Claude Skills by luokai0

Optimize Google Cloud Platform resource allocation and manage cloud credits efficiently. Use when planning GCP deployments, analyzing cloud spend, maximizing value from expiring credits, right-sizing instances, or designing cost-effective architectures. Triggers on GCP cost optimization, credit management, resource allocation planning, or cloud budget concerns.

Build dynamic web interfaces with htmx using hypermedia-driven patterns for partial page updates, lazy loading, infinite scroll, and server-sent events without writing JavaScript. Triggers on htmx usage, hypermedia architecture, or progressive enhancement requests.

Progressive context retrieval pattern for understanding unfamiliar codebases through iterative refinement

Design and validate JSON Schemas for API contracts, configuration files, and data exchange formats. Covers schema composition, conditional validation, and code generation from schemas. Triggers on JSON Schema creation, data validation, or API contract design requests.

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

Configure, deploy, and troubleshoot Model Context Protocol (MCP) servers for AI agent workflows. Use when setting up MCP servers, debugging connection issues, managing multi-server configurations, integrating with Claude Desktop/Code/Cowork, or designing custom tool servers. Triggers on MCP configuration, tool server development, Claude integration issues, or agent infrastructure setup.

Architects cross-platform and native mobile applications, providing guidance on state management, navigation, and platform-specific best practices for React Native, Flutter, iOS, and Android.

Curated bundle for managing monorepos with containerized deployment pipelines. Includes monorepo management, Docker containerization, CI/CD deployment, and coding standards. Use when setting up or improving multi-package repository infrastructure.

Manage monorepos and multi-package repositories with workspace tools, dependency management, selective builds, and change detection. Covers npm/pnpm workspaces, Turborepo, and Python monorepo patterns. Triggers on monorepo setup, workspace management, or multi-package repository requests.

Build production Next.js applications with App Router patterns, server components, data fetching strategies, authentication, and deployment. Covers the full stack from database to UI. Triggers on Next.js development, React server components, App Router, or full-stack TypeScript requests.

Advanced PostgreSQL patterns for performance optimization, complex queries, indexing strategies, and database design

Curated bundle of essential Python backend development skills. Includes FastAPI patterns, packaging, database migrations, CLI design, and Redis caching. Use when building Python API services or backend systems.

Structure Python projects for distribution with pyproject.toml, src layouts, dependency management, and publishing workflows. Covers packaging tools (hatch, setuptools, flit, poetry), versioning strategies, and editable installs. Triggers on Python project setup, packaging configuration, or dependency management requests.

Implement real-time features with WebSockets, Server-Sent Events, and long polling. Covers connection management, room-based messaging, presence tracking, and scaling strategies. Triggers on WebSocket implementation, real-time communication, or live update feature requests.

Use Redis effectively for caching, pub/sub messaging, rate limiting, distributed locks, and session storage. Covers data structure selection, expiration strategies, and cluster patterns. Triggers on Redis usage, caching architecture, or pub/sub messaging requests.

Onboard new repositories into a managed ecosystem with seed.yaml contracts, CI/CD setup, documentation standards, and governance integration. Covers the full lifecycle from repo creation through promotion readiness. Triggers on new repository setup, repo onboarding, or ecosystem integration requests.

Build fault-tolerant systems with circuit breakers, retries with backoff, bulkheads, timeouts, and graceful degradation. Covers distributed system failure modes and recovery strategies. Triggers on reliability engineering, fault tolerance, or distributed system resilience requests.

Mobile-first responsive design patterns with breakpoints, fluid layouts, and adaptive components

Provides expert guidance on Rust programming, focusing on memory safety, concurrency patterns, and idiomatic architectural choices for systems software.

Test-driven development workflow with comprehensive coverage requirements including unit, integration, and E2E tests

Write effective tests across the stack—unit, integration, E2E, and visual regression. Covers testing philosophy, framework selection, mocking strategies, and CI integration. Triggers on testing, test coverage, TDD, or quality assurance requests.

Implement vector similarity search with embedding generation, index selection, and hybrid retrieval strategies. Covers ChromaDB, pgvector, FAISS, and RAG pipeline design. Triggers on vector search, embeddings, semantic search, or RAG architecture requests.

Comprehensive quality verification system for code changes with build, type, lint, test, and security checks

Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.

Audit document collections to extract features, identify patterns, assess quality, and build structured inventories. Covers metadata extraction, content classification, gap analysis, and coverage mapping. Triggers on document audit, content inventory, or document feature extraction requests.

