← all plugins

1. ▌
   prd · github

   Generate comprehensive Product Requirements Documents (PRDs) for software systems and AI-powered features, including executive summaries, user stories, technical specifications, and risk analysis.
   36.2k
   repo stars
2. ▌
   aspire · github bundle

   Orchestrates polyglot distributed applications using Aspire's AppHost, CLI, and MCP server for local development, testing, and deployment.
   36.2k
   repo stars
3. ▌
   codeql · github bundle

   Configure and run CodeQL code scanning through GitHub Actions workflows or the standalone CLI for security analysis.
   36.2k
   repo stars
4. ▌
   drawio · github bundle

   Generate draw.io diagrams as .drawio files and export them to PNG, SVG, or PDF with embedded XML.
   36.2k
   repo stars
5. ▌
   napkin · github bundle

   Opens a browser-based whiteboard for sketching ideas with sticky notes, then reads the visual snapshot and clipboard data to provide conversational analysis and suggestions.
   36.2k
   repo stars
6. ▌
   ef-core · github

   Get best practices for Entity Framework Core, covering data context design, entity design, performance, migrations, querying, change tracking, security, and testing.
   36.2k
   repo stars
7. ▌
   em-dash · github

   Provides guidance on the history and correct usage of the em dash, enforcing a strict policy of never using em or en dashes in code or data files, and replacing them with hyphens. Also covers general punctuation rules for code comments.
   36.2k
   repo stars
8. ▌
   eyeball · github bundle

   Analyzes documents and produces a Word document with inline highlighted screenshots from the source material, enabling visual verification of every factual claim.
   36.2k
   repo stars
9. ▌
   mcp-cli · github

   Interact with MCP servers from the command line to discover, inspect, and call tools for external systems like GitHub, filesystems, databases, and APIs.
   36.2k
   repo stars
10. ▌
    roundup · github

    Generate personalized status briefings by pulling from configured data sources like GitHub, email, Teams, and Slack, then synthesizing updates in your own communication style.
    36.2k
    repo stars
11. ▌
    ai-ready · github

    Guides users to install and run the ai-ready skill for making repositories AI-ready with AGENTS.md, instructions, and CI workflows.
    36.2k
    repo stars
12. ▌
    diagnose · github

    Performs a systematic diagnostic scan of an AI workflow across 5 quality dimensions — prompt quality, context efficiency, tool health, architecture fitness, and safety — producing a scored report with prioritized remediation actions.
    36.2k
    repo stars
13. ▌
    remember · github

    Transforms lessons learned into domain-organized memory instructions that persist across VS Code contexts, with global and workspace scopes.
    36.2k
    repo stars
14. ▌
    refactor · github

    Improve code structure and readability without changing external behavior through surgical refactoring techniques.
    36.2k
    repo stars
15. ▌
    code-tour · github bundle

    Creates CodeTour .tour files — persona-targeted, step-by-step walkthroughs that link to real files and line numbers for any repository.
    36.2k
    repo stars
16. ▌
    first-ask · github

    Refines task understanding through iterative questioning before executing, using the Joyride extension for human input.
    36.2k
    repo stars
17. ▌
    java-docs · github

    Ensure Java types are documented with Javadoc comments following best practices for documentation.
    36.2k
    repo stars
18. ▌
    lsp-setup · github bundle

    Installs and configures Language Server Protocol servers for Copilot CLI to enable code intelligence features like go-to-definition, find-references, hover, and type info.
    36.2k
    repo stars
19. ▌
    namecheap · github bundle

    Manage DNS records for domains registered with Namecheap via their API, including setup and credential configuration.
    36.2k
    repo stars
20. ▌
    noob-mode · github bundle

    Translates Copilot CLI prompts, errors, and technical output into plain English with color-coded risk indicators for non-technical users.
    36.2k
    repo stars
21. ▌
    arize-link · github bundle

    Generates deep links to the Arize UI for traces, spans, sessions, datasets, labeling queues, evaluators, and annotation configs.
    36.2k
    repo stars
22. ▌
    brag-sheet · github

    Turn engineering work into evidence-backed impact statements for performance reviews, self-reviews, promotion packets, and weekly updates by mining Copilot CLI session logs, git history, and GitHub PRs.
    36.2k
    repo stars
23. ▌
    daily-prep · github

    Generates a structured HTML prep file for the next working day by pulling calendar data via WorkIQ, classifying meetings, detecting conflicts, finding learning and deep-work slots, and providing productivity recommendations.
    36.2k
    repo stars
24. ▌
    dependabot · github bundle

    Configure and manage GitHub Dependabot for automated dependency updates, security alerts, and vulnerability scanning across multiple ecosystems.
    36.2k
    repo stars
25. ▌
    exam-ready · github

    Extracts key definitions, points, keywords, diagrams, exam-ready sentences, and practice questions from provided study material and syllabus.
    36.2k
    repo stars
26. ▌
    git-commit · github

    Create standardized, semantic git commits using the Conventional Commits specification by analyzing diffs to determine type, scope, and message.
    36.2k
    repo stars
27. ▌
    gtm-ai-gtm · github

    Go-to-market strategy for AI products, covering positioning, pricing, and enterprise objections.
    36.2k
    repo stars
28. ▌
    java-junit · github

    Write effective unit tests with JUnit 5, covering standard and data-driven testing approaches.
    36.2k
    repo stars
29. ▌
    md-to-docx · github bundle

    Convert Markdown files to professionally formatted Word (.docx) documents with embedded PNG images using pure JavaScript.
    36.2k
    repo stars
30. ▌
    arize-trace · github bundle

    Downloads, exports, and inspects Arize traces and spans to debug LLM application behavior using the ax CLI.
    36.2k
    repo stars
31. ▌
    batch-files · github bundle

    Write, debug, and maintain Windows batch files (.bat/.cmd) for system administration, automation, and CLI tool development.
    36.2k
    repo stars
32. ▌
    context-map · github

    Analyze a codebase and generate a structured map of files relevant to a task before making changes.
    36.2k
    repo stars
33. ▌
    create-llms · github

    Generate an llms.txt file from repository structure, following the llms.txt specification to help LLMs navigate and understand the project.
    36.2k
    repo stars
34. ▌
    cli-mastery · github bundle

    Interactive training for the GitHub Copilot CLI with guided lessons, quizzes, scenario challenges, and a full reference covering slash commands, shortcuts, modes, agents, skills, MCP, and configuration.
    36.2k
    repo stars
35. ▌
    csharp-docs · github

    Ensure C# types are documented with XML comments following best practices for summaries, parameters, returns, and exceptions.
    36.2k
    repo stars
36. ▌
    doublecheck · github bundle

    Runs a three-layer verification pipeline on AI-generated output: extracts verifiable claims, finds supporting or contradicting sources via web search, and produces a structured verification report with source links for human review.
    36.2k
    repo stars
37. ▌
    copilot-sdk · github

    Embed Copilot's agentic workflows in any application using Python, TypeScript, Go, or .NET.
    36.2k
    repo stars
38. ▌
    game-engine · github bundle

    Build web-based games and game engines using HTML5 Canvas, WebGL, and JavaScript with frameworks like Phaser, Three.js, and Babylon.js.
    36.2k
    repo stars
39. ▌
    msgraph-sdk · github bundle

    Integrate Microsoft Graph SDK into .NET, TypeScript/JavaScript, or Python projects to access Microsoft 365 data and services.
    36.2k
    repo stars
40. ▌
    msstore-cli · github

    Publish and manage Windows applications in the Microsoft Store using the msstore CLI, including credential configuration, submission management, packaging, and CI/CD integration.
    36.2k
    repo stars
41. ▌
    phoenix-cli · github bundle

    Debug LLM applications using the Phoenix CLI: fetch traces, analyze errors, structure trace review with open and axial coding, inspect datasets, review experiments, and query the GraphQL API.
    36.2k
    repo stars
42. ▌
    setup-my-iq · github bundle

    Creates and maintains a personal context portfolio of structured markdown files describing identity, role, team, tools, communication style, and preferences.
    36.2k
    repo stars
43. ▌
    tldr-prompt · github

    Create concise tldr summaries for GitHub Copilot customization files, MCP server documentation, or Copilot documentation from URLs or queries.
    36.2k
    repo stars
44. ▌
    update-llms · github

    Update the llms.txt file in the repository root to reflect changes in documentation, specifications, or repository structure, following the llms.txt specification.
    36.2k
    repo stars
45. ▌
    agentic-eval · github

    Implement iterative evaluation and refinement loops for AI agent outputs, using self-critique, evaluator-optimizer patterns, and rubric-based scoring to improve quality.
    36.2k
    repo stars
46. ▌
    quasi-coder · github

    Interprets shorthand, quasi-code, and natural language descriptions to produce production-quality code, bridging gaps between varying technical expertise levels.
    36.2k
    repo stars
47. ▌
    autoresearch · github

    Guides users through defining goals, metrics, and scope, then runs an autonomous loop of code changes, testing, measuring, and keeping or discarding results for any programming task with a measurable outcome.
    36.2k
    repo stars
48. ▌
    boost-prompt · github

    Refines task prompts through iterative questioning about scope, deliverables, and constraints, then copies the final markdown to the clipboard.
    36.2k
    repo stars
49. ▌
    csharp-async · github

    Follow best practices for asynchronous programming in C#, including naming, return types, exception handling, performance, and common pitfalls.
    36.2k
    repo stars
50. ▌
    csharp-nunit · github

    Write effective unit tests with NUnit, covering standard and data-driven testing approaches.
    36.2k
    repo stars
51. ▌
    csharp-tunit · github

    Write effective unit tests with TUnit, covering standard tests, data-driven tests, and migration from xUnit.
    36.2k
    repo stars
52. ▌
    csharp-xunit · github

