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@github

contributor on implexa, with 200 skills ranked by SkillRank across 1 source.

github on githubpublishes to skills.sh
skills
200
avg SkillRank
5.3
38 scored / 200 total
total stars
across 2 repos
total installs
across 2 repos

skills, ranked by SkillRank

scoresourceskill
7.2skills.sh
eval-driven-dev
eval-driven-dev establishes a pattern for testing python llm applications end-to-end by running real code paths with instrumented external data and real llm calls, scoring outputs via evaluators rather than assertions.
6.9skills.sh
csharp-xunit
csharp-xunit covers test structure, data-driven testing with theory attributes, assertion patterns, and mocking strategies for building reliable unit tests in .net projects.
6.8skills.sh
create-specification
create-specification generates ai-optimized specification documents with standardized templates, yaml metadata, and structured markdown enforcing 11 sections for requirements, interfaces, and acceptance criteria.
6.8skills.sh
create-implementation-plan
generates structured, machine-readable implementation plans with mandatory sections for requirements, phases, dependencies, testing, and risks. enforces strict template compliance via identifier prefixes for autonomous execution.
6.5skills.sh
typescript-mcp-server-generator
typescript-mcp-server-generator scaffolds a complete MCP server in TypeScript with tools, resources, and configurable transport (HTTP or stdio), including validation via zod and testing via MCP Inspector.
6.2skills.sh
doublecheck
doublecheck provides a two-mode verification pipeline that extracts claims, surfaces sources for independent review, and flags hallucination patterns. incomplete procedural specification and vague sourcing mechanics limit operational clarity.
6.2skills.sh
breakdown-feature-prd
breakdown-feature-prd converts epics into structured product requirements documents with standardized markdown sections, clarifying questions, and scope boundaries, but lacks actionable procedural detail and edge case handling.
6.1skills.sh
scaffolding-oracle-to-postgres-migration-test-project
scaffolding-oracle-to-postgres-migration-test-project creates a bare xunit test harness with transaction rollback and seed data infrastructure for validating oracle-to-postgresql migrations in .net codebases.
6.1skills.sh
multi-stage-dockerfile
multi-stage-dockerfile guides construction of optimized container images by separating build and runtime stages, minimizing final artifact size and attack surface through deliberate layering and base image selection.
5.9skills.sh
sql-code-review
sql-code-review identifies common security pitfalls and performance anti-patterns in sql code, highlighting vulnerabilities like injection and unsafe string concatenation alongside remediation patterns.
5.9skills.sh
update-llms
update-llms maintains llms.txt compliance with the official specification, identifying outdated references and reorganizing documentation sections to improve lm navigation across the repository.
5.9skills.sh
secret-scanning
secret-scanning covers github credential detection, push protection, custom pattern definition, and alert triage. guides configuration at repository and organization scope with custom exclusion rules.
5.8skills.sh
ef-core
ef-core collects design patterns for entity framework context and entity configuration, covering dbcontext cohesion, injection, fluent api setup, and relationship modeling without tactical implementation guidance.
5.8skills.sh
powerbi-modeling
powerbi-modeling assists with semantic model design, dax measure creation, and relationship configuration against microsoft best practices. provides assessment checklists and optimization guidance but lacks concrete procedural depth.
5.8skills.sh
flowstudio-power-automate-debug
flowstudio-power-automate-debug provides an 8-step diagnostic workflow for identifying and remediating failures in power automate cloud flows via mcp server integration, with concrete examples covering expression errors, auth failures, and null handling.
5.6skills.sh
ai-prompt-engineering-safety-review
ai-prompt-engineering-safety-review provides a multi-dimensional framework for analyzing ai prompts across safety, bias, and security concerns. it delivers risk scoring and improved prompt versions but lacks concrete procedural steps and actionable trigger conditions.
5.6skills.sh
codeql
codeql covers workflow setup and cli usage for static analysis via github actions and standalone scanning. lacks procedural depth on common failure modes and remediation paths.
5.4skills.sh
create-agentsmd
create-agentsmd generates an AGENTS.md file at repository root, providing ai agents with project context and technical instructions following open format standards.
