DevOps

Validate OSCAL documents for structural integrity, schema compliance, and OSCAL-specific requirements. Use this skill to check if OSCAL documents are properly formatted and meet NIST OSCAL specifications before processing.

Search and retrieve academic literature from multiple databases.LOAD THIS SKILL WHEN: User says "搜尋文獻", "search literature", "find papers", "PubMed", "學術搜尋" | needs to find research articles | starting literature review.CAPABILITIES: PubMed search, MeSH term expansion, citation metrics, batch retrieval.

FastAPI with PostgreSQL, async SQLAlchemy 2.0, Alembic, and Docker.

Master MongoDB Atlas cloud setup, cluster configuration, security, networking, backups, and monitoring. Get production-ready cloud database in minutes. Use when setting up cloud MongoDB, configuring clusters, or managing Atlas.

Map training to professional certification requirements including IT (CompTIA, AWS, Azure, Cisco), Project Management (PMI, PMP), Healthcare, Financial Services, and Teaching certifications. Use for certification-aligned training. Activates on "certification", "CompTIA", "AWS", "PMP", or "professional cert".

Establish persistence on Windows and Linux systems using registry keys, scheduled tasks, services, cron jobs, SSH keys, backdoor accounts, and rootkits. Use when performing post-exploitation or maintaining long-term access.

Test-driven development. Use when asked to use TDD explicitly, or any other times when asked write a failing test before implementation, or similar.

Automates GitHub workflows including batch issue creation from JSON/CSV, PR creation with issue linking, pre-PR testing, and WordPress-specific validation (PHP linting, WPCS). Use when creating multiple issues, automating PR workflows, or validating WordPress code before commits.

Multi-agent autonomous startup system for Claude Code. Triggers on "Loki Mode". Orchestrates 100+ specialized agents across engineering, QA, DevOps, security, data/ML, business operations, marketing, HR, and customer success. Takes PRD to fully deployed, revenue-generating product with zero human intervention. Features Task tool for subagent dispatch, parallel code review with 3 specialized reviewers, severity-based issue triage, distributed task queue with dead letter handling, automatic deployment to cloud providers, A/B testing, customer feedback loops, incident response, circuit breakers, and self-healing. Handles rate limits via distributed state checkpoints and auto-resume with exponential backoff. Requires --dangerously-skip-permissions flag.

Analyze routes and recommend whether to use Server Actions or API routes based on use case patterns including authentication, revalidation, external API calls, and client requirements. Use this skill when deciding between Server Actions and API routes, optimizing Next.js data fetching, refactoring routes, analyzing route architecture, or choosing the right data mutation pattern. Trigger terms include Server Actions, API routes, route handler, data mutation, revalidation, authentication flow, external API, client-side fetch, route optimization, Next.js patterns.

Specialized workflow for transforming verbose natural language into semantic OCTAVE structures. REQUIRES octave-literacy to be loaded first. Use when refactoring documentation, generating knowledge artifacts, or compressing context. Triggers on: compress to octave, semantic compression, documentation refactoring.

Review Phase 1 ASCII UI designs from a product owner perspective. Analyze user journeys, identify potential issues, ask clarifying questions about requirements and user flows, create Mermaid diagrams (flowcharts, sequence diagrams, state charts), provide detailed system behavior documentation, and document error handling strategies. Use when reviewing ASCII mockups to validate design against actual user needs, understand system workflows, and ensure completeness before moving to implementation.

Use beads for structured task tracking with dependencies, recovery cards, and cross-session context management

First-principles deep thinking for significant problems. Use when you need to question assumptions, craft elegant solutions, and challenge beliefs.

Troubleshoot dev server reachability and HMR for WebF apps on real devices (Vite/Webpack): LAN IP vs localhost, 0.0.0.0/--host binding, firewall/ports, and websocket/HMR (ws://) issues. Use when the user mentions HMR, websocket, ws://, --host, 0.0.0.0, LAN IP, firewall, or a device that can load HTML but not assets/HMR.

This skill should be used when the user asks to "provision a VPS", "create a Hetzner server", "spin up a cloud server", "launch a Hetzner instance", "set up a cloud server for Claude Code", "deploy Claude Code to a server", "create a VPS for Claude", or mentions Hetzner Cloud provisioning. Automates VPS creation with Claude Code pre-installed.

Comprehensive research, analysis, and content extraction system. Multi-source parallel research using available researcher agents. Deep content analysis with extended thinking. Intelligent retrieval for difficult sites. Fabric pattern selection for 242+ specialized prompts. USE WHEN user says 'do research', 'extract wisdom', 'analyze content', 'find information about', or requests web/content research.

Updates API documentation, governance docs, and creates Architecture Decision Records (ADRs)

Analyze arXiv research papers and explain them in accessible terms. Use when the user mentions arXiv, research paper, academic paper, scientific paper, preprint, or provides an arxiv.org URL.

Codex MCP tool reference. Supplemental parameter docs for codex tool (tuannvm/codex-mcp-server).