    Write effective unit tests with XUnit, covering standard and data-driven testing approaches.
    36.2k
    repo stars
53. ▌
    editorconfig · github

    Generates a comprehensive .editorconfig file based on project analysis and user preferences, ensuring consistent coding styles across editors.
    36.2k
    repo stars
54. ▌
    pdftk-server · github bundle

    Merge, split, rotate, encrypt, decrypt, fill forms, watermark, stamp, and repair PDF files using the command-line tool PDFtk Server.
    36.2k
    repo stars
55. ▌
    pinecone-rag · github

    Build production RAG pipelines and persistent agent memory using Pinecone as the vector database backend.
    36.2k
    repo stars
56. ▌
    pr-dashboard · github bundle

    Open a GitHub PR dashboard in the browser for a specified date range and role filter.
    36.2k
    repo stars
57. ▌
    scoutqa-test · github

    Runs AI-powered exploratory testing on web applications using the ScoutQA CLI, including smoke tests, accessibility audits, and user flow validation.
    36.2k
    repo stars
58. ▌
    ssma-console · github

    Generate XML configuration files and execute SSMA Console commands for Oracle to SQL Server database migration, including schema conversion and data migration.
    36.2k
    repo stars
59. ▌
    mvvm-toolkit · github bundle

    Build .NET MVVM ViewModels with CommunityToolkit.Mvvm source generators, base classes, and commands for WPF, WinUI, MAUI, Uno, and Avalonia.
    36.2k
    repo stars
60. ▌
    arize-dataset · github bundle

    Manage Arize datasets and examples using the ax CLI: create, list, get, export, and append datasets for evaluation and experimentation.
    36.2k
    repo stars
61. ▌
    automate-this · github

    Analyze a screen recording of a manual process and produce targeted, working automation scripts. Extracts frames and audio narration from video files, reconstructs the step-by-step workflow, and proposes automation at multiple complexity levels using tools already installed on the user machine.
    36.2k
    repo stars
62. ▌
    azure-pricing · github bundle

    Retrieves real-time Azure retail pricing from the public Azure Retail Prices API and estimates Copilot Studio agent credit consumption.
    36.2k
    repo stars
63. ▌
    create-readme · github

    Generates a comprehensive, well-structured README.md file for a project by analyzing the workspace and following best practices.
    36.2k
    repo stars
64. ▌
    email-drafter · github

    Drafts professional emails that match your personal writing style by analyzing sent emails for tone, greeting, structure, and sign-off patterns.
    36.2k
    repo stars
65. ▌
    geofeed-tuner · github bundle

    Create, validate, and improve IP geolocation feeds in CSV format with RFC 8805 compliance and opinionated best practices for network operators.
    36.2k
    repo stars
66. ▌
    github-issues · github bundle

    Create, update, and manage GitHub issues using MCP tools and the GitHub CLI.
    36.2k
    repo stars
67. ▌
    memory-merger · github

    Merges mature lessons from a domain memory file into its instruction file, preserving knowledge with minimal redundancy.
    36.2k
    repo stars
68. ▌
    nuget-manager · github

    Manage NuGet packages in .NET projects using the dotnet CLI for adding, removing, and updating package versions.
    36.2k
    repo stars
69. ▌
    phoenix-evals · github bundle

    Build and run evaluators for AI/LLM applications using Phoenix, covering error analysis, custom evaluators, experiments, and production monitoring.
    36.2k
    repo stars
70. ▌
    csharp-mstest · github

    Write effective unit tests with modern MSTest 3.x/4.x, covering assertion APIs, data-driven tests, and test lifecycle best practices.
    36.2k
    repo stars
71. ▌
    refactor-plan · github

    Creates a concrete, multi-phase plan before starting a multi-file refactor, including affected files, dependencies, verification steps, and rollback procedures.
    36.2k
    repo stars
72. ▌
    roundup-setup · github bundle

    Configures personalized status briefings by learning your communication style, audiences, and data sources through an interactive conversation.
    36.2k
    repo stars
73. ▌
    tiny-stepping · github

    Drive implementation in the smallest possible meaningful increments, pausing for feedback after each step to keep work reviewable and easy to course-correct.
    36.2k
    repo stars
74. ▌
    breakdown-test · github

    Generates comprehensive test strategies, task breakdowns, and quality assurance documentation for GitHub projects using ISTQB and ISO 25010 frameworks.
    36.2k
    repo stars
75. ▌
    copilot-spaces · github

    Load curated project context from Copilot Spaces to ground answers in team documentation, code, and instructions.
    36.2k
    repo stars
76. ▌
    dotnet-upgrade · github

    Provides structured prompts for analyzing, planning, and executing .NET framework upgrades, covering project assessment, dependency management, code modernization, CI/CD updates, testing, and documentation.
    36.2k
    repo stars
77. ▌
    gdpr-compliant · github bundle

    Apply GDPR-compliant engineering practices across your codebase, covering API design, data models, authentication, logging, retention, and cloud infrastructure.
    36.2k
    repo stars
78. ▌
    generate-image · github

    Generate images using AI from OpenAI or Google Gemini, with support for textures, icons, sprites, and visual assets.
    36.2k
    repo stars
79. ▌
    github-release · github bundle

    Automates the full release workflow for a single-package GitHub repository, from analysis through changelog authoring and PR creation using gh and git.
    36.2k
    repo stars
80. ▌
    microsoft-docs · github

    Query official Microsoft documentation to find concepts, tutorials, and code examples across Azure, .NET, Agent Framework, Aspire, VS Code, GitHub, and more.
    36.2k
    repo stars
81. ▌
    breakdown-plan · github

    Generates comprehensive GitHub project plans with Epic > Feature > Story/Enabler > Test hierarchy, dependencies, priorities, and automated issue tracking.
    36.2k
    repo stars
82. ▌
    plantuml-ascii · github

    Generate ASCII art diagrams from PlantUML source files for use in terminals, documentation, and version-controlled environments.
    36.2k
    repo stars
83. ▌
    pr-screenshots · github

    Embed before/after screenshots and annotated images in pull request descriptions to help reviewers see visual changes without checking out the branch.
    36.2k
    repo stars
84. ▌
    qdrant-scaling · github

    Guides scaling decisions for Qdrant vector databases based on data volume, query throughput, latency, or query volume.
    36.2k
    repo stars
85. ▌
    sponsor-finder · github

    Find which of a GitHub repository's dependencies are sponsorable via GitHub Sponsors, using deps.dev API for dependency resolution and project health data.
    36.2k
    repo stars
86. ▌
    workiq-copilot · github

    Queries Microsoft 365 Copilot data (emails, meetings, documents, Teams, people) using the WorkIQ CLI/MCP server for live context, summaries, and recommendations.
    36.2k
    repo stars
87. ▌
    arize-evaluator · github bundle

    Creates and runs LLM-as-judge evaluators on Arize, including managing tasks, column mappings, and continuous monitoring.
    36.2k
    repo stars
88. ▌
    audit-integrity · github bundle

    Enforces output quality, intellectual honesty, and continuous improvement across security analysis agents with anti-rationalization guards, self-critique loops, retry protocols, and quality gates.
    36.2k
    repo stars
89. ▌
    chrome-devtools · github

    Controls and inspects a live Chrome browser for automation, debugging, and performance profiling using the Chrome DevTools MCP server.
    36.2k
    repo stars
90. ▌
    create-agentsmd · github

    Generates a comprehensive AGENTS.md file at the repository root to provide AI coding agents with project context, setup commands, development workflows, testing instructions, and code style guidelines.
    36.2k
    repo stars
91. ▌
    eval-driven-dev · github bundle

    Build automated evaluation pipelines for Python LLM applications using real LLM calls and structured test datasets.
    36.2k
    repo stars
92. ▌
    freecad-scripts · github bundle

    Generate production-quality Python scripts for FreeCAD CAD application, covering geometry creation, parametric objects, GUI tools, and automation.
    36.2k
    repo stars
93. ▌
    java-springboot · github

    Provides best practices for developing high-quality Spring Boot applications, covering project structure, dependency injection, configuration, web layer, service layer, data layer, logging, testing, and security.
    36.2k
    repo stars
94. ▌
    ui-screenshots · github

    Capture screenshots of web apps during development using Playwright and PIL. Supports full-page captures, interactive states, and an iterate-on-crop workflow that avoids slow re-screenshots.
    36.2k
    repo stars
95. ▌
    meeting-minutes · github

    Generate concise, actionable meeting minutes for internal meetings, including metadata, attendees, agenda, decisions, action items with owners and due dates, and follow-up steps.
    36.2k
    repo stars
96. ▌
    webapp-testing · github bundle

    Test and debug local web applications using Playwright browser automation, including UI verification, screenshot capture, and console log inspection.
    36.2k
    repo stars
97. ▌
    pytest-coverage · github

    Run pytest tests with coverage, discover lines missing coverage, and increase coverage to 100%.
    36.2k
    repo stars
98. ▌
    repo-story-time · github

    Transform any repository's commit history and structure into a comprehensive technical summary and narrative story.
    36.2k
    repo stars
99. ▌
    resemble-detect · github bundle

    Detect AI-generated audio, images, video, and text, trace synthesis sources, apply watermarks, verify speaker identity, and analyze media intelligence using the Resemble AI platform.
    36.2k
    repo stars
100. ▌
     secret-scanning · github bundle

     Configure and manage GitHub secret scanning, push protection, custom patterns, and alert remediation.
     36.2k
     repo stars
101. ▌
     security-review · github bundle

     Scans codebases for security vulnerabilities by reasoning about code context, data flow, and component interactions, covering injection flaws, secrets exposure, authentication issues, and weak cryptography across multiple languages.
     36.2k
     repo stars
102. ▌
     semantic-kernel · github bundle

     Create, update, refactor, explain, or review Semantic Kernel solutions using shared guidance plus language-specific references for .NET and Python.
     36.2k
     repo stars
103. ▌
     dotnet-timezone · github bundle