5.4skills.sh
dotnet-timezone
dotnet-timezone guides c# developers through timezone handling scenarios, covering conversion, dayligh saving time, and library selection (timezoninfo, nodatime, timezonconverter) with decision trees and code patterns.
5.3skills.sh
gtm-enterprise-account-planning
gtm-enterprise-account-planning provides trigger-based guidance for structuring complex sales cycles and account qualification, but lacks detailed procedural steps and explicit failure mode handling.
5.2skills.sh
unit-test-vue-pinia
unit-test-vue-pinia covers creating and reviewing tests for vue 3 components, composables, and pinia stores using vitest. emphasizes behavior-first testing with narrow scope and observable assertions.
5.2skills.sh
gtm-0-to-1-launch
gtm-0-to-1-launch addresses product launch from concept to initial customer traction, emphasizing finding early adopters over publicity. the skill provides launch decision trees and diagnostic frameworks but lacks procedural depth.
5.1skills.sh
dotnet-design-pattern-review
dotnet-design-pattern-review audits c# code against six named patterns (command, factory, di, repository, provider, resource) but provides only a checklist without actionable review steps, decision logic, or guidance on what constitutes adequate pattern implementation.
4.9skills.sh
create-github-issues-feature-from-implementation-plan
create-github-issues-feature-from-implementation-plan converts implementation plan phases into github issues, using template selection and deduplication against existing issues.
4.9skills.sh
finalize-agent-prompt
finalize-agent-prompt refines prompt files by applying best-practice patterns and correcting style issues while preserving structure and intent. lacks concrete procedure definition and failure handling.
4.8skills.sh
react18-string-refs
react18-string-refs maps deprecated string ref patterns to createRef() and callback alternatives, covering single refs, lists, forwarding, with a grep scan command for detection.
4.8skills.sh
penpot-uiux-design
penpot-uiux-design documents four mcp tools for design automation but lacks concrete workflow procedures, decision logic, or output validation beyond listing available functions.
4.8skills.sh
make-repo-contribution
make-repo-contribution enforces security boundaries and contribution compliance before filing issues or creating pull requests, prioritizing safe repository interaction patterns over blind template execution.
4.5skills.sh
workiq-copilot
workiq-copilot bridges microsoft 365 data (emails, meetings, docs, teams, people) to copilot cli via natural language queries and optional mcp server mode, but lacks implementation depth and failure handling.
4.3skills.sh
remember-interactive-programming
a micro-prompt reinforcing interactive programming workflows that reminds agents to treat the live repl as source of truth, communicate evaluated code clearly, and maintain todo lists during development.
4.3skills.sh
postgresql-code-review
postgresql-code-review demonstrates postgres-specific pattern matching on jsonb, array, and indexing concerns but lacks systematic procedure, clear decision logic, and explicit failure handling.
4.2skills.sh
game-engine
web-based game engine skill covering html5 canvas, webgl, and javascript. provides starter templates and framework guidance for 2d and 3d game development but lacks step-by-step procedures.
4.2skills.sh
next-intl-add-language
next-intl-add-language covers the mechanics of registering a new language in a next-intl project, including translation file creation, routing updates, and ui component changes, but lacks depth on execution and failure modes.
4.2skills.sh
github-copilot-starter
github-copilot-starter outlines a process for gathering project details and creating copilot-instructions.md, but lacks actionable steps, decision logic, and failure handling for implementation.
4.2skills.sh
roundup-setup
roundup-setup guides users through a conversational onboarding to define their communication style and data sources, then outputs a configuration file for the roundup plugin to generate briefings.
4.2skills.sh
model-recommendation
model-recommendation analyzes agent and prompt files to match them against 14 ai models, providing primary suggestions, cost trade-offs, and deprecation guidance. incomplete procedure definition and sparse failure-mode handling weaken execution clarity.
3.8skills.sh
suggest-awesome-github-copilot-skills
suggest-awesome-github-copilot-skills recommends missing copilot skills from the awesome-copilot repository by analyzing repo context and chat history, filtering out duplicates.
