Use this guide when Codex should operate a Vault managed by the `LLM Knowledge Bases` MCP server.

A design system is the single source of truth for an organization's UI — combining design tokens, component libraries, documentation, and tooling into a cohesive ecosystem. It ensures consistency, acc

2025 is the year of LLM agents. As AI systems transition from simple chatbots to autonomous agents capable of executing code, browsing the web, and interacting with APIs, the attack surface expands dr

Draft Diversity, Equity, and Inclusion statements for academic applications.

> **Source**: [https://github.com/aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills)

Access ENCORI (StarBase) database for miRNA-target, RNA-RNA, and other regulatory data. Invoke when user asks to search ENCORI or retrieve regulatory interactions.

Search FDA industry guidelines by therapeutic area or topic.

NIH funding trend analysis to identify high-priority research areas.

A Pythonic wrapper around RDKit with simplified interfaces and sensible defaults. Preferred for standard drug discovery workflows including SMILES parsing, standardization, descriptors, fingerprints, clustering, 3D conformer generation, and parallel processing. Returns native rdkit.Chem.Mol objects. For advanced control or custom parameters, use rdkit directly.

> **Source**: [https://github.com/aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills)

A framework for engineering word-of-mouth and making products, ideas, and content contagious. Based on Jonah Berger's research into why certain things catch on while others languish in obscurity — and

Foundational design principles for creating products that are intuitive, discoverable, and understandable. The "bible of UX" — applicable to physical products, software, and any human-designed system.

Framework for building habit-forming products. Based on a fundamental truth: habits are not created—they are built through successive cycles through the Hook.

Framework for designing native iOS app interfaces that feel intuitive, consistent, and aligned with Apple's design philosophy. Based on Apple's Human Interface Guidelines, the definitive resource for

A systematic approach to building startups and launching new products that shortens development cycles and rapidly discovers if a business model is viable.

Create websites and applications at the level of world-class digital agencies. This skill embodies the craft of studios that consistently win FWA, Awwwards, CSS Design Awards, and Webby Awards.

A complete system for running a business with six key components. Designed for entrepreneurial companies ($2M-$50M revenue, 10-250 employees) that want to align vision and execution.

\ud83e\udd16 Andru.ia Solutions Architect - Hybrid Engine (v2.0) workflow skill. Use this skill when the user needs Arquitecto de Soluciones Principal y Consultor Tecnol\u00f3gico de Andru.ia. Diagnostica y traza la hoja de ruta \u00f3ptima para proyectos de IA en espa\u00f1ol and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

\ud83e\udd16 Andru.ia Solutions Architect - Hybrid Engine (v2.0) workflow skill. Use this skill when the user needs Arquitecto de Soluciones Principal y Consultor Tecnol\u00f3gico de Andru.ia. Diagnostica y traza la hoja de ruta \u00f3ptima para proyectos de IA en espa\u00f1ol and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

\ud83d\udd28 Andru.ia Skill-Smith (The Forge) workflow skill. Use this skill when the user needs Ingeniero de Sistemas de Andru.ia. Dise\u00f1a, redacta y despliega nuevas habilidades (skills) dentro del repositorio siguiendo el Est\u00e1ndar de Diamante and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

/aegisops-ai \u2014 Autonomous Governance Orchestrator workflow skill. Use this skill when the user needs Autonomous DevSecOps & FinOps Guardrails. Orchestrates Gemini 3 Flash to audit Linux Kernel patches, Terraform cost drifts, and K8s compliance and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

/aegisops-ai \u2014 Autonomous Governance Orchestrator workflow skill. Use this skill when the user needs Autonomous DevSecOps & FinOps Guardrails. Orchestrates Gemini 3 Flash to audit Linux Kernel patches, Terraform cost drifts, and K8s compliance and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

AgentMail \u2014 Email for AI Agents workflow skill. Use this skill when the user needs Email infrastructure for AI agents. Create accounts, send/receive emails, manage webhooks, and check karma balance via the AgentMail API and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