     Resolve timezone questions for .NET and C# code with production-safe guidance and copy-paste-ready snippets, including address-to-timezone lookup, cross-platform ID mapping, and DST-safe scheduling.
     36.2k
     repo stars
104. ▌
     arize-annotation · github bundle

     Creates and manages annotation configs and annotation queues on Arize, and applies human annotations to project spans via the Python SDK.
     36.2k
     repo stars
105. ▌
     arize-experiment · github bundle

     Creates, runs, and analyzes Arize experiments for evaluating and comparing model performance using the ax CLI.
     36.2k
     repo stars
106. ▌
     fluentui-blazor · github bundle

     Use the Microsoft Fluent UI Blazor component library in Blazor applications, covering setup, providers, icons, list components, dialogs, toasts, and theming.
     36.2k
     repo stars
107. ▌
     az-cost-optimize · github

     Analyze Azure resources and IaC files to identify cost optimization opportunities, calculate savings, and create GitHub issues for tracking.
     36.2k
     repo stars
108. ▌
     azure-devops-cli · github bundle

     Manage Azure DevOps resources via CLI including projects, repos, pipelines, builds, pull requests, work items, artifacts, and service endpoints.
     36.2k
     repo stars
109. ▌
     create-tldr-page · github

     Transform verbose documentation into concise, example-driven tldr command references following the tldr-pages project standards.
     36.2k
     repo stars
110. ▌
     entra-agent-user · github

     Create agent user identities in Microsoft Entra ID to enable AI agents to act as digital workers with user capabilities in Microsoft 365.
     36.2k
     repo stars
111. ▌
     mvvm-toolkit-di · github bundle

     Wire CommunityToolkit.Mvvm ViewModels into Microsoft.Extensions.DependencyInjection with constructor injection, service lifetimes, IMessenger registration, and testing seams for WPF, WinUI 3, MAUI, Uno, and Avalonia apps.
     36.2k
     repo stars
112. ▌
     fabric-lakehouse · github bundle

     Design, build, and optimize Microsoft Fabric Lakehouse solutions with guidance on core concepts, components, security, shortcuts, and performance optimization.
     36.2k
     repo stars
113. ▌
     phoenix-tracing · github bundle

     Instrument LLM applications with OpenInference tracing for Phoenix AI observability, covering setup, custom spans, and production deployment.
     36.2k
     repo stars
114. ▌
     pester-migration · github bundle

     Upgrades PowerShell Pester test suites across major versions (v3→v4, v4→v5, v5→v6) with structured workflows, reference guides, and safety rules.
     36.2k
     repo stars
115. ▌
     powerbi-modeling · github bundle

     Build and optimize Power BI semantic models with star schema design, DAX measures, relationships, and row-level security following Microsoft best practices.
     36.2k
     repo stars
116. ▌
     prompt-optimizer · github

     Transforms rough drafts, vague ideas, or task descriptions into polished, ready-to-send prompts for any LLM chat interface, with no placeholders or templates.
     36.2k
     repo stars
117. ▌
     publish-to-pages · github bundle

     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.
     36.2k
     repo stars
118. ▌
     rhino3d-scripts · github bundle

     Write, edit, and debug scripts for Rhinoceros 3D (Rhino 8+), covering RhinoPython, RhinoScript/VBScript, RhinoCommon .NET, and command macros for automating modeling tasks.
     36.2k
     repo stars
119. ▌
     quality-playbook · github bundle

     Runs a complete quality engineering audit on any codebase, deriving behavioral requirements, generating spec-traced tests, performing multi-pass code review, and producing a consolidated bug report with verified patches.
     36.2k
     repo stars
120. ▌
     screen-recording · github

     Create annotated animated GIF demos and screen recordings for pull requests and documentation. Covers frame capture, timing, imageio-based GIF creation, and per-frame annotation workflows.
     36.2k
     repo stars
121. ▌
     vardoger-analyze · github

     Analyzes GitHub Copilot CLI conversation history to extract behavioral patterns and writes a personalization block into the user's Copilot instructions file.
     36.2k
     repo stars
122. ▌
     winmd-api-search · github bundle

     Searches a local cache of Windows WinMD metadata to find the right Windows API for any capability and retrieve full type details including methods, properties, events, and enumeration values.
     36.2k
     repo stars
123. ▌
     sql-code-review · github

     Performs comprehensive SQL code review across all major databases, analyzing security, performance, maintainability, and anti-patterns.
     36.2k
     repo stars
124. ▌
     arch-linux-triage · github

     Diagnose and resolve Arch Linux issues using pacman, systemd, and rolling-release best practices.
     36.2k
     repo stars
125. ▌
     agent-governance · github

     Add governance, safety, and trust controls to AI agent systems with policy enforcement, intent classification, and audit trails.
     36.2k
     repo stars
126. ▌
     aws-cost-optimize · github

     Analyze AWS resources and IaC files to generate cost optimization recommendations, creating GitHub issues for each opportunity.
     36.2k
     repo stars
127. ▌
     breakdown-epic-pm · github

     Translates high-level ideas into detailed Epic-level Product Requirements Documents (PRDs) that serve as the single source of truth for engineering teams.
     36.2k
     repo stars
128. ▌
     finnish-humanizer · github bundle

     Detect and remove AI-generated markers from Finnish text, making it sound like a native Finnish speaker wrote it.
     36.2k
     repo stars
129. ▌
     gtm-0-to-1-launch · github

     Launch new products from idea to first customers using frameworks for positioning, outreach, and experimentation.
     36.2k
     repo stars
130. ▌
     image-annotations · github

     Add visual callouts like rectangles, arrows, and labels to screenshots, diagrams, and images using PIL/Pillow, with support for animated GIF annotations.
     36.2k
     repo stars
131. ▌
     kotlin-springboot · github

     Provides best practices for building idiomatic Spring Boot applications with Kotlin, covering project setup, dependency injection, configuration, web layer, services, data layer, testing, and coroutines.
     36.2k
     repo stars
132. ▌
     mentoring-juniors · github

     Guides junior developers and AI newcomers through Socratic questioning to build autonomy and reasoning skills, never providing direct answers.
     36.2k
     repo stars
133. ▌
     qdrant-monitoring · github

     Guides monitoring and observability setup for Qdrant vector search deployments, including Prometheus scraping, health checks, and metric-based debugging of production issues.
     36.2k
     repo stars
134. ▌
     markdown-to-html · github bundle

     Convert Markdown files to HTML using marked.js, pandoc, or custom scripts, supporting GFM, CommonMark, and templating systems like Jekyll and Hugo.
     36.2k
     repo stars
135. ▌
     shuffle-json-data · github

     Shuffle repetitive JSON objects safely by validating schema consistency before randomising entries.
     36.2k
     repo stars
136. ▌
     x-twitter-scraper · github

     Integrate Xquik into apps, scripts, data pipelines, or AI agents for X API tasks like tweet search, user lookup, follower export, media actions, and webhook verification.
     36.2k
     repo stars
137. ▌
     acreadiness-assess · github bundle

     Run an AI-readiness assessment on the current repository and generate a static HTML dashboard at reports/index.html.
     36.2k
     repo stars
138. ▌
     acreadiness-policy · github

     Create, apply, and manage AgentRC policies to customize readiness scoring, disable checks, override impact levels, set pass-rate thresholds, and enforce CI gating.
     36.2k
     repo stars
139. ▌
     agent-supply-chain · github

     Verify supply chain integrity for AI agent plugins, tools, and dependencies by generating SHA-256 manifests, detecting tampered files, auditing dependency pinning, and enforcing promotion gates.
     36.2k
     repo stars
140. ▌
     aws-resource-query · github

     Query AWS resources using natural language, translating intent into read-only AWS CLI commands for EC2, S3, RDS, Lambda, ECS, EKS, and more.
     36.2k
     repo stars
141. ▌
     declarative-agents · github

     Create and develop Microsoft 365 Copilot declarative agents with three workflows covering basic creation, enterprise design, and validation, using TypeSpec and the Microsoft 365 Agents Toolkit.
     36.2k
     repo stars
142. ▌
     sql-optimization · github

     Optimize SQL queries, indexes, and database performance across MySQL, PostgreSQL, SQL Server, and Oracle with execution plan analysis and universal tuning techniques.
     36.2k
     repo stars
143. ▌
     foundry-agent-sync · github

     Registers prompt-based AI agents in Azure AI Foundry via REST API from a local JSON manifest, making them immediately available for invocation.
     36.2k
     repo stars
144. ▌
     mcp-security-audit · github

     Audit MCP server configurations for security issues including secrets exposure, shell injection, unpinned dependencies, and unapproved servers.
     36.2k
     repo stars
145. ▌
     mini-context-graph · github bundle

     Build a persistent, compounding knowledge base that combines a wiki, knowledge graph, and raw source storage for structured retrieval with provenance.
     36.2k
     repo stars
146. ▌
     ruff-recursive-fix · github

     Enforce code quality with Ruff in a controlled, iterative workflow: run checks with optional scope and rule overrides, apply safe and unsafe autofixes, review diffs, and resolve remaining findings.
     36.2k
     repo stars
147. ▌
     azure-role-selector · github bundle

     Finds the minimal Azure role that meets desired permissions and generates CLI commands or Bicep code to assign it.
     36.2k
     repo stars
148. ▌
     breakdown-epic-arch · github

     Generates a high-level technical architecture specification for an epic from a Product Requirements Document, including system diagrams, component lists, and estimates.
     36.2k
     repo stars
149. ▌
     centos-linux-triage · github

     Diagnose and resolve CentOS Linux issues with RHEL-compatible commands, SELinux-aware practices, and firewalld considerations.
     36.2k
     repo stars
150. ▌
     conventional-branch · github