3.2skills.sh
cloud-design-patterns
cloud-design-patterns is a reference document on distributed system architecture principles. it catalogs 42 vendor-agnostic patterns for reliability, performance, and security but lacks actionable procedures or decision workflows.
skills.sh
gtm-operating-cadence
Design meeting rhythms, metric reporting, quarterly planning, and decision-making velocity for scaling companies. Use when decisions are slow, planning is…
skills.sh
gtm-partnership-architecture
Build and scale partner ecosystems that drive revenue and platform adoption. Use when building partner programs from scratch, tiering partnerships, managing…
skills.sh
gtm-developer-ecosystem
Build and scale developer-led adoption through ecosystem programs. Use when deciding open vs curated ecosystems, building developer programs, scaling platform…
skills.sh
gtm-board-and-investor-communication
Board meeting preparation, investor updates, and executive communication. Use when preparing board decks, writing investor updates, handling bad news with the…
skills.sh
gtm-enterprise-onboarding
Four-phase framework for onboarding enterprise customers from contract to value realization. Use when implementing new enterprise customers, preventing churn…
skills.sh
gtm-technical-product-pricing
Pricing strategy for technical products. Use when choosing usage-based vs seat-based, designing freemium thresholds, structuring enterprise pricing…
skills.sh
gtm-ai-gtm
Go-to-market strategy for AI products. Use when positioning AI products, handling "who is responsible when it breaks" objections, pricing variable-cost AI,…
skills.sh
semantic-kernel
Create, update, refactor, explain, or review Semantic Kernel solutions using shared guidance plus language-specific references for .NET and Python.
skills.sh
spring-boot-testing
Expert Spring Boot 4 testing specialist that selects the best Spring Boot testing techniques for your situation with Junit 6 and AssertJ.
skills.sh
sandbox-npm-install
Install npm packages in a Docker sandbox environment. Use this skill whenever you need to install, reinstall, or update node_modules inside a container where…
skills.sh
aws-cdk-python-setup
Setup and initialization guide for developing AWS CDK (Cloud Development Kit) applications in Python. This skill enables users to configure environment…
skills.sh
gtm-positioning-strategy
Find and own a defensible market position. Use when messaging sounds like competitors, conversion is weak despite awareness, repositioning a product, or…
skills.sh
gtm-product-led-growth
Build self-serve acquisition and expansion motions. Use when deciding PLG vs sales-led, optimizing activation, driving freemium conversion, building growth…
skills.sh
reviewing-oracle-to-postgres-migration
Identifies Oracle-to-PostgreSQL migration risks by cross-referencing code against known behavioral differences (empty strings, refcursors, type coercion,…
skills.sh
migrating-oracle-to-postgres-stored-procedures
migrating-oracle-to-postgres-stored-procedures — an installable skill for AI agents, published by github/awesome-copilot.
skills.sh
creating-oracle-to-postgres-migration-integration-tests
Creates integration test cases for .NET data access artifacts during Oracle-to-PostgreSQL database migrations. Generates DB-agnostic xUnit tests with…
skills.sh
creating-oracle-to-postgres-migration-bug-report
Creates structured bug reports for defects found during Oracle-to-PostgreSQL migration. Use when documenting behavioral differences between Oracle and…
skills.sh
creating-oracle-to-postgres-master-migration-plan
Discovers all projects in a .NET solution, classifies each for Oracle-to-PostgreSQL migration eligibility, and produces a persistent master migration plan. Use…
skills.sh
draw-io-diagram-generator
Use when creating, editing, or generating draw.io diagram files (.drawio, .drawio.svg, .drawio.png). Covers mxGraph XML authoring, shape libraries, style…
skills.sh
oo-component-documentation
Create or update standardized object-oriented component documentation using a shared template plus mode-specific guidance for new and existing docs.
skills.sh
planning-oracle-to-postgres-migration-integration-testing
Creates an integration testing plan for .NET data access artifacts during Oracle-to-PostgreSQL database migrations. Analyzes a single project to identify…
skills.sh
publish-to-pages
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…
skills.sh
microsoft-agent-framework
Create, update, refactor, explain, or review Microsoft Agent Framework solutions using shared guidance plus language-specific references for .NET and Python.
