Prompts for Copilot

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Agent Skill

Refactor Plan

Create a concrete plan before starting a multi-file refactor. Use when the user asks to plan, sequence, scope, or safely execute a refactor across multiple files; always…

Code Review, Testing & Debugging Copilot
Agent Skill

React18 Enzyme to Rtl

Provides exact Enzyme → React Testing Library migration patterns for React 18 upgrades. Use this skill whenever Enzyme tests need to be rewritten - shallow, mount, wrapp…

Web Development Copilot
Agent Skill

Remember

Transforms lessons learned into domain-organized memory instructions (global or workspace). Syntax: `/remember [>domain [scope]] lesson clue` where scope is `global` (de…

Agent Skills Copilot
Agent Skill

React18 Legacy Context

Provides the complete migration pattern for React legacy context API (contextTypes, childContextTypes, getChildContext) to the modern createContext API. Use this skill w…

Web Development Copilot
Agent Skill

React18 Lifecycle Patterns

Provides exact before/after migration patterns for the three unsafe class component lifecycle methods - componentWillMount, componentWillReceiveProps, and componentWillU…

Web Development Copilot
Agent Skill

React18 String Refs

Provides exact migration patterns for React string refs (ref="name" + this.refs.name) to React.createRef() in class components. Use this skill whenever migrating string…

Web Development Copilot
Agent Skill

React19 Concurrent Patterns

Preserve React 18 concurrent patterns and adopt React 19 APIs (useTransition, useDeferredValue, Suspense, use(), useOptimistic, Actions) during migration.

Web Development Copilot
Agent Skill

Python Azure Iot Edge Modules

Build and operate Python Azure IoT Edge modules with robust messaging, deployment manifests, observability, and production readiness checks.

DevOps & Cloud Copilot
Agent Skill

Quasi Coder

Expert 10x engineer skill for interpreting and implementing code from shorthand, quasi-code, and natural language descriptions. Use when collaborators provide incomplete…

Agent Skills Copilot Fill-in
Agent Skill

Python MCP Server Generator

Generate a complete MCP server project in Python with tools, resources, and proper configuration

Languages & Algorithms Copilot
Agent Skill

React Audit Grep Patterns

Provides the complete, verified grep scan command library for auditing React codebases before a React 18.3.1 or React 19 upgrade. Use this skill whenever running a migra…

Web Development Copilot
Agent Skill

Python Pypi Package Builder

End-to-end skill for building, testing, linting, versioning, and publishing a production-grade Python library to PyPI. Covers all four build backends (setuptools+setupto…

Languages & Algorithms Copilot
Agent Skill

React Container Presentation Component

Create a React component using the Container/Presentation pattern in src/components by asking for the component name and type (ui or features), then scaffold files that…

Web Development Copilot
Agent Skill

Qdrant Clients SDK

Qdrant provides client SDKs for various programming languages, allowing easy integration with Qdrant deployments.

Languages & Algorithms Copilot
Agent Skill

Qdrant Deployment Options

Guides Qdrant deployment selection. Use when someone asks 'how to deploy Qdrant', 'Docker vs Cloud', 'local mode', 'embedded Qdrant', 'Qdrant EDGE', 'which deployment op…

DevOps & Cloud Copilot
Agent Skill

Qdrant Model Migration

Guides embedding model migration in Qdrant without downtime. Use when someone asks 'how to switch embedding models', 'how to migrate vectors', 'how to update to a new mo…

Agent Skills Copilot
Agent Skill

Qdrant Monitoring

Guides Qdrant monitoring and observability setup. Use when someone asks 'how to monitor Qdrant', 'what metrics to track', 'is Qdrant healthy', 'optimizer stuck', 'why is…

Agent Skills Copilot
Agent Skill

Qdrant Performance Optimization

Different techniques to optimize the performance of Qdrant, including indexing strategies, query optimization, and hardware considerations. Use when you want to improve…

Agent Skills Copilot
Agent Skill

Qdrant Scaling

Guides Qdrant scaling decisions. Use when someone asks 'how many nodes do I need', 'data doesn't fit on one node', 'need more throughput', 'cluster is slow', 'too many t…

Agent Skills Copilot
Agent Skill

Qdrant Search Quality

Diagnoses and improves Qdrant search relevance. Use when someone reports 'search results are bad', 'wrong results', 'low precision', 'low recall', 'irrelevant matches'…

Agent Skills Copilot
Agent Skill

Pytest Coverage

Run pytest tests with coverage, discover lines missing coverage, and increase coverage to 100%.

Agent Skills Copilot
Agent Skill

Qdrant Version Upgrade

Guidance on how to upgrade your Qdrant version without interrupting the availability of your application and ensuring data integrity.

DevOps & Cloud Copilot
Agent Skill

Power Platform MCP Connector Suite

Generate complete Power Platform custom connector with MCP integration for Copilot Studio - includes schema generation, troubleshooting, and validation

Agents & Automations Copilot
Agent Skill

Powerbi Modeling

Power BI semantic modeling assistant for building optimized data models. Use when working with Power BI semantic models, creating measures, designing star schemas, confi…

Databases & SQL Copilot