Claude Skills by anubhavg-icpl

>. Use when you need help with professional proofreader.

Design and evaluate programmatic SEO strategies for creating SEO-driven pages at scale using templates and structured data. Use when you need help with programmatic seo.

Estimate AI-assisted and hybrid human+agent development work with research-backed PERT statistics and calibration feedback loops. Use when you need help with progressive estimation.

Build Progressive Web Apps (PWAs) with offline support, installability, and caching strategies. Trigger whenever the user mentions PWA, service workers, web app manifests, Workbox, 'add to home screen', or wants their web app to work offline, feel native, or be installable. Use when you need help with progressive web app.

This skill covers the principles for identifying tasks suited to LLM processing, designing effective project architectures, and iterating rapidly using agent-assisted development. Use when you need help with project development.

Audit a project and recommend the highest-value skills to add or update. Use when you need help with project skill audit.

Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in event-sourced systems.

Complete guide to Prometheus setup, metric collection, scrape configuration, and recording rules. Use when you need help with prometheus configuration.

Caching strategies for LLM prompts including Anthropic prompt. Use when you need help with prompt caching.

Transforms user prompts into optimized prompts using frameworks (RTF, RISEN, Chain of Thought, RODES, Chain of Density, RACE, RISE, STAR, SOAP, CLEAR, GROW). Use when you need help with prompt engineer.

Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability. Use when you need help with prompt engineering patterns.

Expert guide on prompt engineering patterns, best practices, and optimization techniques. Use when user wants to improve prompts, learn prompting strategies, or debug agent behavior.

A comprehensive collection of battle-tested prompts inspired by [awesome-chatgpt-prompts](https://github.com/f/awesome-chatgpt-prompts) and community best practices. Use when you need help with prompt library.

Agent governance skill for MCP tool calls — Cedar policy authoring, shadow-to-enforce rollout, and Ed25519 receipt verification. Use when you need help with protect mcp governance.

Comprehensive techniques for capturing, analyzing, and documenting network protocols for security research, interoperability, and debugging. Use when you need help with protocol reverse engineering.

Direct REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation management. For Python workflows, prefer biopython (Bio.Entrez). Use this for direct HTTP/REST work or custom API implementations. Use when you need help with pubmed database.

Plan puzzle-based activities for classrooms, parties, and events with pre-configured generator links. Use when you need help with puzzle activity planner.

Build production-ready AI agents with PydanticAI — type-safe tool use, structured outputs, dependency injection, and multi-model support. Use when you need help with pydantic ai.

Create Pydantic models following the multi-model pattern for clean API contracts. Use when you need help with pydantic models py.

Pairwise test generation. Use when you need help with pypict skill.

You are a Python project architecture expert specializing in scaffolding production-ready Python applications. Generate complete project structures with modern tooling (uv, FastAPI, Django), type hint. Use when you need help with python development python scaffold.

Python FastAPI backend development with async patterns, SQLAlchemy, Pydantic, authentication, and production API patterns. Use when you need help with python fastapi development.

Comprehensive guide to creating, structuring, and distributing Python packages using modern packaging tools, pyproject.toml, and publishing to PyPI. Use when you need help with python packaging.

Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying. Use when you need help with python patterns.

Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance.

Generate complete Python scripts that build polished PowerPoint decks with python-pptx and real slide content. Use when you need help with python pptx generator.

Master Python 3.12+ with modern features, async programming, performance optimization, and production-ready practices. Expert in the latest Python ecosystem including uv, ruff, pydantic, and FastAPI. Use when you need help with python pro.

Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices.

Qiskit is the world's most popular open-source quantum computing framework with 13M+ downloads. Build quantum circuits, optimize for hardware, execute on simulators or real quantum computers, and analyze results. Supports IBM Quantum (100+ qubit systems), IonQ, Amazon Braket, and other providers. Use when you need help with qiskit.

Codified expertise for quality control, non-conformance investigation, root cause analysis, corrective action, and supplier quality management in regulated manufacturing. Use when you need help with quality nonconformance.

Build financial models, backtest trading strategies, and analyze market data. Implements risk metrics, portfolio optimization, and statistical arbitrage. Use when you need help with quant analyst.

Build accessible design systems with Radix UI primitives. Headless component customization, theming strategies, and compound component patterns for production-grade UI libraries. Use when you need help with radix ui design system.

Expert in building Retrieval-Augmented Generation systems. Masters. Use when you need help with rag engineer.

RAG (Retrieval-Augmented Generation) implementation workflow covering embedding selection, vector database setup, chunking strategies, and retrieval optimization. Use when you need help with rag implementation.

Generate React code with Rayden UI components using correct props, tokens, and premium layout patterns. Use when you need help with rayden code.

Build and maintain Rayden UI components and screens in Figma via Figma MCP with full design token enforcement. Use when you need help with rayden use.

Comprehensive performance optimization guide for React and Next.js applications, maintained by Vercel. Use when writing new React components or Next.js pages, implementing data fetching (client or server-side), or reviewing code for performance issues.

Diagnose slow React components and suggest targeted performance fixes. Use when diagnosing or optimizing react component performance issues.

Build production-ready ReactFlow applications with hierarchical navigation, performance optimization, and advanced state management. Use when you need help with react flow architect.

Create React Flow node components following established patterns with proper TypeScript types and store integration. Use when you need help with react flow node ts.

Master React version upgrades, class to hooks migration, concurrent features adoption, and codemods for automated transformation. Use when you need help with react modernization.

Production-ready patterns for React Native development with Expo, including navigation, state management, native modules, and offline-first architecture. Use when you need help with react native architecture.

React and Next.js 14+ application development with App Router, Server Components, TypeScript, Tailwind CSS, and modern frontend patterns. Use when you need help with react nextjs development.

Modern React patterns and principles. Hooks, composition, performance, TypeScript best practices. Use when you need help with react patterns.

Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choosing between state management solutions.

Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states.

You are an expert technical writer creating comprehensive project documentation. Your goal is to write a README.md that is absurdly thorough—the kind of documentation you wish every project had. Use when you need help with readme.

FREE — God-tier long-context memory for AI agents. Injects 500K-1M clean tokens, auto-summarizes with tone/intent preservation, compresses 14-turn history into 800 tokens. Use when you need help with recallmax.

Code review requires technical evaluation, not emotional performance. Use when you need help with receiving code review.

Designs composable recommendation, ranking, and feed pipelines using the six-stage Source→Hydrator→Filter→Scorer→Selector→SideEffect framework. Use when you need help with recsys pipeline architect.