published by github

50 listings on this page, in order of arrival. Each one has its own page with README, repository facts and source links.

1. premium-frontend-ui ★ 38,946
   A comprehensive guide for GitHub Copilot to craft immersive, high-performance web experiences with advanced motion, typography, and architec
2. project-workflow-analysis-blueprint-generator ★ 38,946
   Comprehensive technology-agnostic prompt generator for documenting end-to-end application workflows. Automatically detects project architect
3. prompt-optimizer ★ 38,946
   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
4. publish-to-pages ★ 38,946
   Publish presentations and web content to GitHub Pages. Converts PPTX, PDF, HTML, or Google Slides to a live GitHub Pages URL. Handles repo c
5. pytest-coverage ★ 38,946
   Run pytest tests with coverage, discover lines missing coverage, and increase coverage to 100%.
6. python-azure-iot-edge-modules ★ 38,946
   Build and operate Python Azure IoT Edge modules with robust messaging, deployment manifests, observability, and production readiness checks.
7. python-mcp-server-generator ★ 38,946
   Generate a complete MCP server project in Python with tools, resources, and proper configuration
8. python-pypi-package-builder ★ 38,946
   End-to-end skill for building, testing, linting, versioning, and publishing a production-grade Python library to PyPI. Covers all four build
9. qdrant-clients-sdk ★ 38,946
   Qdrant provides client SDKs for various programming languages, allowing easy integration with Qdrant deployments.
10. qdrant-deployment-options ★ 38,946
    Guides Qdrant deployment selection. Use when someone asks 'how to deploy Qdrant', 'Docker vs Cloud', 'local mode', 'embedded Qdrant', 'Qdran
11. qdrant-horizontal-scaling ★ 38,946
    Diagnoses and guides Qdrant horizontal scaling decisions. Use when someone asks 'vertical or horizontal?', 'how many nodes?', 'how many shar
12. qdrant-indexing-performance-optimization ★ 38,946
    Diagnoses and fixes slow Qdrant indexing and data ingestion. Use when someone reports 'uploads are slow', 'indexing takes forever', 'optimiz
13. qdrant-memory-usage-optimization ★ 38,946
    Diagnoses and reduces Qdrant memory usage. Use when someone reports 'memory too high', 'RAM keeps growing', 'node crashed', 'out of memory',
14. qdrant-minimize-latency ★ 38,946
    Guides Qdrant query latency optimization. Use when someone asks 'search is slow', 'how to reduce latency', 'p99 is too high', 'tail latency'
15. qdrant-model-migration ★ 38,946
    Guides embedding model migration in Qdrant without downtime. Use when someone asks 'how to switch embedding models', 'how to migrate vectors
16. qdrant-monitoring ★ 38,946
    Guides Qdrant monitoring and observability setup. Use when someone asks 'how to monitor Qdrant', 'what metrics to track', 'is Qdrant healthy
17. qdrant-monitoring-debugging ★ 38,946
    Diagnoses Qdrant production issues using metrics and observability tools. Use when someone reports 'optimizer stuck', 'indexing too slow', '
18. qdrant-monitoring-setup ★ 38,946
    Guides Qdrant monitoring setup including Prometheus scraping, health probes, Hybrid Cloud metrics, alerting, and log centralization. Use whe
19. qdrant-performance-optimization ★ 38,946
    Different techniques to optimize the performance of Qdrant, including indexing strategies, query optimization, and hardware considerations.
