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WHEN: Go API review with Gin/Echo/Fiber/Chi, router patterns, middleware, request handlingWHAT: Router organization + Middleware patterns + Request validation + Error responses + OpenAPIWHEN NOT: General Go → go-reviewer, Rust API → rust-api-reviewer

Apply Urdu typography and RTL layout logic for Docusaurus sites.Bundled Resources: Noto Nastaliq Urdu font-stack CSS, [dir=rtl] overrides, i18n scaffolding.Use when adding Urdu/RTL support to a Docusaurus project.

プロジェクトの CLAUDE.md を更新する。「CLAUDE.md を更新して」「ルールを追加」「プロジェクトルールを変更」「Claude のルール」「AI ドキュメント更新」「CLAUDE.md に追記」「ルールを編集」などで起動。プロジェクト固有のルールやガイドラインを管理。

This skill should be used when engineering decisions are being made during code implementation. The Archivist enforces decision documentation as a standard practice, ensuring every engineering choice includes rationale and integrates with Architecture Decision Records (ADRs). Use when writing code that involves choosing between alternatives, selecting technologies, designing architectures, or making trade-offs.

Ingest project documentation and code into persistent semantic memory (Qdrant + Voyage embeddings). Use when user wants to remember context across sessions, ingest docs, or search previous work. Requires Qdrant running locally and VOYAGE_API_KEY set.

Write MIDI Markdown (MMD) files with correct syntax, timing paradigms, MIDI commands, and advanced features like loops, sweeps, random values, and modulation. Use when the user wants to create or edit .mmd files, needs help with MMD syntax, is implementing MIDI automation sequences, or is troubleshooting MMD validation errors.

Guidelines and patterns for writing bash/shell scripts. Use when creating new shell scripts, bin scripts, or bash utilities. Includes script templates, header comments, error handling, and common patterns.

Systematically challenge assumptions, scope, architecture, and design decisions in understanding documents or design docs. Use before design phase to surface risks, edge cases, and overlooked considerations.

Review documentation changes for compliance with the Metabase writing style guide. Use when reviewing pull requests, files, or diffs containing documentation markdown files.

Marketing content writing frameworks and optimization techniques

Collaborative design refinement that transforms rough ideas into fully-formed specifications through Socratic questioning. Explores alternatives, validates incrementally, and presents designs in digestible chunks for feedback. Use before writing code or implementation plans when requirements are unclear or multiple approaches exist. Do NOT use when requirements are already well-defined, you're implementing a known pattern, or making small changes - proceed directly to implementation instead.

WHEN: FastAPI project review, Pydantic models, async endpoints, dependency injectionWHAT: Pydantic validation + Dependency injection + Async patterns + OpenAPI docs + SecurityWHEN NOT: Django → django-reviewer, Flask → flask-reviewer, General Python → python-reviewer

Allow droids to interact with Outline Wiki via the outlinectl CLI (auth, collections, docs) with automation-friendly JSON output.

Update PRD docs based on discrepancies report. Use this skill after running analyze-gaps to sync PRD documentation with codebase implementation. Handles IMPLEMENTED_NOT_DOCUMENTED, DIVERGED, and OUTDATED gaps.

Expert knowledge for Data Model Layer modeling in Documentation Robotics

Create dbt models following FF Analytics Kimball patterns and 2×2 stat model. This skill should be used when creating staging models, core facts/dimensions, or analytical marts. Guides through model creation with proper grain, tests, External Parquet configuration, and per-model YAML documentation using dbt 1.10+ syntax.

Goバックエンドのビルド・テスト・Lintワークフロー。「Goビルド」「バックエンドテスト」「golangci-lint」「go mod」「go test」「swagger」などのキーワードで自動適用。

Use this skill when you need to write types and interfaces in `srs/types` for the Next.js app

Comprehensive Expo expert with access to complete official documentation covering React Native development, EAS Build, EAS Submit, EAS Update, Expo Router, Expo Modules API, configuration, deployment, and all platform features. Invoke when user mentions Expo, React Native, EAS, Expo Router, mobile app development, iOS/Android development, or cross-platform development.

Generate PlantUML diagrams from text descriptions and convert them to PNG/SVG images. Use when asked to "create a diagram", "generate PlantUML", "convert puml to image", "extract diagrams from markdown", or "prepare markdown for Confluence". Supports all PlantUML diagram types including UML (sequence, class, activity, state, component, deployment, use case, object, timing) and non-UML (ER diagrams, Gantt charts, JSON/YAML visualization, mindmaps, WBS, network diagrams, wireframes, and more).