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  1. Skill

    generate-custom-instructions-from-codebase

    github/awesome-copilot · skills/generate-custom-instructions-from-codebase

    Migration and code evolution instructions generator for GitHub Copilot. Analyzes differences between two project versions (branches, commits, or releases) to create precise instructions allowing Copilot to maintain consistency during technology migrations, major refactoring, or framework version upgrades.

    Repository stars: 40,904 · Incomplete scan

  2. Skill

    desk-open

    github/awesome-copilot · skills/desk-open

    Create and open a new desk in the workshop. Sets up the folder structure, initial journal, and desk identity so the next session that sits down finds the trail.

    Repository stars: 40,904 · Incomplete scan

  3. Skill

    mentoring-juniors

    github/awesome-copilot · skills/mentoring-juniors

    Socratic mentoring for junior developers and AI newcomers. Guides through questions, never answers. Triggers: "help me understand", "explain this code", "I'm stuck", "Im stuck", "I'm confused", "Im confused", "I don't understand", "I dont understand", "can you teach me", "teach me", "mentor me", "guide me", "what does this error mean", "why doesn't this work", "why does not this work", "I'm a beginner", "Im a beginner", "I'm learning", "Im learning", "I'm new to this", "Im new to this", "walk me through", "how does this work", "what's wrong with my code", "what's wrong", "can you break this down", "ELI5", "step by step", "where do I start", "what am I missing", "newbie here", "junior dev", "first time using", "how do I", "what is", "is this right", "not sure", "need help", "struggling", "show me", "help me debug", "best practice", "too complex", "overwhelmed", "lost", "debug this", "/socratic", "/hint", "/concept", "/pseudocode". Progressive clue systems, teaching techniques, and success metrics.

    Repository stars: 40,904 · Incomplete scan

  4. Skill

    suggest-awesome-github-copilot-instructions

    github/awesome-copilot · skills/suggest-awesome-github-copilot-instructions

    Suggest relevant GitHub Copilot instruction files from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with existing instructions in this repository, and identifying outdated instructions that need updates.

    Repository stars: 40,904 · Incomplete scan

  5. Skill

    salesforce-flow-design

    github/awesome-copilot · skills/salesforce-flow-design

    Salesforce Flow architecture decisions, flow type selection, bulk safety validation, and fault handling standards. Use this skill when designing or reviewing Record-Triggered, Screen, Autolaunched, Scheduled, or Platform Event flows to ensure correct type selection, no DML/Get Records in loops, proper fault connectors on all data-changing elements, and appropriate automation density checks before deployment.

    Repository stars: 40,904 · Incomplete scan

  6. Skill

    fluentui-blazor

    github/awesome-copilot · skills/fluentui-blazor

    Guide for using the Microsoft Fluent UI Blazor component library (Microsoft.FluentUI.AspNetCore.Components NuGet package) in Blazor applications. Use this when the user is building a Blazor app with Fluent UI components, setting up the library, using FluentUI components like FluentButton, FluentDataGrid, FluentDialog, FluentToast, FluentNavMenu, FluentTextField, FluentSelect, FluentAutocomplete, FluentDesignTheme, or any component prefixed with "Fluent". Also use when troubleshooting missing providers, JS interop issues, or theming.

    Repository stars: 40,904 · Incomplete scan

  7. Skill

    mkdocs-translations

    github/awesome-copilot · skills/mkdocs-translations

    Generate a language translation for a mkdocs documentation stack.

    Repository stars: 40,904 · Incomplete scan

  8. Skill

    webmcpify

    github/awesome-copilot · skills/webmcpify

    WebMCP agent skill for curated core coverage or route-by-route parity — inventory an existing web app, integrate approved tools, then inspect, verify and heal them in a real browser. Use for "webmcpify", "add WebMCP", or "expose app actions to AI agents".

    Repository stars: 40,904 · Incomplete scan

  9. Skill

    tugboat

    github/awesome-copilot · skills/tugboat

    Anxiety-aware, evidence-driven collaboration for stalled or high-stakes work when a user says uncertainty, repeated setbacks, or lack of visible progress is causing significant anxiety or distress. Use immediately when explicitly invoked; when this fit is only inferred from the user's own account, ask permission before applying it. Preserve the user's ideal and turn grounded perspective-taking into persistent, bounded problem solving. Do not use to diagnose, provide therapy, manufacture certainty, or lower goals for reassurance.

