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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
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
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
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repository context and chat history, avoiding duplicates with existing instructions in this repository, and identifying outdated instructions that need updates.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
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
Skill
context-map
github/awesome-copilot · skills/context-map
Generate a map of all files relevant to a task before making changes
Repository stars: 40,904 · Incomplete scan
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
Skill
dotnet-best-practices
github/awesome-copilot · skills/dotnet-best-practices
Ensure .NET/C# code meets best practices for the solution/project.
Repository stars: 40,904 · Incomplete scan
Skill
mkdocs-translations
github/awesome-copilot · skills/mkdocs-translations
Generate a language translation for a mkdocs documentation stack.
Repository stars: 40,904 · Incomplete scan
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Automated signals, not a guarantee. How the checks work.