GitHub Skills

awesome-copilot/skills/power-platform-mcp-connector-suite

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

awesome-copilot/skills/powerbi-modeling

Semantic modeling assistant for building optimized Power BI data models with DAX, relationships, and best practices. Connects to active Power BI models (Desktop or Fabric) to analyze current structure before providing guidance on star schemas, relationships, measures, and naming conventions Covers core modeling tasks: creating DAX measures, configuring table relationships and cardinality, implementing row-level security (RLS), and optimizing performance Includes model quality assessment...

awesome-copilot/skills/pr-dashboard

Open a GitHub PR dashboard in the browser. Use when the user asks to see their pull requests, open the PR dashboard, show PRs for a date range, or check PR…

gh-aw/.github/skills/pr-finisher

Prepare an open pull request for merge from a GitHub Copilot cloud agent. Drives Reviews, local validation, and Mergeable to a ready state. Does not merge, and…

awesome-copilot/skills/pr-screenshots

Embed before/after screenshots and annotated images in pull request descriptions. Covers PR description patterns, image upload for Azure DevOps and GitHub, and…

gh-aw/.github/skills/pr-to-go-linter

Generate a new pkg/linters analyzer from a merged or open PR pattern.

awesome-copilot/skills/prd

Generate comprehensive Product Requirements Documents that translate business vision into technical specifications. Follows a strict three-phase workflow: discovery interview to fill knowledge gaps, analysis and scoping to identify dependencies, and technical drafting using a standardized PRD schema Requires concrete, measurable success criteria and acceptance criteria; explicitly avoids vague language like "fast" or "intuitive" in favor of quantifiable benchmarks Covers executive summary,...

awesome-copilot/skills/premium-frontend-ui

A comprehensive guide for GitHub Copilot to craft immersive, high-performance web experiences with advanced motion, typography, and architectural craftsmanship.

awesome-copilot/skills/project-workflow-analysis-blueprint-generator

Generates detailed implementation blueprints by analyzing project architecture, technology stacks, and workflow patterns. Auto-detects project type, entry points, persistence mechanisms, and architecture patterns (.NET, Java/Spring, React, microservices, etc.) to tailor documentation Documents complete end-to-end workflows across entry points, service layers, data access, error handling, and response construction with actual code examples Configurable output detail levels, workflow count,...

awesome-copilot/skills/prompt-builder

Guides developers through creating production-ready GitHub Copilot prompts with structured discovery and best practices. Systematically gathers requirements across nine discovery sections covering identity, persona, task specification, context, instructions, output format, tools, and validation Generates complete .prompt.md files with proper front matter, clear structure, and comprehensive instructions following established patterns Includes best practices for prompt engineering, tool...

awesome-copilot/skills/prompt-optimizer

Turn any rough prompt, half-formed idea, or task description into a finished, ready-to-send prompt optimized for any LLM model inside a chat interface — NOT…

gh-aw/.github/skills/prompt-token-efficiency

Rewrite prompts for minimal tokens, maximal clarity, and low ambiguity for LLM consumption.

awesome-copilot/skills/publish-to-pages

Publish presentations and web content to GitHub Pages. Converts PPTX, PDF, HTML, or Google Slides to a live GitHub Pages URL. Handles repo creation, file…

awesome-copilot/skills/pytest-coverage

Run pytest with coverage reporting to identify and eliminate untested code lines. Generates annotated source files in cov_annotate/ directory, with ! markers indicating uncovered lines Supports module-specific coverage checks via --cov=module_name and targeted test runs on specific test files Workflow: run coverage, review annotated files for uncovered lines, write tests to cover gaps, repeat until 100% coverage achieved

copilot-cli-for-beginners/.github/skills/pytest-gen

Generate comprehensive pytest tests - use when generating tests, creating test suites, or testing Python code

awesome-copilot/skills/python-azure-iot-edge-modules

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

awesome-copilot/skills/python-mcp-server-generator

Complete Python MCP server project generator with tools, resources, and proper configuration. Scaffolds a new Python project using uv with MCP SDK, proper directory structure, and .gitignore Supports both stdio (local) and streamable-http (remote) transport types with optional host, port, and stateless mode configuration Generates decorated tools, resources, and prompts with automatic schema generation from type hints and docstrings Includes comprehensive error handling, async/await support,...

awesome-copilot/skills/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…

awesome-copilot/skills/qdrant-clients-sdk

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

awesome-copilot/skills/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…

awesome-copilot/skills/qdrant-horizontal-scaling

Diagnoses and guides Qdrant horizontal scaling decisions. Use when someone asks 'vertical or horizontal?', 'how many nodes?', 'how many shards?', 'how to add…

awesome-copilot/skills/qdrant-indexing-performance-optimization

Diagnoses and fixes slow Qdrant indexing and data ingestion. Use when someone reports 'uploads are slow', 'indexing takes forever', 'optimizer is stuck', 'HNSW…

awesome-copilot/skills/qdrant-memory-usage-optimization

Diagnoses and reduces Qdrant memory usage. Use when someone reports 'memory too high', 'RAM keeps growing', 'node crashed', 'out of memory', 'memory leak', or…

awesome-copilot/skills/qdrant-minimize-latency

Guides Qdrant query latency optimization. Use when someone asks 'search is slow', 'how to reduce latency', 'p99 is too high', 'tail latency', 'single query too…

awesome-copilot/skills/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…

awesome-copilot/skills/qdrant-monitoring

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

awesome-copilot/skills/qdrant-monitoring-debugging

Diagnoses Qdrant production issues using metrics and observability tools. Use when someone reports 'optimizer stuck', 'indexing too slow', 'memory too high',…

awesome-copilot/skills/qdrant-monitoring-setup

Guides Qdrant monitoring setup including Prometheus scraping, health probes, Hybrid Cloud metrics, alerting, and log centralization. Use when someone asks 'how…

awesome-copilot/skills/qdrant-performance-optimization

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

awesome-copilot/skills/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',…