CI/CD

Create marketing content optimized for both human readers and LLM discovery (GEO/AEO). Use when the user needs to write or improve marketing materials including landing page copy, tweet threads, launch emails, blog posts, or feature announcements. Automatically analyzes the user's codebase to understand product features and value propositions. Applies casual, direct brand voice and Generative Engine Optimization principles to maximize visibility in AI search results.

Scaffold, structure, and deploy the Physical AI textbook in Docusaurus with book-aware content and RAG-ready exports. Use when creating or updating the Docusaurus site, adding chapters, configuring sidebar, or deploying to GitHub Pages/Vercel.

Deploys public-facing apps that handle their own authentication (like Jellyfin, game servers) without Authelia forward auth

Document user-facing features in a codebase. Use when asked to document features, explain what software does, or generate feature docs. Identifies features (not technical layers), then produces numbered markdown files per feature. Works with any language.

Generate executive-grade proposals for 360 Social Impact Studios' innovation transformation services. Creates customized proposals with proper GenIP attribution, cultural considerations, and strategic positioning across Innovation Assessment, Business Design, and Leadership & Culture tracks.

Run PHPUnit tests and fix failures using intelligent agent delegation. Use when user requests to:- Run tests (full suite, specific path, or single file)- Fix failing tests- Analyze test failures- Check test coverageDelegates to runner agent (haiku) for execution and fixer agent (sonnet) for fixes.Automatically cycles between run and fix until tests pass or human intervention needed.

Autonomously explore unfamiliar codebases using Miller's code intelligence. Use semantic search, symbol navigation, and call path tracing to understand architecture without reading entire files. Activates when user asks to understand, explore, or learn about a codebase.

Analyze production incidents and generate prioritized triage checklists

Multi-agent and MCP pipeline security with 5-layer defense architecture. Use when building MCP servers, multi-agent systems, or any pipeline that handles user input to prevent prompt injection and ensure proper authorization.

Enterprise CLI tool architecture with multi-language patterns, UX/DX optimization, and production deployment strategies

Guide for building production-ready LiveKit voice AI agents with multi-agent workflows and intelligent handoffs. Use when creating real-time voice agents that need to transfer control between specialized agents, implement supervisor escalation, or build complex conversational systems.

Searches the NIST NVD database for CVE vulnerabilities using API 2.0. Returns CVE details, CVSS scores, affected software, and references. Use when user asks about "CVE", "vulnerability database", "NIST", "NVD", "security advisory", "CVE-2024", "CVE-2023", "脆弱性", "セキュリティアドバイザリ", or wants to find known vulnerabilities for specific software.

Implement or extend user-facing workflows in SvelteKit applications with full-stack capabilities. Specialized in SvelteKit's load functions, form actions, and progressive enhancement. Use when the feature is primarily a UI/UX change backed by existing APIs, affects only the web frontend, and requires following SvelteKit conventions.

MLOps Captain - Model training, deployment, monitoring, and ML lifecycle management

Master Ancient Greek philosophical methods, vocabulary, and debates. Use for: Socratic method, Platonic dialogues, Aristotelian analysis, Stoic ethics, Epicurean philosophy, pre-Socratic thought. Triggers: 'Socrates', 'Plato', 'Aristotle', 'Stoic', 'Epicurean', 'eudaimonia', 'virtue ethics', 'elenchus', 'four causes', 'Forms', 'nous', 'logos', 'phronesis', 'ataraxia', 'apatheia', 'dialectic', 'maieutic', 'pre-Socratic', 'Heraclitus', 'Parmenides', 'the Good', 'unmoved mover'.

Use this skill proactively to write and revise feature specifications

Idiomatic Go patterns and conventions from official Effective Go guide. Use when writing Go code to ensure proper naming, error handling, concurrency patterns, interface design, and Go-specific idioms. Triggers on Go file creation/editing, code review, or when user asks for idiomatic Go. If you cannot find any info visit to https://go.dev/doc/effective_go

Applies Open Session's official brand colors and typography to any sort of artifact that may benefit from having our brand's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.

Deep exploration from a key paper. Triggers: 這篇論文的相關研究, 誰引用這篇, 類似文章, related articles, citation tree, paper exploration

Systematic debugging and code cleanup for Practice Hub. Includes scripts to find/remove console.log statements, track TODOs/FIXMEs, validate code quality, and prepare codebase for production deployment. Critical for pre-production cleanup.