    Repository stars: 40,904 · Incomplete scan

  10. Skill

    gem-devops-guidelines

    github/awesome-copilot · skills/gem-devops-guidelines

    Design or review infrastructure, deployment, CI/CD, Docker, Kubernetes, health checks, rollback, feature flags, production readiness, and mobile release workflows. Use for DevOps, platform, container, pipeline, or release tasks.

    Repository stars: 40,904 · Incomplete scan

  11. Skill

    image-annotations

    github/awesome-copilot · skills/image-annotations

    Annotate screenshots, diagrams, and images with callout rectangles, arrows, labels, and color-coded highlights using PIL. Includes rules for animated GIF annotations with timing and pacing.

    Repository stars: 40,904 · Incomplete scan

  12. Skill

    workiq-copilot

    github/awesome-copilot · skills/workiq-copilot

    Guides the Copilot CLI on how to use the WorkIQ CLI/MCP server to query Microsoft 365 Copilot data (emails, meetings, docs, Teams, people) for live context, summaries, and recommendations.

    Repository stars: 40,904 · Incomplete scan

  13. Skill

    cloud-design-patterns

    github/awesome-copilot · skills/cloud-design-patterns

    Cloud design patterns for distributed systems architecture covering 42 industry-standard patterns across reliability, performance, messaging, security, and deployment categories. Use when designing, reviewing, or implementing distributed system architectures.

    Repository stars: 40,904 · Incomplete scan

  14. Skill

    mcp-cli

    github/awesome-copilot · skills/mcp-cli

    Interface for MCP (Model Context Protocol) servers via CLI. Use when you need to interact with external tools, APIs, or data sources through MCP servers, list available MCP servers/tools, or call MCP tools from command line.

    Repository stars: 40,904 · Incomplete scan

  15. Skill

    update-avm-modules-in-bicep

    github/awesome-copilot · skills/update-avm-modules-in-bicep

    Update Azure Verified Modules (AVM) to latest versions in Bicep files.

    Repository stars: 40,904 · Incomplete scan

  16. Skill

    make-blog-post

    github/awesome-copilot · skills/make-blog-post

    Turn code from the current session into a blog post written in the voice of its author. Covers one function, script, class, or tool as a focused walkthrough with a generalized sample and a usage example, learns tone and structure from existing posts or writing samples by the same author, takes the destination from what the user names or the blog repository in use instead of assumed folders, and saves no file until the draft is approved. Use when asked to write, draft, or turn code into a blog post, article, tutorial, or gist, or when invoked as /make-blog-post at the end of a turn.

    Repository stars: 40,904 · Incomplete scan

  17. Skill

    markdown-to-html

    github/awesome-copilot · skills/markdown-to-html

    Convert Markdown files to HTML similar to `marked.js`, `pandoc`, `gomarkdown/markdown`, or similar tools; or writing custom script to convert markdown to html and/or working on web template systems like `jekyll/jekyll`, `gohugoio/hugo`, or similar web templating systems that utilize markdown documents, converting them to html. Use when asked to "convert markdown to html", "transform md to html", "render markdown", "generate html from markdown", or when working with .md files and/or web a templating system that converts markdown to HTML output. Supports CLI and Node.js workflows with GFM, CommonMark, and standard Markdown flavors.

    Repository stars: 40,904 · Incomplete scan

  18. Skill

    react18-legacy-context

    github/awesome-copilot · skills/react18-legacy-context

    Provides the complete migration pattern for React legacy context API (contextTypes, childContextTypes, getChildContext) to the modern createContext API. Use this skill whenever migrating legacy context in class components - this is always a cross-file migration requiring the provider AND all consumers to be updated together. Use it before touching any contextTypes or childContextTypes code, because migrating only the provider without the consumers (or vice versa) will cause a runtime failure. Always read this skill before writing any context migration - the cross-file coordination steps here prevent the most common context migration bugs.