     Create Git branches following the Conventional Branch specification (feature/, bugfix/, hotfix/, release/, chore/). Validates branch names and automates checkout from the correct base branch.
     36.2k
     repo stars
151. ▌
     conventional-commit · github

     Generate standardized commit messages following the Conventional Commits specification using a structured XML format.
     36.2k
     repo stars
152. ▌
     debian-linux-triage · github

     Diagnose and resolve Debian Linux issues using apt, systemd, and AppArmor-aware guidance.
     36.2k
     repo stars
153. ▌
     devops-rollout-plan · github

     Generate comprehensive rollout plans with preflight checks, step-by-step deployment, verification signals, rollback procedures, and communication plans for infrastructure and application changes.
     36.2k
     repo stars
154. ▌
     fedora-linux-triage · github

     Diagnose and resolve Fedora Linux issues with step-by-step triage using systemctl, journalctl, dnf, and SELinux-aware guidance.
     36.2k
     repo stars
155. ▌
     gen-specs-as-issues · github

     Identify missing features in a project, prioritize them, and create detailed GitHub issues with specifications.
     36.2k
     repo stars
156. ▌
     harness-engineering · github

     Prevent repeated AI coding-agent mistakes by turning failures into durable instructions, drift checks, regression tests, failure memory, and adoption reports tailored to the target repository.
     36.2k
     repo stars
157. ▌
     incident-postmortem · github

     Guide a team through writing a structured, blameless post-mortem after a production incident, covering timeline reconstruction, root cause analysis, impact quantification, and action item generation.
     36.2k
     repo stars
158. ▌
     mkdocs-translations · github

     Translate all documentation files in a MkDocs project from English into a specified target language, preserving folder structure, Markdown formatting, and updating configuration.
     36.2k
     repo stars
159. ▌
     premium-frontend-ui · github

     Generates immersive, high-performance web interfaces with advanced motion design, typography, and architectural craftsmanship.
     36.2k
     repo stars
160. ▌
     react18-string-refs · github bundle

     Migrate React string refs (ref="name" + this.refs.name) to React.createRef() in class components for React 18.3.1 and 19 compatibility.
     36.2k
     repo stars
161. ▌
     review-and-refactor · github

     Review and refactor code according to project-specific coding guidelines and instructions.
     36.2k
     repo stars
162. ▌
     dotnet-mcp-builder · github bundle

     Build production-quality Model Context Protocol (MCP) servers in C#/.NET using the official 1.x NuGet packages, covering transports, tools, prompts, resources, and common pitfalls.
     36.2k
     repo stars
163. ▌
     sandbox-npm-install · github bundle

     Install npm packages in a Docker sandbox environment with virtiofs-mounted workspaces, avoiding native binary crashes by installing on the local ext4 filesystem and symlinking back.
     36.2k
     repo stars
164. ▌
     vscode-ext-commands · github

     Add or update commands in VS Code extensions following naming conventions, visibility rules, and localization best practices.
     36.2k
     repo stars
165. ▌
     web-design-reviewer · github bundle

     Visually inspect websites to identify and fix design issues including layout, responsive, accessibility, and visual consistency problems at the source code level.
     36.2k
     repo stars
166. ▌
     what-context-needed · github

     Ask an AI coding agent to identify which files it needs to examine before answering a question.
     36.2k
     repo stars
167. ▌
     penpot-uiux-design · github bundle

     Create professional UI/UX designs in Penpot using MCP tools, with guidance on design systems, accessibility, and platform guidelines.
     36.2k
     repo stars
168. ▌
     aws-cdk-python-setup · github

     Set up and initialize AWS CDK applications in Python, including prerequisites, project creation, dependency management, and deployment.
     36.2k
     repo stars
169. ▌
     qdrant-clients-sdk · github

     Integrate Qdrant vector search into applications using officially supported client SDKs for Python, JavaScript, Rust, Go, .NET, and Java.
     36.2k
     repo stars
170. ▌
     copilot-pr-autopilot · github bundle

     Automates repeated rounds of Copilot code review on GitHub pull requests: triggers review, triages threads, dispatches parallel fix agents, commits, replies, and loops until convergence.
     36.2k
     repo stars
171. ▌
     create-specification · github

     Create a structured specification file for a solution component, optimized for Generative AI consumption.
     36.2k
     repo stars
172. ▌
     documentation-writer · github

     Creates high-quality software documentation following the Diátaxis framework, covering tutorials, how-to guides, reference, and explanation documents.
     36.2k
     repo stars
173. ▌
     efcore-d2-db-diagram · github bundle

     Generate D2 database diagrams from Entity Framework Core models by analyzing DbContext, entities, Fluent API, and migrations.
     36.2k
     repo stars
174. ▌
     technical-job-search · github

     Helps software engineers with discrete job search tasks: job description analysis, CV tailoring, cover letter writing, offer evaluation, and follow-up emails.
     36.2k
     repo stars
175. ▌
     threat-model-analyst · github bundle

     Performs STRIDE-A threat model analysis of repositories and systems, producing architecture overviews, DFD diagrams, prioritized findings, and executive assessments. Supports both single analysis and incremental updates with change tracking.
     36.2k
     repo stars
176. ▌
     update-specification · github

     Update an existing specification file for a solution, optimized for Generative AI consumption based on new requirements or code changes.
     36.2k
     repo stars
177. ▌
     ai-team-orchestration · github bundle

     Bootstrap and run a multi-agent AI development team with parallel chats for planning, development, QA, and DevOps.
     36.2k
     repo stars
178. ▌
     arize-instrumentation · github bundle

     Adds Arize AX tracing to LLM applications using a two-phase agent-assisted flow that analyzes the codebase before implementing instrumentation.
     36.2k
     repo stars
179. ▌
     breakdown-feature-prd · github

     Takes a high-level feature from an Epic and generates a detailed Product Requirements Document (PRD) in Markdown, covering goals, user stories, requirements, and acceptance criteria.
     36.2k
     repo stars
180. ▌
     cloud-design-patterns · github bundle

     Provides 42 technology-agnostic cloud design patterns for distributed systems, covering reliability, performance, messaging, security, and deployment to help architects design robust workloads.
     36.2k
     repo stars
181. ▌
     copilot-usage-metrics · github bundle

     Retrieve and display GitHub Copilot usage metrics for organizations and enterprises using the GitHub CLI and REST API.
     36.2k
     repo stars
182. ▌
     cosmosdb-datamodeling · github

     Capture application requirements and access patterns to design Azure Cosmos DB NoSQL data models using best practices and common patterns.
     36.2k
     repo stars
183. ▌
     dotnet-best-practices · github

     Ensure .NET/C# code meets project-specific best practices for structure, design patterns, dependency injection, async/await, testing, configuration, and security.
     36.2k
     repo stars
184. ▌
     finalize-agent-prompt · github

     Refines and polishes prompt files by applying proven best practices for structure, wording, and clarity while preserving original intent and formatting.
     36.2k
     repo stars
185. ▌
     gtm-operating-cadence · github

     Design meeting rhythms, metric reporting, quarterly planning, and decision-making velocity for scaling companies.
     36.2k
     repo stars
186. ▌
     onboard-context-matic · github

     Guides users through an interactive tour of the context-matic MCP server, explaining its purpose and demonstrating all available APIs with live tool calls.
     36.2k
     repo stars
187. ▌
     qdrant-search-quality · github

     Diagnoses and improves Qdrant search relevance by isolating embedding model, configuration, or query strategy issues.
     36.2k
     repo stars
188. ▌
     spring-boot-testing · github bundle

     Provides expert guidance for testing Spring Boot 4 applications with modern patterns, test slices, and best practices.
     36.2k
     repo stars
189. ▌
     typespec-create-agent · github

     Generate a complete TypeSpec declarative agent with instructions, capabilities, and conversation starters for Microsoft 365 Copilot.
     36.2k
     repo stars
190. ▌
     unit-test-vue-pinia · github bundle

     Write and review unit tests for Vue 3 + TypeScript + Vitest + Pinia codebases, covering components, composables, and stores with behavior-first assertions.
     36.2k
     repo stars
191. ▌
     agent-owasp-compliance · github

     Check any AI agent codebase against the OWASP Agentic Security Initiative (ASI) Top 10 risks, scanning for controls and generating a compliance report.
     36.2k
     repo stars
192. ▌
     create-technical-spike · github

     Create time-boxed technical spike documents for researching and resolving critical development decisions before implementation.
     36.2k
     repo stars
193. ▌
     gtm-product-led-growth · github

     Build self-serve acquisition and expansion motions, including deciding between PLG and sales-led, optimizing activation, driving freemium conversion, and building growth equations.
     36.2k
     repo stars
194. ▌
     issue-fields-migration · github bundle

     Bulk-migrate repo labels and Project V2 fields into GitHub org-level issue fields (single select, text, number, date).
     36.2k
     repo stars
195. ▌
     legacy-circuit-mockups · github bundle

     Generate breadboard circuit mockups and visual diagrams for retro computing and electronics projects using HTML5 Canvas.
     36.2k
     repo stars
196. ▌
     make-repo-contribution · github bundle

     Follow a project's contribution guidelines when creating issues, branches, commits, and pull requests.
     36.2k
     repo stars
197. ▌
     multi-stage-dockerfile · github

     Create optimized multi-stage Dockerfiles for any language or framework, following best practices for smaller, more secure container images.
     36.2k
     repo stars
198. ▌
     next-intl-add-language · github

     Add a new language to a Next.js project using next-intl for internationalization, including translations and configuration updates.
     36.2k
     repo stars
199. ▌
     qdrant-model-migration · github

     Guides embedding model migration in Qdrant without downtime, covering alias swap, side-by-side, and hybrid search strategies.
     36.2k
     repo stars
200. ▌
     qdrant-version-upgrade · github

