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GitHubSkillgithub/awesome-copilot/skills/premium-frontend-ui/SKILL.md
A comprehensive guide for GitHub Copilot to craft immersive, high-performance web experiences with advanced motion, typography, and architectural craftsmanship.
2 projects use a version of this
GitHubSkillgithub/awesome-copilot/skills/project-workflow-analysis-blueprint-generator/SKILL.md
Comprehensive technology-agnostic prompt generator for documenting end-to-end application workflows. Automatically detects project architecture patterns, technology stacks, and data flow patterns to generate detailed implementation blueprints covering entry points, service layers, data access, error handling, and testing approaches across multiple technologies including .NET, Java/Spring, React, and microservices architectures.
1 project uses a version of this
GitHubSkillgithub/awesome-copilot/skills/prompt-optimizer/SKILL.md
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 the API. Use this skill whenever the user wants to write, rewrite, optimize, improve, sharpen, or polish a prompt for chat. Trigger phrases include "rewrite this prompt", "make this a better prompt", "optimize this prompt", "turn this into a prompt", "help me prompt this", "draft a prompt that...", "I want to ask...", or whenever the user pastes a draft prompt and asks for improvements. Also trigger when the user describes a task they plan to send to an LLM model and clearly wants a reusable, well-structured prompt rather than a direct answer. The output is always a single, copy-pasteable prompt in a code block that the user sends as-is — never a template with placeholders.
72 projects use a version of this
GitHubSkillgithub/awesome-copilot/skills/protobuf-grpc-api-review/SKILL.md
Review Protocol Buffer (.proto) and gRPC API changes for wire and JSON compatibility, safe schema evolution, rollout hazards, and RPC contract quality. Use when reviewing proto diffs, adding or changing messages and services, planning migrations, or diagnosing cross-version failures.
No other project uses it yet
GitHubSkillgithub/awesome-copilot/skills/pr-screenshots/SKILL.md
Embed before/after screenshots and annotated images in pull request descriptions. Covers PR description patterns, image upload for Azure DevOps and GitHub, and sizing best practices.
14 projects use a version of this
GitHubSkillgithub/awesome-copilot/skills/publish-to-pages/SKILL.md
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 conversion, Pages enablement, and returns the live URL. Use when the user wants to publish, deploy, or share a presentation or HTML file via GitHub Pages.
3 projects use a version of this
GitHubSkillgithub/awesome-copilot/skills/pytest-coverage/SKILL.md
Run pytest tests with coverage, discover lines missing coverage, and increase coverage to 100%.
Surging1 mention in 2 weeks
6 projects use a version of this
GitHubSkillgithub/awesome-copilot/skills/python-azure-iot-edge-modules/SKILL.md
Build and operate Python Azure IoT Edge modules with robust messaging, deployment manifests, observability, and production readiness checks.
No other project uses it yet
GitHubSkillgithub/awesome-copilot/skills/python-mcp-server-generator/SKILL.md
Use this skill when the user wants to create a new Model Context Protocol (MCP) server in Python. Also use it to expose Python functions, an API, or a database to AI clients as MCP tools. The skill makes a uv project with the MCP Python SDK v2 (MCPServer), typed tools, in-memory tests, and client configuration. Do not use it for an MCP client or for a server in another language.
5 projects use a version of this
GitHubSkillgithub/awesome-copilot/skills/python-pypi-package-builder/SKILL.md
End-to-end skill for building, testing, linting, versioning, and publishing a production-grade Python library to PyPI. Covers all four build backends (setuptools+setuptools_scm, hatchling, flit, poetry), PEP 440 versioning, semantic versioning, dynamic git-tag versioning, OOP/SOLID design, type hints (PEP 484/526/544/561), Trusted Publishing (OIDC), and the full PyPA packaging flow. Use for: creating Python packages, pip-installable SDKs, CLI tools, framework plugins, pyproject.toml setup, py.typed, setuptools_scm, semver, mypy, pre-commit, GitHub Actions CI/CD, or PyPI publishing.
2 projects use a version of this
GitHubSkillgithub/awesome-copilot/skills/qdrant-clients-sdk/SKILL.md
Qdrant provides client SDKs for various programming languages, allowing easy integration with Qdrant deployments.