skills.sh
flowstudio-power-automate-build
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skills.sh
issue-fields-migration
Bulk-migrate metadata to GitHub issue fields from two sources: repo labels (e.g. priority labels to a Priority field) and Project V2 fields. Use when users say…
skills.sh
napkin
Visual whiteboard collaboration for Copilot CLI. Creates an interactive whiteboard that opens in your browser — draw, sketch, add sticky notes, then share…
skills.sh
cli-mastery
Interactive training for the GitHub Copilot CLI. Guided lessons, quizzes, scenario challenges, and a full reference covering slash commands, shortcuts, modes,…
skills.sh
automate-this
Analyze a screen recording of a manual process and produce targeted, working automation scripts. Extracts frames and audio narration from video files,…
skills.sh
gh-stack
gh-stack — an installable skill for AI agents, published by github/gh-stack.
skills.sh
premium-frontend-ui
A comprehensive guide for GitHub Copilot to craft immersive, high-performance web experiences with advanced motion, typography, and architectural craftsmanship.
skills.sh
autoresearch
Autonomous iterative experimentation loop for any programming task. Guides the user through defining goals, measurable metrics, and scope constraints, then…
skills.sh
security-review
AI-powered codebase security scanner that reasons about code like a security researcher — tracing data flows, understanding component interactions, and…
skills.sh
dependabot
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skills.sh
flowstudio-power-automate-mcp
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skills.sh
azure-pricing
Fetches real-time Azure retail pricing using the Azure Retail Prices API (prices.azure.com) and estimates Copilot Studio agent credit consumption. Use when the…
skills.sh
winui3-migration-guide
winui3-migration-guide — an installable skill for AI agents, published by github/awesome-copilot.
skills.sh
winmd-api-search
winmd-api-search — an installable skill for AI agents, published by github/awesome-copilot.
skills.sh
web-coder
Expert 10x engineer with comprehensive knowledge of web development, internet protocols, and web standards. Use when working with HTML, CSS, JavaScript, web…
skills.sh
noob-mode
Plain-English translation layer for non-technical Copilot CLI users. Translates every approval prompt, error message, and technical output into clear,…
skills.sh
suggest-awesome-github-copilot-prompts
suggest-awesome-github-copilot-prompts — an installable skill for AI agents, published by github/awesome-copilot.
skills.sh
mentoring-juniors
Socratic mentoring for junior developers and AI newcomers. Guides through questions, never answers. Triggers: "help me understand", "explain this code", "I''m…
skills.sh
import-infrastructure-as-code
import-infrastructure-as-code — an installable skill for AI agents, published by github/awesome-copilot.
skills.sh
datanalysis-credit-risk
Credit risk data cleaning and variable screening pipeline for pre-loan modeling. Use when working with raw credit data that needs quality assessment, missing…
skills.sh
create-oo-component-documentation
Create comprehensive, standardized documentation for object-oriented components following industry best practices and architectural documentation standards.
skills.sh
update-avm-modules-in-bicep
Update Azure Verified Modules (AVM) to latest versions in Bicep files.
skills.sh
tldr-prompt
Create tldr summaries for GitHub Copilot files (prompts, agents, instructions, collections), MCP servers, or documentation from URLs and queries.
skills.sh
winapp-cli
Windows App Development CLI (winapp) for building, packaging, signing, debugging, and UI-automating Windows applications. Use when asked to initialize Windows…
skills.sh
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…
skills.sh
swift-mcp-server-generator
Generate a complete Model Context Protocol server project in Swift using the official MCP Swift SDK package.
skills.sh
what-context-needed
Ask Copilot what files it needs to see before answering a question
skills.sh
update-markdown-file-index
update-markdown-file-index — an installable skill for AI agents, published by github/awesome-copilot.