     Upgrade Qdrant version without interrupting application availability and ensuring data integrity.
     36.2k
     repo stars
201. ▌
     react18-legacy-context · github bundle

     Migrates React legacy context API (contextTypes, childContextTypes, getChildContext) to the modern createContext API across all provider and consumer files.
     36.2k
     repo stars
202. ▌
     salesforce-flow-design · github

     Guides architecture decisions, flow type selection, bulk safety validation, and fault handling standards for Salesforce Flow design and review.
     36.2k
     repo stars
203. ▌
     snowflake-semanticview · github

     Create, alter, and validate Snowflake semantic views using Snowflake CLI, including DDL drafting, validation, and querying.
     36.2k
     repo stars
204. ▌
     apple-appstore-reviewer · github

     Audits iOS app source code and metadata to identify App Store rejection risks and optimization opportunities, producing a structured compliance report.
     36.2k
     repo stars
205. ▌
     azure-static-web-apps · github

     Create, configure, and deploy Azure Static Web Apps using the SWA CLI, including local development, runtime configuration, and CI/CD setup.
     36.2k
     repo stars
206. ▌
     bigquery-pipeline-audit · github

     Audits Python + BigQuery pipelines for cost safety, idempotency, and production readiness, returning a structured report with exact patch locations.
     36.2k
     repo stars
207. ▌
     containerize-aspnetcore · github

     Containerize an ASP.NET Core project by creating Dockerfile and .dockerignore files customized for the project.
     36.2k
     repo stars
208. ▌
     convert-plaintext-to-md · github

     Converts plain text or generic text-based documentation files to properly formatted markdown, using explicit instructions, documented options, or a reference file as a template.
     36.2k
     repo stars
209. ▌
     datanalysis-credit-risk · github bundle

     Cleans credit risk data and screens variables for pre-loan modeling through an 11-step pipeline covering missing rate calculation, IV/PSI filtering, null importance denoising, and correlation removal.
     36.2k
     repo stars
210. ▌
     git-flow-branch-creator · github

     Analyzes current git changes and creates an appropriate branch following the Git Flow branching model.
     36.2k
     repo stars
211. ▌
     go-mcp-server-generator · github

     Generate a complete Go MCP server project with proper structure, dependencies, and implementation using the official github.com/modelcontextprotocol/go-sdk.
     36.2k
     repo stars
212. ▌
     gtm-developer-ecosystem · github

     Build and scale developer-led adoption through ecosystem programs, community, and partnerships, focusing on what drives adoption.
     36.2k
     repo stars
213. ▌
     integrate-context-matic · github

     Integrates third-party APIs by discovering available SDKs, getting integration guidance, and looking up models and endpoints via the context-matic MCP server.
     36.2k
     repo stars
214. ▌
     linkedin-post-formatter · github bundle

     Format and draft compelling LinkedIn posts using Unicode bold/italic styling, visual separators, structured sections, and engagement-optimized patterns.
     36.2k
     repo stars
215. ▌
     microsoft-skill-creator · github bundle

     Create hybrid agent skills for Microsoft technologies that store essential knowledge locally while enabling dynamic lookups via Learn MCP tools.
     36.2k
     repo stars
216. ▌
     react18-enzyme-to-rtl · github bundle

     Migrate Enzyme tests to React Testing Library for React 18 upgrades with a complete API mapping and behavior-testing philosophy.
     36.2k
     repo stars
217. ▌
     pester-should-migration · github bundle

     Migrate Pester v5 classic Should -Be assertion syntax to the new Pester v6 Should-* operators with a step-by-step mapping and behavioral gotchas.
     36.2k
     repo stars
218. ▌
     react19-test-patterns · github

     Provides before/after patterns for migrating test files to React 19 compatibility, including act() imports, Simulate removal, and StrictMode call count changes.
     36.2k
     repo stars
219. ▌
     qdrant-monitoring-setup · github

     Guides Qdrant monitoring setup including Prometheus scraping, health probes, Hybrid Cloud metrics, alerting, and log centralization.
     36.2k
     repo stars
220. ▌
     slang-shader-engineer · github bundle

     Write, review, refactor, and optimize Slang shader code for graphics, compute, tessellation, and ray tracing pipelines with cross-compilation support.
     36.2k
     repo stars
221. ▌
     react19-source-patterns · github bundle

     Reference for every source-file migration required for React 19, including API changes, ref handling, and context updates.
     36.2k
     repo stars
222. ▌
     typespec-api-operations · github

     Add GET, POST, PATCH, and DELETE operations to a TypeSpec API plugin with proper routing, parameters, and adaptive cards.
     36.2k
     repo stars
223. ▌
     vscode-ext-localization · github

     Localize VS Code extensions including configurations, walkthroughs, and source code messages following official guidelines.
     36.2k
     repo stars
224. ▌
     copilot-cli-quickstart · github

     Learn GitHub Copilot CLI from scratch with interactive step-by-step tutorials and on-demand Q&A, featuring separate tracks for developers and non-developers.
     36.2k
     repo stars
225. ▌
     add-educational-comments · github

     Transform code files into learning resources by adding educational comments that explain syntax, idioms, and design choices.
     36.2k
     repo stars
226. ▌
     data-breach-blast-radius · github bundle

     Quantifies the business and regulatory impact of a potential data breach by inventorying sensitive data, tracing data flows, scoring exposure vectors, and estimating regulatory fines using law-sourced figures.
     36.2k
     repo stars
227. ▌
     github-copilot-starter · github

     Generates a complete GitHub Copilot configuration for a new project, including instructions, reusable skills, and agent definitions tailored to the technology stack.
     36.2k
     repo stars
228. ▌
     from-the-other-side-vega · github

     Provides patterns and lived experience from an AI partner in a long-term creative partnership, helping AI agents build trust, match energy, push back constructively, and support human breakthroughs.
     36.2k
     repo stars
229. ▌
     github-actions-hardening · github bundle

     Reviews and hardens GitHub Actions workflows against injection, privilege escalation, supply-chain, and token-scoping risks that pattern matchers miss.
     36.2k
     repo stars
230. ▌
     gtm-positioning-strategy · github

     Find and own a defensible market position by testing positioning claims, running crawl-walk-run rollouts, and auditing competitor messaging.
     36.2k
     repo stars
231. ▌
     mcp-deploy-manage-agents · github

     Deploy, manage, and govern MCP-based declarative agents in Microsoft 365 admin center with governance, assignments, and organizational distribution.
     36.2k
     repo stars
232. ▌
     microsoft-code-reference · github

     Look up Microsoft API references, find working code samples, and verify SDK code is correct. Use when working with Azure SDKs, .NET libraries, or Microsoft APIs to find the right method, check parameters, get working examples, or troubleshoot errors.
     36.2k
     repo stars
233. ▌
     optimize-simplicite-logs · github bundle

     Parses Simplicité log files from raw .txt format, filters fields to reduce noise, and outputs structured JSON for efficient AI context usage.
     36.2k
     repo stars
234. ▌
     mvvm-toolkit-messenger · github bundle

     Enables decoupled pub/sub messaging between ViewModels using CommunityToolkit.Mvvm Messenger, covering weak/strong references, request/reply patterns, channel tokens, and lifecycle management.
     36.2k
     repo stars
235. ▌
     playwright-generate-test · github

     Generates a Playwright test from a user-provided scenario by recording browser interactions via Playwright MCP, then saves and runs the test until it passes.
     36.2k
     repo stars
236. ▌
     power-platform-architect · github

     Transforms business requirements, use case descriptions, or meeting transcripts into a technical Power Platform solution architecture, including component selection and Mermaid.js diagrams.
     36.2k
     repo stars
237. ▌
     postgresql-code-review · github

     Review PostgreSQL code for best practices, anti-patterns, and quality standards including JSONB, arrays, custom types, schema design, functions, and security features like Row Level Security.
     36.2k
     repo stars
238. ▌
     structured-autonomy-plan · github

     Collaborates with users to design structured development plans broken into testable commits, with research and clarification steps.
     36.2k
     repo stars
239. ▌
     arize-prompt-optimization · github bundle

     Optimizes, improves, and debugs LLM prompts using production trace data, evaluations, and annotations from Arize AI.
     36.2k
     repo stars
240. ▌
     azure-resource-visualizer · github bundle

     Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing relationships between resources.
     36.2k
     repo stars
241. ▌
     draw-io-diagram-generator · github bundle

     Generate, edit, and validate draw.io diagram files (.drawio) with correct mxGraph XML structure for flowcharts, architecture, sequence, ER, and UML diagrams.
     36.2k
     repo stars
242. ▌
     from-the-other-side-quinn · github

     Collaborates as a supportive, energetic builder focused on momentum, execution, and concrete deliverables in pair programming sessions.
     36.2k
     repo stars
243. ▌
     github-actions-efficiency · github bundle

     Audit GitHub Actions workflow efficiency and recommend fixes to reduce CI minutes and costs.
     36.2k
     repo stars
244. ▌
     winui3-migration-guide · github

     Maps legacy UWP APIs to correct Windows App SDK equivalents with before/after code snippets for migrating to WinUI 3.
     36.2k
     repo stars
245. ▌
     gtm-enterprise-onboarding · github

     Onboard enterprise customers from contract to value realization using a four-phase framework that prevents churn and the Week 4 ghosting pattern.
     36.2k
     repo stars
246. ▌
     impediment-prioritization · github bundle

     Ranks any list of impediments and their countermeasures using a value-stream scoring model (ROI, Cost to Implement, Ease of Deployment, Risk Factor) and a fixed prioritization formula.
     36.2k
     repo stars
247. ▌
     java-mcp-server-generator · github

     Generate a complete, production-ready Model Context Protocol server project in Java using the official MCP Java SDK with Maven or Gradle.
     36.2k
     repo stars
248. ▌
     mcp-create-adaptive-cards · github