5 projects use a version of this
GitHubSkillgithub/awesome-copilot/skills/qdrant-deployment-options/SKILL.md
Guides Qdrant deployment selection. Use when someone asks 'how to deploy Qdrant', 'Docker vs Cloud', 'local mode', 'embedded Qdrant', 'Qdrant EDGE', 'which deployment option', 'self-hosted vs cloud', or 'need lowest latency deployment'. Also use when choosing between deployment types for a new project.
4 projects use a version of this
GitHubSkillgithub/awesome-copilot/skills/qdrant-model-migration/SKILL.md
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 model', 'zero-downtime model change', 'how to re-embed my data', or 'can I use two models at once'. Also use when upgrading model dimensions, switching providers, or A/B testing models.
4 projects use a version of this
GitHubSkillgithub/awesome-copilot/skills/qdrant-monitoring/debugging/SKILL.md
Diagnoses Qdrant production issues using metrics and observability tools. Use when someone reports 'optimizer stuck', 'indexing too slow', 'memory too high', 'OOM crash', 'queries are slow', 'latency spike', or 'search was fast now it's slow'. Also use when performance degrades without obvious config changes.
1 project uses a version of this
GitHubSkillgithub/awesome-copilot/skills/qdrant-monitoring/setup/SKILL.md
Guides Qdrant monitoring setup including Prometheus scraping, health probes, Hybrid Cloud metrics, alerting, and log centralization. Use when someone asks 'how to set up monitoring', 'Prometheus config', 'Grafana dashboard', 'health check endpoints', 'how to scrape Hybrid Cloud', 'what alerts to set', 'how to centralize logs', or 'audit logging'.
1 project uses a version of this
GitHubSkillgithub/awesome-copilot/skills/qdrant-monitoring/SKILL.md
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 memory growing', 'requests are slow', or needs to set up Prometheus, Grafana, or health checks. Also use when debugging production issues that require metric analysis.
4 projects use a version of this
GitHubSkillgithub/awesome-copilot/skills/qdrant-performance-optimization/indexing-performance-optimization/SKILL.md
Diagnoses and fixes slow Qdrant indexing and data ingestion. Use when someone reports 'uploads are slow', 'indexing takes forever', 'optimizer is stuck', 'HNSW build time too long', or 'data uploaded but search is bad'. Also use when optimizer status shows errors, segments won't merge, or indexing threshold questions arise.
1 project uses a version of this
GitHubSkillgithub/awesome-copilot/skills/qdrant-performance-optimization/memory-usage-optimization/SKILL.md
Diagnoses and reduces Qdrant memory usage. Use when someone reports 'memory too high', 'RAM keeps growing', 'node crashed', 'out of memory', 'memory leak', or asks 'why is memory usage so high?', 'how to reduce RAM?'. Also use when memory doesn't match calculations, quantization didn't help, or nodes crash during recovery.
1 project uses a version of this
GitHubSkillgithub/awesome-copilot/skills/qdrant-performance-optimization/search-speed-optimization/SKILL.md
Diagnoses and fixes slow Qdrant search. Use when someone reports 'search is slow', 'high latency', 'queries take too long', 'low QPS', 'throughput too low', 'filtered search is slow', or 'search was fast but now it's slow'. Also use when search performance degrades after config changes or data growth.
1 project uses a version of this
GitHubSkillgithub/awesome-copilot/skills/qdrant-performance-optimization/SKILL.md
Different techniques to optimize the performance of Qdrant, including indexing strategies, query optimization, and hardware considerations. Use when you want to improve the speed and efficiency of your Qdrant deployment.
5 projects use a version of this
Plain text files in a repository that tell a coding agent how the project works: commands to run, conventions to follow and things to avoid. CLAUDE.md, AGENTS.md, cursor rules and skills are the common kinds.
CLAUDE.md is read by Claude Code. AGENTS.md is an open format that Codex, Cursor and other agents read. Many projects keep one and point the other at it.
A folder with a SKILL.md that describes one capability, such as filling PDFs or reviewing code. The agent loads it only when the task calls for it.
Your agents already can, over MCP, limited to the files you're allowed to read. Searching them from this page is coming.