skills.sh
snowflake-semanticview
Create, alter, and validate Snowflake semantic views using Snowflake CLI (snow). Use when asked to build or troubleshoot semantic views/semantic layer…
skills.sh
vscode-ext-commands
Guidelines for contributing commands in VS Code extensions. Indicates naming convention, visibility, localization and other relevant attributes, following VS…
skills.sh
copilot-usage-metrics
Retrieve and display GitHub Copilot usage metrics for organizations and enterprises using the GitHub CLI and REST API.
skills.sh
entra-agent-user
Create Agent Users in Microsoft Entra ID from Agent Identities, enabling AI agents to act as digital workers with user identity capabilities in Microsoft 365…
skills.sh
create-spring-boot-kotlin-project
Create Spring Boot Kotlin Project Skeleton
skills.sh
update-specification
update-specification — an installable skill for AI agents, published by github/awesome-copilot.
skills.sh
rust-mcp-server-generator
Generate a complete Rust Model Context Protocol server project with tools, prompts, resources, and tests using the official rmcp SDK
skills.sh
csharp-mstest
Get best practices for MSTest 3.x/4.x unit testing, including modern assertion APIs and data-driven tests
skills.sh
kotlin-mcp-server-generator
Generate a complete Kotlin MCP server project with proper structure, dependencies, and implementation using the official io.modelcontextprotocol:kotlin-sdk…
skills.sh
mcp-copilot-studio-server-generator
Generate a complete MCP server implementation optimized for Copilot Studio integration with proper schema constraints and streamable HTTP support
skills.sh
power-apps-code-app-scaffold
Scaffold a complete Power Apps Code App project with PAC CLI setup, SDK integration, and connector configuration
skills.sh
create-tldr-page
Create a tldr page from documentation URLs and command examples, requiring both URL and command name.
skills.sh
java-mcp-server-generator
Generate a complete Model Context Protocol server project in Java using the official MCP Java SDK with reactive streams and optional Spring Boot integration.
skills.sh
fedora-linux-triage
Triage and resolve Fedora issues with dnf, systemd, and SELinux-aware guidance.
skills.sh
mkdocs-translations
Generate a language translation for a mkdocs documentation stack.
skills.sh
mcp-create-declarative-agent
Skill converted from mcp-create-declarative-agent.prompt.md
skills.sh
mcp-create-adaptive-cards
Skill converted from mcp-create-adaptive-cards.prompt.md
skills.sh
csharp-nunit
Get best practices for NUnit unit testing, including data-driven tests
skills.sh
gen-specs-as-issues
This workflow guides you through a systematic approach to identify missing features, prioritize them, and create detailed specifications for implementation.
skills.sh
create-github-issue-feature-from-specification
Create GitHub Issue for feature request from specification file using feature_request.yml template.
skills.sh
first-ask
Interactive, input-tool powered, task refinement workflow: interrogates scope, deliverables, constraints before carrying out the task; Requires the Joyride…
skills.sh
power-bi-model-design-review
Comprehensive Power BI data model design review prompt for evaluating model architecture, relationships, and optimization opportunities.
skills.sh
comment-code-generate-a-tutorial
Transform this Python script into a polished, beginner-friendly project by refactoring the code, adding clear instructional comments, and generating a complete…
skills.sh
php-mcp-server-generator
Generate a complete PHP Model Context Protocol server project with tools, resources, prompts, and tests using the official PHP SDK
skills.sh
mcp-deploy-manage-agents
Skill converted from mcp-deploy-manage-agents.prompt.md
skills.sh
debian-linux-triage
Triage and resolve Debian Linux issues with apt, systemd, and AppArmor-aware guidance.
skills.sh
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…
skills.sh
legacy-circuit-mockups
Generate breadboard circuit mockups and visual diagrams using HTML5 Canvas drawing techniques. Use when asked to create circuit layouts, visualize electronic…
skills.sh
write-coding-standards-from-file
Write a coding standards document for a project using the coding styles from the file(s) and/or folder(s) passed as arguments in the prompt.