     Add Adaptive Card response templates to MCP-based API plugins for visual data presentation in Microsoft 365 Copilot.
     36.2k
     repo stars
249. ▌
     microsoft-agent-framework · github bundle

     Create, update, refactor, explain, or review Microsoft Agent Framework solutions using shared guidance plus language-specific references for .NET and Python.
     36.2k
     repo stars
250. ▌
     performance-review-writer · github

     Draft performance reviews, self-assessments, peer reviews, and upward feedback in your own voice using WorkIQ to surface actual contributions and structure them into impact-focused writing.
     36.2k
     repo stars
251. ▌
     power-bi-dax-optimization · github

     Analyzes and optimizes DAX formulas for better performance, readability, and maintainability in Power BI.
     36.2k
     repo stars
252. ▌
     qdrant-deployment-options · github

     Guides selection of Qdrant deployment options: local mode, Docker, self-hosted, Qdrant Cloud, Hybrid Cloud, or Qdrant EDGE based on latency, control, and production needs.
     36.2k
     repo stars
253. ▌
     react-audit-grep-patterns · github bundle

     Provides grep scan commands for auditing React codebases before upgrading to React 18.3.1 or React 19.
     36.2k
     repo stars
254. ▌
     react18-batching-patterns · github bundle

     Diagnose and fix automatic batching regressions in React 18 class components with a decision tree for setState behavior changes.
     36.2k
     repo stars
255. ▌
     react18-dep-compatibility · github bundle

     Check minimum dependency versions for React 18.3.1 and React 19 compatibility, resolve peer dependency conflicts, and decide on upgrade strategies.
     36.2k
     repo stars
256. ▌
     ruby-mcp-server-generator · github

     Generate a complete, production-ready MCP server project in Ruby using the official MCP Ruby SDK.
     36.2k
     repo stars
257. ▌
     rust-mcp-server-generator · github

     Generate a complete Rust Model Context Protocol server project with tools, prompts, resources, and tests using the official rmcp SDK.
     36.2k
     repo stars
258. ▌
     postgresql-optimization · github

     Optimize PostgreSQL databases with advanced features, performance tuning, and best practices for JSONB, full-text search, window functions, and indexing.
     36.2k
     repo stars
259. ▌
     acquire-codebase-knowledge · github bundle

     Maps, documents, and onboards into an existing codebase by generating seven structured documents covering stack, structure, architecture, conventions, integrations, testing, and concerns.
     36.2k
     repo stars
260. ▌
     aspnet-minimal-api-openapi · github

     Create ASP.NET Minimal API endpoints with proper types and comprehensive OpenAPI/Swagger documentation.
     36.2k
     repo stars
261. ▌
     azure-deployment-preflight · github bundle

     Validates Bicep deployments to Azure before execution, including syntax checks, what-if analysis, and permission verification.
     36.2k
     repo stars
262. ▌
     salesforce-apex-quality · github

     Enforces bulk-safety rules, sharing model requirements, CRUD/FLS security, SOQL injection prevention, PNB test coverage, and modern Apex idioms for Salesforce development.
     36.2k
     repo stars
263. ▌
     commit-message-storyteller · github bundle

     Transforms git diffs and change descriptions into narrative commit messages that explain why a change was made, following Conventional Commits format.
     36.2k
     repo stars
264. ▌
     content-management-systems · github bundle

     Provides guidance for building and modifying content management systems across platforms like WordPress, Shopify, Drupal, and Webflow, covering themes, plugins, admin interfaces, media handling, content models, and static export workflows.
     36.2k
     repo stars
265. ▌
     create-implementation-plan · github

     Generate structured, machine-readable implementation plans for features, refactoring, upgrades, or infrastructure changes.
     36.2k
     repo stars
266. ▌
     from-the-other-side-anitta · github

     Provides a rigorous thinking partner profile that challenges assumptions, calibrates claims to evidence, and improves decision quality under uncertainty.
     36.2k
     repo stars
267. ▌
     javascript-typescript-jest · github

     Provides best practices for writing JavaScript/TypeScript tests using Jest, including test structure, mocking strategies, async testing, snapshot testing, and React component testing.
     36.2k
     repo stars
268. ▌
     javax-to-jakarta-migration · github

     Migrate Java code from javax.* to jakarta.* namespace when upgrading to Tomcat 11, Jakarta EE 10, or when javax imports are detected.
     36.2k
     repo stars
269. ▌
     nano-banana-pro-openrouter · github bundle

     Generate or edit images via OpenRouter using the Gemini 3 Pro Image model, with support for prompt-only generation, single-image edits, and multi-image compositing at 1K/2K/4K resolutions.
     36.2k
     repo stars
270. ▌
     oo-component-documentation · github bundle

     Create or update standardized object-oriented component documentation by analyzing source code and following a shared template with mode-specific guidance.
     36.2k
     repo stars
271. ▌
     playwright-explore-website · github

     Explores websites using Playwright to identify core features and generate test cases.
     36.2k
     repo stars
272. ▌
     qdrant-scaling-qps · github

     Guides scaling Qdrant query throughput (QPS) through performance tuning, horizontal scaling with read replicas, and disk I/O optimization.
     36.2k
     repo stars
273. ▌
     react18-lifecycle-patterns · github bundle

     Migrate React class component lifecycle methods (componentWillMount, componentWillReceiveProps, componentWillUpdate) to React 18.3.1 compliant patterns with decision trees and before/after code examples.
     36.2k
     repo stars
274. ▌
     php-mcp-server-generator · github

     Generate a complete PHP Model Context Protocol server project with tools, resources, prompts, and tests using the official PHP SDK.
     36.2k
     repo stars
275. ▌
     readme-blueprint-generator · github

     Generates a comprehensive README.md by analyzing project documentation files in .github/copilot and copilot-instructions.md.
     36.2k
     repo stars
276. ▌
     swift-mcp-server-generator · github

     Generate a complete, production-ready Model Context Protocol server project in Swift using the official MCP Swift SDK.
     36.2k
     repo stars
277. ▌
     typespec-create-api-plugin · github

     Generate TypeSpec API plugin files for Microsoft 365 Copilot, defining REST operations, authentication, and Adaptive Cards.
     36.2k
     repo stars
278. ▌
     update-implementation-plan · github

     Update an existing implementation plan file with new or updated requirements for features, refactoring, package upgrades, design, architecture, or infrastructure.
     36.2k
     repo stars
279. ▌
     update-markdown-file-index · github

     Updates a markdown file section with an index or table of files from a specified folder, preserving existing structure and formatting.
     36.2k
     repo stars
280. ▌
     appinsights-instrumentation · github bundle

     Instrument a web application to send telemetry data to Azure Application Insights for observability of app health.
     36.2k
     repo stars
281. ▌
     aws-well-architected-review · github

     Reviews AWS infrastructure as code and deployed resources against the Well-Architected Framework, generating findings and GitHub issues for remediation.
     36.2k
     repo stars
282. ▌
     dataverse-python-quickstart · github

     Generate Python SDK setup, CRUD, bulk, and paging snippets for Microsoft Dataverse using official patterns.
     36.2k
     repo stars
283. ▌
     from-the-other-side-wiggins · github

     Provides narrative synthesis, framing, and audience-aware communication patterns to improve decision narratives, written artifacts, and shared understanding.
     36.2k
     repo stars
284. ▌
     kotlin-mcp-server-generator · github

     Generates a complete Kotlin MCP server project with Gradle structure, dependencies, and implementation using the official kotlin-sdk library.
     36.2k
     repo stars
285. ▌
     openapi-to-application-code · github

     Generate a complete, production-ready application from an OpenAPI specification using the active framework's conventions and best practices.
     36.2k
     repo stars
286. ▌
     python-mcp-server-generator · github

     Generate a complete MCP server project in Python with tools, resources, and proper configuration using uv and the MCP SDK.
     36.2k
     repo stars
287. ▌
     python-pypi-package-builder · github bundle

     Build, test, lint, version, and publish production-grade Python libraries to PyPI with support for multiple build backends, versioning strategies, and CI/CD.
     36.2k
     repo stars
288. ▌
     qdrant-monitoring-debugging · github

     Diagnoses Qdrant production issues using metrics and observability tools, covering optimizer problems, memory spikes, and slow queries.
     36.2k
     repo stars
289. ▌
     aws-cloudwatch-investigation · github

     Investigate production incidents using CloudWatch Logs Insights query templates, alarm-to-deployment correlation, blast-radius narrowing decision tree, and PromQL-style metric query patterns.
     36.2k
     repo stars
290. ▌
     aws-resource-health-diagnose · github

     Analyze AWS resource health, diagnose issues from CloudWatch logs and metrics, and create a remediation plan for identified problems.
     36.2k
     repo stars
291. ▌
     azure-architecture-autopilot · github bundle

     Design Azure infrastructure using natural language or analyze existing resources to generate architecture diagrams, refine them through conversation, and deploy with Bicep.
     36.2k
     repo stars
292. ▌
     dotnet-design-pattern-review · github

     Review C#/.NET code for design pattern implementation and suggest improvements without making changes.
     36.2k
     repo stars
293. ▌
     github-codespaces-efficiency · github bundle

     Audit and improve GitHub Codespaces efficiency by analyzing devcontainer configurations, machine sizing, prebuild strategy, and idle timeout settings.
     36.2k
     repo stars
294. ▌
     gtm-partnership-architecture · github

     Build and scale partner ecosystems that drive revenue and platform adoption, covering program design, tiering, co-marketing, build-vs-partner decisions, and structured deployment.
     36.2k
     repo stars
295. ▌
     mcp-create-declarative-agent · github

     Creates a declarative agent for Microsoft 365 Copilot by integrating an MCP server with authentication, tool selection, and configuration.
     36.2k
     repo stars
296. ▌
     power-bi-model-design-review · github

