data Skills

Use this skill when preparing for client meetings, pitch presentations, discovery calls, or follow-up sessions. Creates...

Debug preprocessing pipeline failures. Guides through reading checkpoint files, checking step artifacts, interpreting QC...

Quality control, filtering, and normalization for single-cell RNA-seq using Seurat (R) and Scanpy (Python). Use for calc...

Process automate data cleaning, transformation, and validation for ML tasks. Use when requesting "preprocess data", "cle...

Automate data cleaning, transformation, and validation for ML tasks. Use when requesting "preprocess data", "clean data"...

Alpha/beta/RC tagging patterns and GitHub pre-release workflows for managing pre-production releases. Use when creating...

When the user wants decision support systems, recommendation engines, or prescriptive analytics. Also use when the user...

Surface what needs human attention during complex AI work. Use when context is large, user seems overwhelmed, or after s...

Tracking user online/offline status, typing indicators, and activity states using WebSocket connections and Redis for re...

Convert a deliverable document to an HTML presentation

비즈니스 모델을 기반으로 서비스 기획서 발표자료 스크립트를 작성합니다. 발표 자료 작성 시 사용하세요. (project)

Develop structured, visually appealing presentations to communicate pilot progress and findings. Use when preparing slid...

Design and evaluate presentations that communicate effectively. Use when designing a presentation, creating slides, gett...

Presentation specialist for slide design, visual storytelling, and compelling public speaking

Generate slide deck presentations from prompts. Triggers on "create presentation", "generate slides", "build deck", "pre...

Google Slides presentation creation for PM deliverables. Use when creating presentations from PRDs, pitching ideas, stak...

Generate PowerPoint presentations with slides, layouts, charts, and multimedia

World-class presentation creation embodying principles from Garr Reynolds, Nancy Duarte, Guy Kawasaki, Seth Godin, and T...

Cette skill devrait être utilisée pour réviser des présentations PowerPoint selon les standards de conseil (McKinsey, BC...

HTMLプレゼンテーションスライドを生成するスキル。Kanagawaテーマ、GSAPアニメーション、23種類のスライドタイプ対応。ホバーエフェクト・ツールチップによるインタラクティブ機能、無料CDNアイコン（FontAwesome 6 Fr...

Manage presentation slide outliner operations. Auto-activating skill for Visual Content. Triggers on: presentation slide...

프레젠테이션 계층(Controller, Request/Response DTO) TDD 개발 지침. Outside-In TDD로 인수 테스트부터 시작하여 Controller와 DTO를 구현합니다. API 문서 테스트로...

Use when creating Keynote, PowerPoint, Google Slides animations, or any presentation motion design work.

Component skill for creating compelling data-driven presentations and whitepapers using marp and pandoc with proper cita...

This rule instructs the AI to preserve existing code and functionalities, avoiding unnecessary removal of code.

Preserve existing UI structure when modifying components - auto-applied

Recognize when disagreements reveal valuable context, preserve multiple valid approaches instead of forcing premature re...

Amazon の Working Backwards 手法に基づいたプレスリリース＋FAQ を作成するスキル。新サービスや新機能の企画段階で、顧客視点から価値を明文化し、開発の方向性を定めるために使用します。「プレスリリースを作成」「PR/...

Manage Pressable WordPress hosting via API. Use when creating/cloning sites, managing backups, purging cache, updating P...

Code formatting with Prettier for TypeScript/NestJS projects. Trigger: After editing/creating files, before committing c...

Generates .prettierrc configuration file for code formatting with Prettier. Defines formatting rules for consistent code...

Use when prettier integration with editors, pre-commit hooks, ESLint, and CI/CD pipelines.

Use when prettier plugins including plugin ecosystem, custom parsers, and plugin development.

Interpretive guidance for Prettier code formatting across multiple file types (JS/TS, YAML, JSON, CSS, HTML). Use when c...

Generates .prettierignore to exclude build outputs, dependencies, and generated files from Prettier formatting. Prevents...

Render beautiful Mermaid diagrams as SVG or ASCII art using the beautiful-mermaid library. Supports 15+ themes, 5 diagra...

Implements rate limiting and abuse prevention measures. Use to protect sensitive endpoints like "Book Now" or "Contact U...

Prevent leaking database errors and P-codes to clients. Use when implementing API error handling or user-facing error me...

Prevent SQL injection by using $queryRaw tagged templates instead of $queryRawUnsafe. Use when writing raw SQL queries o...

Documentation view expert for Docusaurus integration. Launches interactive server for SpecWeave living documentation wit...

Display execution plan preview before running commands, allowing user confirmation or modification.

Creates ephemeral preview deployments for each pull request with automatic deployment, unique URLs, and cleanup on PR cl...

"Standard Operating Procedure for /preview phase. Covers manual UI/UX testing on local dev server before shipping."

Fetch construction material prices from open APIs. Track price trends, regional variations, and update cost databases.

Customer expressing concerns about pricing, affordability, regional pricing issues, or requesting discounts. Often from...

Product pricing strategies, monetization models, and revenue optimization for SaaS and digital products.

FastAPI backend patterns for Pricing App - SQLAlchemy, Alembic, auth, permissions

Tesla Design System - CSS Modules, design tokens, dark mode, component patterns