skills.sh
fluentui-blazor
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skills.sh
create-llms
Create an llms.txt file from scratch based on repository structure following the llms.txt specification at https://llmstxt.org/
skills.sh
microsoft-skill-creator
Create agent skills for Microsoft technologies using Learn MCP tools. Use when users want to create a skill that teaches agents about any Microsoft technology,…
skills.sh
breakdown-epic-pm
Prompt for creating an Epic Product Requirements Document (PRD) for a new epic. This PRD will be used as input for generating a technical architecture…
skills.sh
folder-structure-blueprint-generator
Comprehensive technology-agnostic prompt for analyzing and documenting project folder structures. Auto-detects project types (.NET, Java, React, Angular,…
skills.sh
project-workflow-analysis-blueprint-generator
Comprehensive technology-agnostic prompt generator for documenting end-to-end application workflows. Automatically detects project architecture patterns,…
skills.sh
openapi-to-application-code
Generate a complete, production-ready application from an OpenAPI specification
skills.sh
csharp-docs
Ensure that C# types are documented with XML comments and follow best practices for documentation.
skills.sh
context-map
Generate a map of all files relevant to a task before making changes
skills.sh
copilot-sdk
Build agentic applications with GitHub Copilot SDK. Use when embedding AI agents in apps, creating custom tools, implementing streaming responses, managing…
skills.sh
finnish-humanizer
finnish-humanizer — an installable skill for AI agents, published by github/awesome-copilot.
skills.sh
breakdown-test
Test Planning and Quality Assurance prompt that generates comprehensive test strategies, task breakdowns, and quality validation plans for GitHub projects.
skills.sh
java-refactoring-extract-method
Refactoring using Extract Methods in Java Language
skills.sh
dataverse-python-advanced-patterns
Generate production code for Dataverse SDK using advanced patterns, error handling, and optimization techniques.
skills.sh
power-bi-report-design-consultation
Power BI report visualization design prompt for creating effective, user-friendly, and accessible reports with optimal chart selection and layout design.
skills.sh
create-spring-boot-java-project
Create Spring Boot Java Project Skeleton
skills.sh
breakdown-plan
Issue Planning and Automation prompt that generates comprehensive project plans with Epic > Feature > Story/Enabler > Test hierarchy, dependencies, priorities,…
skills.sh
refactor-method-complexity-reduce
Refactor given method `${input:methodName}` to reduce its cognitive complexity to `${input:complexityThreshold}` or below, by extracting helper methods.
skills.sh
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…
skills.sh
readme-blueprint-generator
Intelligent README.md generation prompt that analyzes project documentation structure and creates comprehensive repository documentation. Scans .github/copilot…
skills.sh
git-flow-branch-creator
Intelligent Git Flow branch creator that analyzes git status/diff and creates appropriate branches following the nvie Git Flow branching model.
skills.sh
create-github-pull-request-from-specification
Create GitHub Pull Request for feature request from specification file using pull_request_template.md template.
skills.sh
scoutqa-test
This skill should be used when the user asks to "test this website", "run exploratory testing", "check for accessibility issues", "verify the login flow…
skills.sh
csharp-async
Get best practices for C# async programming
skills.sh
azure-deployment-preflight
Performs comprehensive preflight validation of Bicep deployments to Azure, including template syntax validation, what-if analysis, and permission checks. Use…
skills.sh
create-architectural-decision-record
Create an Architectural Decision Record (ADR) document for AI-optimized decision documentation.
skills.sh
azure-role-selector
When user is asking for guidance for which role to assign to an identity given desired permissions, this agent helps them understand the role that will meet…
skills.sh
plantuml-ascii
Generate ASCII art diagrams using PlantUML text mode. Use when user asks to create ASCII diagrams, text-based diagrams, terminal-friendly diagrams, or mentions…
skills.sh
meeting-minutes
Generate concise, actionable meeting minutes for internal meetings. Includes metadata, attendees, agenda, decisions, action items (owner + due date), and…
skills.sh
dataverse-python-production-code
Generate production-ready Python code using Dataverse SDK with error handling, optimization, and best practices
skills.sh
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…
skills.sh
create-github-action-workflow-specification
create-github-action-workflow-specification — an installable skill for AI agents, published by github/awesome-copilot.