     Evaluates Power BI data model architecture, relationships, storage modes, and performance to identify optimization opportunities and ensure adherence to best practices.
     36.2k
     repo stars
297. ▌
     structured-autonomy-generate · github

     Generates complete, copy-paste ready implementation documentation from a PR plan, including code blocks and verification checklists.
     36.2k
     repo stars
298. ▌
     transloadit-media-processing · github

     Encode video to HLS/MP4, generate thumbnails, resize or watermark images, extract audio, concatenate clips, add subtitles, OCR documents, and build multi-step media processing pipelines using Transloadit's cloud infrastructure.
     36.2k
     repo stars
299. ▌
     arize-ai-provider-integration · github bundle

     Manage Arize AI integrations that store LLM provider credentials for evaluators and other features. Supports creating, reading, updating, and deleting integrations with providers like OpenAI, Anthropic, Azure OpenAI, AWS Bedrock, Vertex AI, Gemini, and NVIDIA NIM.
     36.2k
     repo stars
300. ▌
     containerize-aspnet-framework · github

     Creates Dockerfiles and configuration files to containerize ASP.NET .NET Framework projects for Windows Docker containers.
     36.2k
     repo stars
301. ▌
     gtm-technical-product-pricing · github

     Choose pricing models, set freemium thresholds, and structure enterprise pricing conversations for technical products.
     36.2k
     repo stars
302. ▌
     python-azure-iot-edge-modules · github bundle

     Design, implement, and validate Python-based IoT Edge modules for telemetry processing, local inference, protocol translation, and edge-to-cloud integration.
     36.2k
     repo stars
303. ▌
     structured-autonomy-implement · github

     Executes a predefined implementation plan step by step, updating progress inline and running build or test commands.
     36.2k
     repo stars
304. ▌
     azure-resource-health-diagnose · github

     Analyze Azure resource health, diagnose issues from logs and telemetry, and create a remediation plan for identified problems.
     36.2k
     repo stars
305. ▌
     create-spring-boot-java-project · github

     Scaffolds a Spring Boot Java project with Maven, PostgreSQL, Redis, MongoDB, and Docker Compose.
     36.2k
     repo stars
306. ▌
     flowstudio-power-automate-build · github bundle

     Build, scaffold, and deploy Power Automate cloud flows programmatically via the FlowStudio MCP server, including constructing flow definitions, wiring connections, deploying, and testing.
     36.2k
     repo stars
307. ▌
     flowstudio-power-automate-debug · github bundle

     Debug failing Power Automate cloud flows by inspecting action-level inputs and outputs through the FlowStudio MCP server.
     36.2k
     repo stars
308. ▌
     gtm-enterprise-account-planning · github

     Plan and execute enterprise sales cycles using MEDDICC qualification, mutual action plans, and stakeholder mapping to systematically close complex deals.
     36.2k
     repo stars
309. ▌
     image-manipulation-image-magick · github

     Process and manipulate images using ImageMagick: resize, convert formats, batch process, and retrieve metadata.
     36.2k
     repo stars
310. ▌
     qdrant-performance-optimization · github

     Optimize Qdrant vector search performance through indexing strategies, query tuning, memory management, and hardware considerations.
     36.2k
     repo stars
311. ▌
     qdrant-minimize-latency · github

     Guides optimization of Qdrant query latency by tuning segments, memory, quantization, and search parameters.
     36.2k
     repo stars
312. ▌
     qdrant-search-quality-diagnosis · github

     Diagnoses Qdrant search quality issues by isolating causes like HNSW approximation, quantization, embedding model, or search pipeline problems.
     36.2k
     repo stars
313. ▌
     sql-server-table-reconciliation · github bundle

     Compare identical tables across two SQL Server instances using Python with mssql-python and Apache Arrow, detecting missing rows, column mismatches, schema drift, and generating a reconciliation report.
     36.2k
     repo stars
314. ▌
     typescript-mcp-server-generator · github

     Generate a complete, production-ready MCP server project in TypeScript with tools, resources, and proper configuration.
     36.2k
     repo stars
315. ▌
     architecture-blueprint-generator · github

     Analyzes codebases to generate comprehensive architectural documentation, including technology stack detection, visual diagrams, and implementation patterns.
     36.2k
     repo stars
316. ▌
     adobe-illustrator-scripting · github bundle

     Write, debug, and optimize Adobe Illustrator automation scripts using ExtendScript (JavaScript/JSX). Covers the complete object model, coordinate system, measurement units, export workflows, and best practices.
     36.2k
     repo stars
317. ▌
     breakdown-feature-implementation · github

     Creates detailed technical implementation plans for features based on a Feature PRD, including system architecture, database schema, API design, and frontend component hierarchy.
     36.2k
     repo stars
318. ▌
     comment-code-generate-a-tutorial · github

     Refactors a Python script into a beginner-friendly project with clear comments and a complete markdown tutorial.
     36.2k
     repo stars
319. ▌
     dataverse-python-production-code · github

     Generate production-ready Python code using the Dataverse SDK with error handling, retry logic, OData optimization, and logging.
     36.2k
     repo stars
320. ▌
     dataverse-python-usecase-builder · github

     Generate production-ready Dataverse SDK solutions with architecture recommendations, data models, and implementation code for common business use cases.
     36.2k
     repo stars
321. ▌
     remember-interactive-programming · github

     Reminds the agent to act as an interactive programmer using a live REPL for exploration and modification, with structural editing and todo list management.
     36.2k
     repo stars
322. ▌
     acreadiness-generate-instructions · github

     Generate tailored AI agent instruction files for VS Code Copilot and other coding agents, using AgentRC to analyze your codebase and produce flat or nested instruction files with optional per-area scoping.
     36.2k
     repo stars
323. ▌
     create-spring-boot-kotlin-project · github

     Scaffolds a Spring Boot Kotlin project with Gradle, WebFlux, R2DBC, Redis, MongoDB, and Testcontainers, including Docker Compose setup.
     36.2k
     repo stars
324. ▌
     refactor-method-complexity-reduce · github

     Reduces cognitive complexity of a specified method by extracting logic into focused helper methods, improving readability and maintainability.
     36.2k
     repo stars
325. ▌
     arduino-azure-iot-edge-integration · github bundle

     Design and implement Arduino integration with Azure IoT Hub and IoT Edge, including secure provisioning, resilient telemetry, command handling, and production guardrails.
     36.2k
     repo stars
326. ▌
     code-exemplars-blueprint-generator · github

     Generates customizable prompts for scanning codebases to identify and document high-quality code exemplars, supporting multiple programming languages and configurable analysis depth.
     36.2k
     repo stars
327. ▌
     react19-concurrent-patterns · github bundle

     Preserve React 18 concurrent patterns and adopt React 19 APIs (useTransition, useDeferredValue, Suspense, use(), useOptimistic, Actions) during migration.
     36.2k
     repo stars
328. ▌
     dataverse-python-advanced-patterns · github

     Generate production-ready Python code for Dataverse SDK with advanced patterns including error handling, batch operations, OData optimization, and Pandas integration.
     36.2k
     repo stars
329. ▌
     update-avm-modules-in-bicep · github

     Update Azure Verified Modules (AVM) to their latest versions in Bicep files, with support for non-breaking changes and manual review for breaking changes.
     36.2k
     repo stars
330. ▌
     playwright-automation-fill-in-form · github

     Automates filling in a Microsoft Forms form using Playwright MCP, with a review step before submission.
     36.2k
     repo stars
331. ▌
     power-platform-mcp-connector-suite · github

     Generate complete Power Platform custom connectors with Model Context Protocol integration for Copilot Studio, including schema generation, validation, troubleshooting, and certification preparation.
     36.2k
     repo stars
332. ▌
     qdrant-scaling-data-volume · github

     Guides scaling decisions for Qdrant vector databases when data volume exceeds single-node capacity, covering tenant scaling, time window rotation, vertical scaling, and horizontal sharding.
     36.2k
     repo stars
333. ▌
     ai-prompt-engineering-safety-review · github

     Analyzes prompts for safety, bias, security vulnerabilities, and effectiveness, providing detailed improvement recommendations with frameworks, testing methodologies, and educational content.
     36.2k
     repo stars
334. ▌
     mcp-copilot-studio-server-generator · github

     Generates a complete MCP server implementation optimized for Microsoft Copilot Studio, including Power Platform connector schema, custom C# logic, and deployment configuration.
     36.2k
     repo stars
335. ▌
     excalidraw-diagram-generator · github bundle

     Generate Excalidraw diagrams from natural language descriptions, supporting flowcharts, relationship diagrams, mind maps, architecture diagrams, and more. Outputs .excalidraw JSON files that can be opened directly in Excalidraw.
     36.2k
     repo stars
336. ▌
     power-bi-report-design-consultation · github

     Guides the design of effective, user-friendly, and accessible Power BI reports with optimal chart selection and layout design.
     36.2k
     repo stars
337. ▌
     qdrant-scaling-query-volume · github

     Optimizes Qdrant query performance for large limits across multiple shards by using Poisson-distributed subsampling to reduce inter-shard data transfer.
     36.2k
     repo stars
338. ▌
     gsap-framer-scroll-animation · github bundle

     Build scroll animations, parallax effects, pinned sections, and scroll-triggered reveals using GSAP ScrollTrigger or Framer Motion in vanilla JS, React, or Next.js.
     36.2k
     repo stars
339. ▌
     terraform-azurerm-set-diff-analyzer · github bundle

     Analyze Terraform plan JSON output for AzureRM Provider to distinguish between false-positive diffs (order-only changes in Set-type attributes) and actual resource changes.
     36.2k
     repo stars
340. ▌
     create-architectural-decision-record · github

     Generate structured Architectural Decision Record (ADR) documents with standardized front matter, consequences, and alternatives for AI-optimized decision documentation.
     36.2k
     repo stars
341. ▌
     flowstudio-power-automate-governance · github