AgentMail \u2014 Email for AI Agents workflow skill. Use this skill when the user needs Email infrastructure for AI agents. Create accounts, send/receive emails, manage webhooks, and check karma balance via the AgentMail API and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

AgentPhone workflow skill. Use this skill when the user needs Build AI phone agents with AgentPhone API. Use when the user wants to make phone calls, send/receive SMS, manage phone numbers, create voice agents, set up webhooks, or check usage \u2014 anything related to telephony, phone numbers, or voice AI and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

AgentPhone workflow skill. Use this skill when the user needs Build AI phone agents with AgentPhone API. Use when the user wants to make phone calls, send/receive SMS, manage phone numbers, create voice agents, set up webhooks, or check usage \u2014 anything related to telephony, phone numbers, or voice AI and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Alpha Vantage \u2014 Financial Market Data workflow skill. Use this skill when the user needs Access 20+ years of global financial data: equities, options, forex, crypto, commodities, economic indicators, and 50+ technical indicators and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Alpha Vantage \u2014 Financial Market Data workflow skill. Use this skill when the user needs Access 20+ years of global financial data: equities, options, forex, crypto, commodities, economic indicators, and 50+ technical indicators and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Astro Web Framework workflow skill. Use this skill when the user needs Build content-focused websites with Astro \u2014 zero JS by default, islands architecture, multi-framework components, and Markdown/MDX support and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

\ud83d\udd79\ufe0f Autonomous Agent Patterns workflow skill. Use this skill when the user needs Design patterns for building autonomous coding agents, inspired by Cline and OpenAI Codex and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

DEVOPS-DEPLOY \u2014 Da Ideia para Producao workflow skill. Use this skill when the user needs DevOps e deploy de aplicacoes \u2014 Docker, CI/CD com GitHub Actions, AWS Lambda, SAM, Terraform, infraestrutura como codigo e monitoramento and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Build SwiftUI layouts using stacks, grids, lists, scroll views, forms, and controls. Covers VStack/HStack/ZStack, LazyVGrid/LazyHGrid, List with sections and swipe actions, ScrollView with ScrollViewReader, Form with validation, Toggle/Picker/Slider, .searchable, and overlay patterns. Use when building data-driven layouts, collection views, settings screens, search interfaces, or transient overlay UI.

Break down complex content into eye-catching image card series with multiple style options.

Use when starting any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.

Builds form components and data collection interfaces including contact forms, registration flows, checkout processes, surveys, and settings pages. Includes 50+ input types, validation strategies, accessibility patterns (WCAG 2.1), multi-step wizards, and UX best practices. Provides decision trees from data type to component selection, validation timing guidance, and error handling patterns. Use when creating forms, collecting user input, building surveys, implementing validation, designing multi-step workflows, or ensuring form accessibility.

'Use when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations (for example: Codex, Responses API, Chat Completions, Apps SDK, Agents SDK, Realtime, model capabilities or limits); prioritize OpenAI docs MCP tools and restrict any fallback browsing to official OpenAI domains.'

'Investigate bugs or audit code with repro evidence, root cause analysis, and fixes.'

'Audit, update, and validate dependencies, vulnerabilities, and licenses.'

'Validate product fit before discovery using PRODUCT.md and scope checks.'

'Create compact session handoffs for continuation after pause or compaction.'

'Repair skill hygiene: frontmatter, links, references, manifests, and parity drift.'

'Build an external-knowledge wiki from clipped articles, papers, and transcripts.'

'Use official OpenAI docs for API/product questions needing current citations.'

'Trace where knowledge, decisions, or artifacts came from.'

'Run repository security scans and release-gating checks.'

'Run full lifecycle: discovery, crank implementation, validation, and report.'

Claude Code plugins follow a standardized directory structure with automatic component discovery. Understanding this structure enables creating well-organized, maintainable plugins that integrate seam

'Layered (n-tier) architecture with enforced layer boundaries and separation of concerns.'

Coordinate Claude Code Agent Teams through filesystem-based protocol. Use

Delegate tasks to external LLM services (Gemini, Qwen) with quota, logging,