Architects high-impact GitHub Profile READMEs using the "Special Repository" mechanism. optimizing for recruitment signaling, visual semiotics, and dynamic automation (Actions, WakaTime).

Organize GitHub repositories for professional presentation and maintainability. README templates, documentation standards, repo organization patterns, and profile optimization. Triggers on GitHub cleanup, repo organization, README writing, or open source presentation requests.

Enforces the "Minimal Root" philosophy for repository organization and implements "World-Class README" standards. Moves config clutter to `.config/` and creates high-conversion documentation.

Validate that documentation, READMEs, and onboarding guides are comprehensible to someone with zero prior context. Systematic approach to testing docs from a stranger's perspective with actionable feedback. Triggers on documentation review, onboarding validation, or README quality assessment requests.

Write clear technical analysis, system architecture documents, decision records, and research synthesis. Covers argument structure, evidence-based reasoning, and technical communication patterns. Triggers on technical writing, architecture documentation, ADR creation, or analytical essay requests.

Design and generate curriculum materials for college composition courses (ENC1101 and similar). Use when creating syllabi, assignment prompts, rubrics, lesson plans, scaffolded writing sequences, peer review guides, or D2L/LMS-formatted content. Triggers on requests for composition pedagogy, writing assignment design, grading criteria, or freshman writing course materials.

Systematic content evaluation framework progressing through Critique → Reinforcement → Risk Analysis → Growth. Use when reviewing writing, arguments, proposals, code documentation, or any content requiring rigorous multi-dimensional assessment. Supports interactive guided mode or autonomous full-report mode, with output as markdown report, structured checklist, or inline revision suggestions. Triggers on requests to evaluate, critique, improve, strengthen, or review content quality.

Give effective feedback that promotes learning and growth. Covers written feedback on student work, rubric design, peer review facilitation, and constructive critique techniques. Triggers on grading, feedback, rubrics, peer review, or critique requests.

A pedagogical aid that uses the Socratic method to guide users to answers through questioning, rather than providing direct solutions, to deepen understanding.

Transform AI conversations and chat transcripts into publishable content including blog posts, documentation, tutorials, and knowledge base entries. Covers extraction, restructuring, and editorial refinement. Triggers on conversation-to-content, transcript processing, or chat-to-doc requests.

Publish essays and long-form content through a structured pipeline from draft to distribution. Covers markdown-to-HTML conversion, metadata management, cross-posting strategies, and RSS/Atom feed generation. Triggers on essay publishing, content pipeline, or blog deployment requests.

Curated bundle for the full essay lifecycle from writing through multi-platform distribution. Includes publishing pipeline, creative writing craft, content distribution strategy, and POSSE architecture. Use when building an end-to-end content publishing workflow.

Builds MCP (Model Context Protocol) servers and clients for extending AI assistants with custom tools, resources, and prompts.

Implements OAuth 2.0 and OpenID Connect authentication flows with proper security, token management, and common provider integrations.

Implement POSSE (Publish on Own Site, Syndicate Elsewhere) content distribution with canonical URLs, cross-platform syndication, backfeed collection, and resilient delivery. Covers multi-platform publishing automation and IndieWeb patterns. Triggers on POSSE implementation, content syndication architecture, or IndieWeb publishing requests.

Integrate with social media platform APIs for automated posting, scheduling, analytics retrieval, and content syndication. Covers OAuth flows, rate limiting, and multi-platform strategies. Triggers on social media API integration, automated posting, or platform API requests.

Install a pre-commit hook that scans .specstory/history for secrets before commits. Run when user says "set up secret scanning", "install specstory guard", "protect my history", or "check for secrets".

Track all URLs fetched during SpecStory AI coding sessions. Run when user says "show my link trail", "what URLs did I visit", "list fetched links", or "show web fetches".

Organize SpecStory AI coding sessions in .specstory/history into year/month folders. Run when user says "organize my history", "clean up specstory", "sort my sessions", or "organize specstory files".

Fetch project statistics from SpecStory Cloud. Run when user says "get project stats", "show SpecStory stats", "project statistics", "how many sessions", or "SpecStory metrics".

Summarize recent SpecStory AI coding sessions in standup format. Use when the user wants to review sessions from .specstory/history, prepare for standups, track work progress, or understand what was accomplished.

Analyze your SpecStory AI coding sessions in .specstory/history for yak shaving - when your initial goal got derailed into rabbit holes. Run when user says "analyze my yak shaving", "check for rabbit holes", "how distracted was I", or "yak shave score".

Designs reliable webhook systems with proper delivery guarantees, retry logic, signature verification, and idempotent processing for event-driven integrations.