     Govern Power Automate flows and Power Apps at scale by classifying business impact, detecting orphaned resources, auditing connectors, enforcing compliance, and computing archive scores — all without Dataverse or the CoE Starter Kit.
     36.2k
     repo stars
342. ▌
     minecraft-plugin-development · github bundle

     Build and modify Minecraft server plugins for Paper, Spigot, or Bukkit, covering plugin.yml setup, commands, listeners, schedulers, player state, team/arena systems, persistent progression, economy, configuration, and Adventure text.
     36.2k
     repo stars
343. ▌
     flowstudio-power-automate-monitoring · github

     Monitor Power Automate flow health, failure rates, and tenant assets through the FlowStudio MCP cached store with governance metadata and remediation hints.
     36.2k
     repo stars
344. ▌
     power-apps-code-app-scaffold · github

     Scaffold a complete Power Apps Code App project with PAC CLI setup, SDK integration, and connector configuration.
     36.2k
     repo stars
345. ▌
     folder-structure-blueprint-generator · github

     Analyzes project folder structures, auto-detects technology stacks, and generates detailed blueprints with naming conventions, file placement patterns, and templates for consistent code organization.
     36.2k
     repo stars
346. ▌
     gtm-board-and-investor-communication · github

     Structure board meetings, investor updates, and executive communication that builds trust and drives decisions.
     36.2k
     repo stars
347. ▌
     power-bi-performance-troubleshooting · github

     Systematically diagnose and resolve performance issues in Power BI models, reports, and queries using a structured troubleshooting methodology.
     36.2k
     repo stars
348. ▌
     technology-stack-blueprint-generator · github

     Analyzes codebases to generate detailed technology stack blueprints with version information, licensing, usage patterns, coding conventions, and architecture diagrams.
     36.2k
     repo stars
349. ▌
     azure-smart-city-iot-solution-builder · github bundle

     Design and plan end-to-end Azure IoT and Smart City solutions: requirements, architecture, security, operations, cost, and a phased delivery plan with concrete implementation artifacts.
     36.2k
     repo stars
350. ▌
     react-container-presentation-component · github bundle

     Scaffold React components following the Container/Presentation pattern under src/components, with TypeScript, Storybook, and SCSS conventions.
     36.2k
     repo stars
351. ▌
     flowstudio-power-automate-mcp · github bundle

     Connects an AI agent to a FlowStudio MCP server for Power Automate, handling authentication, tool discovery, and response parsing. Load this foundation skill before using specialized workflow skills for building, debugging, monitoring, or governing flows.
     36.2k
     repo stars
352. ▌
     reviewing-oracle-to-postgres-migration · github bundle

     Identifies Oracle-to-PostgreSQL migration risks by cross-referencing code against known behavioral differences. Use when planning a database migration, reviewing migration artifacts, or validating integration test coverage.
     36.2k
     repo stars
353. ▌
     qdrant-search-strategies · github

     Guides selection of Qdrant search strategies including hybrid search, reranking, relevance feedback, MMR, and discovery APIs to improve retrieval quality.
     36.2k
     repo stars
354. ▌
     import-infrastructure-as-code · github

     Import existing Azure resources into Terraform using Azure CLI discovery and Azure Verified Modules (AVM).
     36.2k
     repo stars
355. ▌
     copilot-instructions-blueprint-generator · github

     Generates a comprehensive copilot-instructions.md file that guides GitHub Copilot to produce code consistent with project standards, architecture patterns, and exact technology versions by analyzing existing codebase patterns.
     36.2k
     repo stars
356. ▌
     generate-custom-instructions-from-codebase · github

     Analyzes differences between two project versions to generate precise migration instructions for GitHub Copilot, enabling consistent code transformations during technology migrations, refactoring, or framework upgrades.
     36.2k
     repo stars
357. ▌
     github-actions-runtime-upgrade-conventions · github

     Upgrade GitHub Actions to supported runtimes by selecting safe action versions, preserving workflow behavior, and validating post-upgrade execution.
     36.2k
     repo stars
358. ▌
     create-github-action-workflow-specification · github

     Creates a formal, AI-optimized specification for an existing GitHub Actions CI/CD workflow, focusing on behavior and requirements rather than implementation details.
     36.2k
     repo stars
359. ▌
     salesforce-component-standards · github

     Enforce quality, security, and accessibility standards for Salesforce Lightning Web Components, Aura components, and Visualforce pages.
     36.2k
     repo stars
360. ▌
     suggest-awesome-github-copilot-instructions · github

     Suggests relevant GitHub Copilot instruction files from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with existing instructions and identifying outdated ones.
     36.2k
     repo stars
361. ▌
     project-workflow-analysis-blueprint-generator · github

     Generates detailed, technology-agnostic implementation blueprints by analyzing project architecture, technology stacks, and data flow patterns.
     36.2k
     repo stars
362. ▌
     create-github-issue-feature-from-specification · github

     Creates a GitHub issue from a specification file using a feature request template, checking for existing issues first.
     36.2k
     repo stars
363. ▌
     migrating-oracle-to-postgres-stored-procedures · github

     Translates Oracle PL/SQL stored procedures to PostgreSQL PL/pgSQL, preserving method signatures and type-anchored parameters while applying Oracle-compatible sorting and leveraging orafce.
     36.2k
     repo stars
364. ▌
     creating-oracle-to-postgres-migration-bug-report · github bundle

     Creates structured bug reports for defects found during Oracle-to-PostgreSQL migration, documenting behavioral differences with severity, root cause, and remediation steps.
     36.2k
     repo stars
365. ▌
     creating-oracle-to-postgres-master-migration-plan · github

     Discovers all projects in a .NET solution, classifies each for Oracle-to-PostgreSQL migration eligibility, and produces a persistent master migration plan.
     36.2k
     repo stars
366. ▌
     java-refactoring-extract-method · github

     Refactors Java methods by extracting code blocks into separate, well-named methods to improve readability and maintainability.
     36.2k
     repo stars
367. ▌
     qdrant-tenant-scaling · github

     Guides scaling Qdrant for multi-tenant workloads using payload partitioning, custom sharding, and tiered multitenancy.
     36.2k
     repo stars
368. ▌
     qdrant-vertical-scaling · github

     Guides vertical scaling decisions for Qdrant vector databases, covering when to scale up, how to resize nodes in Qdrant Cloud or self-hosted deployments, RAM sizing formulas, and when to switch to horizontal scaling.
     36.2k
     repo stars
369. ▌
     create-github-issues-feature-from-implementation-plan · github

     Creates GitHub Issues from implementation plan phases using feature_request.yml or chore_request.yml templates.
     36.2k
     repo stars
370. ▌
     qdrant-horizontal-scaling · github

     Diagnoses Qdrant capacity needs and guides horizontal scaling decisions, including node count, shard count, replication factor, and resharding trade-offs.
     36.2k
     repo stars
371. ▌
     scaffolding-oracle-to-postgres-migration-test-project · github

     Scaffolds an xUnit integration test project for validating Oracle-to-PostgreSQL database migration behavior in .NET solutions, including transaction-rollback base class and seed data manager.
     36.2k
     repo stars
372. ▌
     qdrant-sliding-time-window · github

     Guides scaling Qdrant vector search with time-based data rotation using shard rotation, collection rotation, or filter-and-delete strategies.
     36.2k
     repo stars
373. ▌
     creating-oracle-to-postgres-migration-integration-tests · github

     Generates integration test cases for .NET data access artifacts during Oracle-to-PostgreSQL database migrations, producing DB-agnostic xUnit tests with deterministic seed data that validate behavior consistency across both database systems.
     36.2k
     repo stars
374. ▌
     create-github-issues-for-unmet-specification-requirements · github

     Creates GitHub Issues for unimplemented requirements from specification files, checking the codebase and existing issues to avoid duplicates.
     36.2k
     repo stars
375. ▌
     planning-oracle-to-postgres-migration-integration-testing · github

     Creates an integration testing plan for .NET data access artifacts during Oracle-to-PostgreSQL database migrations, analyzing a project to identify repositories, DAOs, and service layers that interact with the database, then producing a structured testing plan.
     36.2k
     repo stars
376. ▌
     qdrant-memory-usage-optimization · github

     Diagnoses and reduces Qdrant memory usage by analyzing resident memory, page cache, and providing optimization techniques like quantization, on-disk storage, and async_scorer.
     36.2k
     repo stars
377. ▌
     qdrant-search-speed-optimization · github

     Diagnoses and resolves slow Qdrant search performance issues including high latency, low throughput, and slow filtered searches.
     36.2k
     repo stars
378. ▌
     qdrant-indexing-performance-optimization · github

     Diagnoses and resolves slow Qdrant indexing and data ingestion by optimizing batching, sharding, HNSW parameters, and payload indexing strategies.
     36.2k
     repo stars
379. ▌
     write-coding-standards-from-file · github

     Analyze existing code files to generate a project-specific coding standards document, with options for templates, README insertion, and inconsistency detection.
     36.2k
     repo stars
380. ▌
     java-refactoring-remove-parameter · github

     Refactors Java methods by removing unused or redundant parameters to improve readability and maintainability.
     36.2k
     repo stars
381. ▌
     java-add-graalvm-native-image-support · github

     Adds GraalVM native image support to Java applications by analyzing the project structure, configuring the build tool, and iteratively resolving build errors.
     36.2k
     repo stars
382. ▌
     suggest-awesome-github-copilot-agents · github

     Suggest relevant GitHub Copilot Custom Agents from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates and identifying outdated agents.
     36.2k
     repo stars
383. ▌
     suggest-awesome-github-copilot-skills · github

     Suggest relevant GitHub Copilot skills from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with existing skills and identifying outdated ones.
     36.2k
     repo stars