    Repository stars: 40,904 · Incomplete scan

  19. Skill

    react18-string-refs

    github/awesome-copilot · skills/react18-string-refs

    Provides exact migration patterns for React string refs (ref="name" + this.refs.name) to React.createRef() in class components. Use this skill whenever migrating string ref usage - including single element refs, multiple refs in a component, refs in lists, callback refs, and refs passed to child components. Always use this skill before writing any ref migration code - the multiple-refs-in-list pattern is particularly tricky and this skill prevents the most common mistakes. Use it for React 18.3.1 migration (string refs warn) and React 19 migration (string refs removed).

    Repository stars: 40,904 · Incomplete scan

  20. Skill

    java-testcontainers

    github/awesome-copilot · skills/java-testcontainers

    Write reliable integration tests in plain Java with Testcontainers 2.x: JUnit Jupiter lifecycle, singleton containers, reuse, generic containers, wait strategies, networks, init scripts, Docker Compose, CI and Docker/Podman setup. Use when adding or fixing Testcontainers tests, or migrating from 1.x. Framework-neutral.

    Repository stars: 40,904 · Incomplete scan

  21. Skill

    agent-owasp-compliance

    github/awesome-copilot · skills/agent-owasp-compliance

    Check any AI agent codebase against the OWASP Agentic Security Initiative (ASI) Top 10 risks. Use this skill when: - Evaluating an agent system's security posture before production deployment - Running a compliance check against OWASP ASI 2026 standards - Mapping existing security controls to the 10 agentic risks - Generating a compliance report for security review or audit - Comparing agent framework security features against the standard - Any request like "is my agent OWASP compliant?", "check ASI compliance", or "agentic security audit"

    Repository stars: 40,904 · Incomplete scan

  22. Skill

    performance-review-writer

    github/awesome-copilot · skills/performance-review-writer

    Draft performance reviews, self-assessments, peer reviews, and upward feedback in your own voice. Analyzes your contributions, emails, and meeting history via WorkIQ, then produces honest, impact-focused drafts using the STAR format. USE FOR: write my performance review, draft self-assessment, peer review, 360 feedback, annual review, mid-year review, upward feedback, write review for colleague, performance appraisal.

    Repository stars: 40,904 · Incomplete scan

  23. Skill

    qdrant-monitoring-setup

    github/awesome-copilot · skills/qdrant-monitoring/setup

    Guides Qdrant monitoring setup including Prometheus scraping, health probes, Hybrid Cloud metrics, alerting, and log centralization. Use when someone asks 'how to set up monitoring', 'Prometheus config', 'Grafana dashboard', 'health check endpoints', 'how to scrape Hybrid Cloud', 'what alerts to set', 'how to centralize logs', or 'audit logging'.

    Repository stars: 40,904 · Incomplete scan

  24. Skill

    cypress-flake-fixer

    github/awesome-copilot · skills/cypress-flake-fixer

    Find and fix flake-prone anti-patterns in an existing Cypress suite, and APIs removed in Cypress 12 to 16. Bundles a zero-dependency scanner for fixed cy.wait() delays, assigned command return values, async/await, force: true, chaining after actions, one-shot expect() inside .then(), conditional testing, and removed APIs such as Cypress.env(), cy.exec(), cy.server()/cy.route(). Use when asked to fix flaky Cypress tests, remove cy.wait, stabilize or harden a Cypress suite, audit Cypress specs, debug "detached from the DOM" errors, or prepare an upgrade to Cypress 15 or 16.

    Repository stars: 40,904 · Incomplete scan

  25. Skill

    suggest-awesome-github-copilot-agents

    github/awesome-copilot · skills/suggest-awesome-github-copilot-agents

    Suggest relevant GitHub Copilot Custom Agents files from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with existing custom agents in this repository, and identifying outdated agents that need updates.

    Repository stars: 40,904 · Incomplete scan

  26. Skill

    commit-message-storyteller

    github/awesome-copilot · skills/commit-message-storyteller

    Analyzes git diffs or staged changes and generates narrative commit messages that explain WHY a change was made, not just what changed — following Conventional Commits format. Use when asked to "write a commit message", "describe my changes", "what should I commit this as", or "summarize my diff". Works with git diff output, staged files, or plain descriptions of changes. Does not run git commit; to stage files and make the commit, use the git-commit skill.