20. qdrant-scaling ★ 38,946
    Guides Qdrant scaling decisions. Use when someone asks 'how many nodes do I need', 'data doesn't fit on one node', 'need more throughput', '
21. qdrant-scaling-data-volume ★ 38,946
    Guides Qdrant data volume scaling decisions. Use when someone asks 'data doesn't fit on one node', 'too much data', 'need more storage', 've
22. qdrant-scaling-qps ★ 38,946
    Guides Qdrant query throughput (QPS) scaling. Use when someone asks 'how to increase QPS', 'need more throughput', 'queries per second too l
23. qdrant-scaling-query-volume ★ 38,946
    Guides Qdrant query volume scaling. Use when someone asks 'query returns too many results', 'scroll performance', 'large limit values', 'pag
24. qdrant-search-quality ★ 38,946
    Diagnoses and improves Qdrant search relevance. Use when someone reports 'search results are bad', 'wrong results', 'low precision', 'low re
25. qdrant-search-quality-diagnosis ★ 38,946
    Diagnoses Qdrant search quality issues. Use when someone reports 'results are bad', 'wrong results', 'not relevant results', 'missing matche
26. qdrant-search-speed-optimization ★ 38,946
    Diagnoses and fixes slow Qdrant search. Use when someone reports 'search is slow', 'high latency', 'queries take too long', 'low QPS', 'thro
27. qdrant-search-strategies ★ 38,946
    Guides Qdrant search strategy selection. Use when someone asks 'should I use hybrid search?', 'BM25 or sparse vectors?', 'how to rerank?', '
28. qdrant-sliding-time-window ★ 38,946
    Guides sliding time window scaling in Qdrant. Use when someone asks 'only recent data matters', 'how to expire old vectors', 'time-based dat
29. qdrant-tenant-scaling ★ 38,946
    Guides Qdrant multi-tenant scaling. Use when someone asks 'how to scale tenants', 'one collection per tenant?', 'tenant isolation', 'dedicat
30. qdrant-version-upgrade ★ 38,946
    Guidance on how to upgrade your Qdrant version without interrupting the availability of your application and ensuring data integrity.
31. qdrant-vertical-scaling ★ 38,946
    Guides Qdrant vertical scaling decisions. Use when someone asks 'how to scale up a node', 'need more RAM', 'upgrade node size', 'vertical sc
32. quality-playbook ★ 38,946
    Run a complete quality engineering audit on any codebase. Derives behavioral requirements from the code, generates spec-traced functional te
33. quasi-coder ★ 38,946
    Expert 10x engineer skill for interpreting and implementing code from shorthand, quasi-code, and natural language descriptions. Use when col
34. react-audit-grep-patterns ★ 38,946
    Provides the complete, verified grep scan command library for auditing React codebases before a React 18.3.1 or React 19 upgrade. Use this s
35. react-container-presentation-component ★ 38,946
    Create a React component using the Container/Presentation pattern in src/components by asking for the component name and type (ui or feature
36. react18-batching-patterns ★ 38,946
    Provides exact patterns for diagnosing and fixing automatic batching regressions in React 18 class components. Use this skill whenever a cla
37. react18-dep-compatibility ★ 38,946
    React 18.3.1 and React 19 dependency compatibility matrix.
38. react18-enzyme-to-rtl ★ 38,946
    Provides exact Enzyme → React Testing Library migration patterns for React 18 upgrades. Use this skill whenever Enzyme tests need to be rewr
39. react18-legacy-context ★ 38,946
    Provides the complete migration pattern for React legacy context API (contextTypes, childContextTypes, getChildContext) to the modern create
40. react18-lifecycle-patterns ★ 38,946
    Provides exact before/after migration patterns for the three unsafe class component lifecycle methods - componentWillMount, componentWillRec
41. react18-string-refs ★ 38,946
    Provides exact migration patterns for React string refs (ref="name" + this.refs.name) to React.createRef() in class components. Use this ski
42. react19-concurrent-patterns ★ 38,946
    Preserve React 18 concurrent patterns and adopt React 19 APIs (useTransition, useDeferredValue, Suspense, use(), useOptimistic, Actions) dur
43. react19-source-patterns ★ 38,946
    Reference for React 19 source-file migration patterns, including API changes, ref handling, and context updates.
44. react19-test-patterns ★ 38,946
    Provides before/after patterns for migrating test files to React 19 compatibility, including act() imports, Simulate removal, and StrictMode
45. readme-blueprint-generator ★ 38,946
    Intelligent README.md generation prompt that analyzes project documentation structure and creates comprehensive repository documentation. Sc
46. refactor ★ 38,946
    Surgical code refactoring to improve maintainability without changing behavior. Covers extracting functions, renaming variables, breaking do
47. refactor-method-complexity-reduce ★ 38,946
    Refactor given method `${input:methodName}` to reduce its cognitive complexity to `${input:complexityThreshold}` or below, by extracting hel
48. refactor-plan ★ 38,946
    Create a concrete plan before starting a multi-file refactor. Use when the user asks to plan, sequence, scope, or safely execute a refactor
49. remember ★ 38,946
    Transforms lessons learned into domain-organized memory instructions (global or workspace). Syntax: `/remember [>domain [scope]] lesson clue
50. remember-interactive-programming ★ 38,946
    A micro-prompt that reminds the agent that it is an interactive programmer. Works great in Clojure when Copilot has access to the REPL (prob