge
add and manage documentation in code, including constants, variables, functions, classes, and modules
Update IBL5 documentation during pull requests and feature development. Use when updating docs, creating README files, or documenting completed work.
プロジェクトの開発ガイドライン（docs/development-guidelines.md）を新規作成/更新する。既存の開発ガイドラインがある場合は最優先し、構造と方針を維持して更新する。内容は「コーディング規約（implementation.md）」と「開発プロセス（process.md）」の2本立てで、具体例と理由、測定可能な基準を含める。