    Repository stars: 40,904 · Incomplete scan

  27. Skill

    first-ask

    github/awesome-copilot · skills/first-ask

    Interactive, input-tool powered, task refinement workflow: interrogates scope, deliverables, constraints before carrying out the task; Requires the Joyride extension.

    Repository stars: 40,904 · Incomplete scan

  28. Skill

    create-spring-boot-java-project

    github/awesome-copilot · skills/create-spring-boot-java-project

    Create a new Spring Boot Java project (Maven or Gradle) from start.spring.io with sensible defaults for configuration, PostgreSQL, logging, security, testing and Docker. Use when asked to scaffold, bootstrap or generate a Spring Boot application. Detects existing project versions and never upgrades implicitly.

    Repository stars: 40,904 · Incomplete scan

  29. Skill

    technical-job-search

    github/awesome-copilot · skills/technical-job-search

    Use this skill when a software engineer asks for help with job search tasks: parsing or analyzing a job description, tailoring a CV/resume, writing a cover letter, evaluating a job offer, or drafting a post-interview follow-up email. Do not activate for general career advice unrelated to an active job search action.

    Repository stars: 40,904 · Incomplete scan

  30. Skill

    update-llms

    github/awesome-copilot · skills/update-llms

    Update the llms.txt file in the root folder to reflect changes in documentation or specifications following the llms.txt specification at https://llmstxt.org/

    Repository stars: 40,904 · Incomplete scan

  31. Skill

    shuffle-json-data

    github/awesome-copilot · skills/shuffle-json-data

    Shuffle repetitive JSON objects safely by validating schema consistency before randomising entries.

    Repository stars: 40,904 · Incomplete scan

  32. Skill

    foundry-agentic-loop

    github/awesome-copilot · skills/foundry-agentic-loop

    Build agentic solutions on Microsoft Foundry, GitHub and Azure: hosted agents, toolbox tools and skills, Foundry IQ grounding and a React/FastAPI app. Three modes: rapid prototyping in an existing Foundry project; spec-driven development (SDD), where the foundry-agentic-loop-workflow runs Specify, Implement, Verify and Deploy to create the Foundry project and deploy with azd, or one phase runs alone; and Improve, which refines this skill and the workflow from past runs. Use for Agentic Loop requests and canvas actions, or end-to-end agent solutions from architecture to Azure deployment. Not for isolated Azure administration or unrelated UI edits.

    Repository stars: 40,904 · Incomplete scan

  33. Skill

    ruby-mcp-server-generator

    github/awesome-copilot · skills/ruby-mcp-server-generator

    Generate a complete Model Context Protocol server project in Ruby using the official MCP Ruby SDK gem.

    Repository stars: 40,904 · Incomplete scan

  34. Skill

    rebase-current-branch

    github/awesome-copilot · skills/rebase-current-branch

    Rebase the currently checked out feature branch onto the latest upstream default branch. Use when asked to update a branch with main or master, rebase the current branch onto the default branch, or sync a feature branch before review. Detects whether the repository uses main or master and guides safe conflict handling.

    Repository stars: 40,904 · Incomplete scan

  35. Skill

    aspire

    github/awesome-copilot · skills/aspire

    Aspire skill covering the Aspire CLI, AppHost orchestration, service discovery, integrations, MCP server, VS Code extension, Dev Containers, GitHub Codespaces, templates, dashboard, and deployment. Use when the user asks to create, run, debug, configure, deploy, or troubleshoot an Aspire distributed application.

    Repository stars: 40,904 · Incomplete scan

  36. Skill

    build-evidence-map

    github/awesome-copilot · skills/build-evidence-map

    Build an auditable evidence map for a contested technical choice, research synthesis, proposal review, or consequential decision. Use when Copilot must preserve supporting, contradicting, qualifying, and missing evidence with exact source regions instead of collapsing disagreement into prose.

    Repository stars: 40,904 · Incomplete scan

  37. Skill

    snowflake-semanticview

    github/awesome-copilot · skills/snowflake-semanticview

    Create, alter, and validate Snowflake semantic views using Snowflake CLI (snow). Use when asked to build or troubleshoot semantic views/semantic layer definitions with CREATE/ALTER SEMANTIC VIEW, to validate semantic-view DDL against Snowflake via CLI, or to guide Snowflake CLI installation and connection setup.

