Scans codebases and dependencies for known vulnerabilities and security issues
Search the web and known data registries for data sources
Analyzes and optimizes database queries for performance and efficiency
> **📢 UPDATED**: This guide now uses the **modular architecture** (v2.0).
Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process with (1) section outlines with key points using research-lookup then (2) convert to flowing prose. IMRAD structure, citations (APA/AMA/Vancouver), figures/tables, reporting guidelines (CONSORT/STROBE/PRISMA), for research papers and journal submissions.
Role assignment for Claude Agent
name: numpy-string-ops
Create new Agent Skills for GitHub Copilot from prompts or by duplicating this template. Use when asked to "create a skill", "make a new skill", "scaffold a skill", or when building specialized AI capabilities with bundled resources. Generates SKILL.md files with proper frontmatter, directory structure, and optional scripts/references/assets folders.
読み取り専用で差分をレビューし、ルール違反・リスク・最小修正案を提示する
jp-uiのFoundation（色/タイポ/アイコン/形状/影）を参照して実装するためのスキル。Foundationトークンや関連ファイルが更新されたらこのスキルも更新する。
Performs comprehensive security audits of codebases, identifying vulnerabilities and security best practices
Run ESLint and TypeScript type checking on the frontend codebase. Use when user mentions "lint", "type check", "check code", "eslint", "tsc", or before committing changes.
Create new skills with TDD approach, testing before writing
Turn what we just did into a reusable skill. Captures the current workflow as a new SKILL.md file.
Meta-skill for publication-ready figures. Use when creating journal submission figures requiring multi-panel layouts, significance annotations, error bars, colorblind-safe palettes, and specific journal formatting (Nature, Science, Cell). Orchestrates matplotlib/seaborn/plotly with publication styles. For quick exploration use seaborn or plotly directly.
Generate a complete software specification document for the current project/repo, including architecture, data model, key processes, pseudocode, and Mermaid diagrams (context, container/deployment, module relations, sequence, ER, class, flowchart, state).
Initialize a fork of GoodDocs with fork-specific defaults and a customized doc type.
UI/UX guidelines for app development in this Turborepo (apps/web and future apps). Use when designing or implementing app pages, layouts, navigation, or interactions with Tailwind and @repo/ui components.
Generate OpenCode commands, skills, agents, or plugins when users ask to create/build/scaffold OpenCode components or tooling workflows. Use when deciding between command vs skill vs agent vs plugin. Do not trigger for general OpenCode Q&A or troubleshooting.
Amazon SageMaker for building, training, and deploying machine learning models. Use for SageMaker AI endpoints, model training, inference, MLOps, and AWS machine learning services.