    Repository stars: 40,904 · Incomplete scan

  38. Skill

    roslyn-analyzers

    github/awesome-copilot · skills/roslyn-analyzers

    Build, review, debug, package, and test Roslyn diagnostic analyzers, code fix providers, and incremental source generators. Use for DiagnosticAnalyzer, CodeFixProvider, IIncrementalGenerator, IOperation analysis, Microsoft.CodeAnalysis dependency pinning, Roslyn test harnesses, C#/VB tests, and analyzer NuGet packaging.

    Repository stars: 40,904 · Incomplete scan

  39. Skill

    arch-linux-triage

    github/awesome-copilot · skills/arch-linux-triage

    Triage and resolve Arch Linux issues with pacman, systemd, and rolling-release best practices.

    Repository stars: 40,904 · Incomplete scan

  40. Skill

    bug-reproduction-brief

    github/awesome-copilot · skills/bug-reproduction-brief

    Turn a vague, intermittent, or environment-specific bug report into a minimal evidence-backed reproduction before proposing a fix.

    Repository stars: 40,904 · Incomplete scan

  41. Skill

    rhino3d-scripts

    github/awesome-copilot · skills/rhino3d-scripts

    Authoring and debugging scripts for Rhinoceros 3D (Rhino 8 and later). Use when asked to write RhinoScript (VBScript / .rvb / .vbs), RhinoPython, or RhinoCommon-based scripts; automate Rhino modeling tasks; build command macros; manipulate Rhino geometry, layers, blocks, or document objects; pick objects from the viewport; control redraw and undo; or load and run scripts from the Rhino Script Editor. Covers `rhinoscriptsyntax`, `scriptcontext`, the `Rhino.*` RhinoCommon namespaces (`Rhino.Geometry`, `Rhino.DocObjects`, `Rhino.Input`, `Rhino.UI`, `Rhino.Display`, `Rhino.FileIO`), and the Rhino 8 unified Script Editor.

    Repository stars: 40,904 · Incomplete scan

  42. Skill

    refactor-method-complexity-reduce

    github/awesome-copilot · skills/refactor-method-complexity-reduce

    Refactor given method `${input:methodName}` to reduce its cognitive complexity to `${input:complexityThreshold}` or below, by extracting helper methods.

    Repository stars: 40,904 · Incomplete scan

  43. Skill

    microsoft-docs

    github/awesome-copilot · skills/microsoft-docs

    Query official Microsoft documentation to find concepts, tutorials, and code examples across Azure, .NET, Agent Framework, Aspire, VS Code, GitHub, and more. Uses Microsoft Learn MCP as the default, with Context7 and Aspire MCP for content that lives outside learn.microsoft.com.

    Repository stars: 40,904 · Incomplete scan

  44. Skill

    qdrant-indexing-performance-optimization

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

    Diagnoses and fixes slow Qdrant indexing and data ingestion. Use when someone reports 'uploads are slow', 'indexing takes forever', 'optimizer is stuck', 'HNSW build time too long', or 'data uploaded but search is bad'. Also use when optimizer status shows errors, segments won't merge, or indexing threshold questions arise.

    Repository stars: 40,904 · Incomplete scan

  45. Skill

    tldr-prompt

    github/awesome-copilot · skills/tldr-prompt

    Create tldr summaries for GitHub Copilot files (prompts, agents, instructions, collections), MCP servers, or documentation from URLs and queries.

    Repository stars: 40,904 · Incomplete scan

  46. Skill

    php-mcp-server-generator

    github/awesome-copilot · skills/php-mcp-server-generator

    Generate a complete PHP Model Context Protocol server project with tools, resources, prompts, and tests using the official PHP SDK

    Repository stars: 40,904 · Incomplete scan

  47. Skill

    aws-cost-optimize

    github/awesome-copilot · skills/aws-cost-optimize

    Analyze AWS resources used in the app (IaC files and/or resources in a target account/region) and optimize costs - creating GitHub issues for identified optimizations.

    Repository stars: 40,904 · Incomplete scan

  48. Skill

    csharp-docs

    github/awesome-copilot · skills/csharp-docs

    Ensure that C# types are documented with XML comments and follow best practices for documentation.

    Repository stars: 40,904 · Incomplete scan

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