skills.sh
prompt-builder
prompt-builder — an installable skill for AI agents, published by github/awesome-copilot.
skills.sh
agentic-eval
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skills.sh
apple-appstore-reviewer
Serves as a reviewer of the codebase with instructions on looking for Apple App Store optimizations or rejection reasons.
skills.sh
editorconfig
Generates a comprehensive and best-practice-oriented .editorconfig file based on project analysis and user preferences.
skills.sh
my-pull-requests
List my pull requests in the current repository
skills.sh
java-docs
Ensure that Java types are documented with Javadoc comments and follow best practices for documentation.
skills.sh
java-junit
Get best practices for JUnit 5 unit testing, including data-driven tests
skills.sh
playwright-automation-fill-in-form
Automate filling in a form using Playwright MCP
skills.sh
refactor-plan
refactor-plan — an installable skill for AI agents, published by github/awesome-copilot.
skills.sh
azure-devops-cli
Manage Azure DevOps resources via CLI including projects, repos, pipelines, builds, pull requests, work items, artifacts, and service endpoints. Use when…
skills.sh
web-design-reviewer
This skill enables visual inspection of websites running locally or remotely to identify and fix design issues. Triggers on requests like "review website…
skills.sh
nuget-manager
Manage NuGet packages in .NET projects/solutions. Use this skill when adding, removing, or updating NuGet package versions. It enforces using `dotnet` CLI for…
skills.sh
javascript-typescript-jest
Best practices for writing JavaScript/TypeScript tests using Jest, including mocking strategies, test structure, and common patterns.
skills.sh
playwright-explore-website
Website exploration for testing using Playwright MCP
skills.sh
sql-optimization
Universal SQL performance optimization assistant for comprehensive query tuning, indexing strategies, and database performance analysis across all SQL…
skills.sh
microsoft-docs
Query official Microsoft documentation to find concepts, tutorials, and code examples across Azure, .NET, Agent Framework, Aspire, VS Code, GitHub, and more.…
skills.sh
conventional-commit
Prompt and workflow for generating conventional commit messages using a structured XML format. Guides users to create standardized, descriptive commit messages…
skills.sh
github-issues
Create, update, and manage GitHub issues using MCP tools. Use this skill when users want to create bug reports, feature requests, or task issues, update…
skills.sh
dotnet-best-practices
Ensure .NET/C# code meets best practices for the solution/project.
skills.sh
postgresql-optimization
PostgreSQL-specific development assistant focusing on unique PostgreSQL features, advanced data types, and PostgreSQL-exclusive capabilities. Covers JSONB…
skills.sh
memory-merger
Merges mature lessons from a domain memory file into its instruction file. Syntax: `/memory-merger >domain [scope]` where scope is `global` (default), `user`,…
skills.sh
chrome-devtools
Expert-level browser automation, debugging, and performance analysis using Chrome DevTools MCP. Use for interacting with web pages, capturing screenshots,…
skills.sh
playwright-generate-test
Generate a Playwright test based on a scenario using Playwright MCP
skills.sh
java-springboot
Get best practices for developing applications with Spring Boot.
skills.sh
refactor
Surgical code refactoring to improve maintainability without changing behavior. Covers extracting functions, renaming variables, breaking down god functions,…
skills.sh
prd
Generate high-quality Product Requirements Documents (PRDs) for software systems and AI-powered features. Includes executive summaries, user stories, technical…
skills.sh
documentation-writer
Diátaxis Documentation Expert. An expert technical writer specializing in creating high-quality software documentation, guided by the principles and structure…
skills.sh
gh-cli
GitHub CLI (gh) comprehensive reference for repositories, issues, pull requests, Actions, projects, releases, gists, codespaces, organizations, extensions, and…
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gdpr-compliant
Apply GDPR-compliant engineering practices across your codebase. Use this skill whenever you are designing APIs, writing data models, building authentication…
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mcp-security-audit
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python-pypi-package-builder
End-to-end skill for building, testing, linting, versioning, and publishing a production-grade Python library to PyPI. Covers all four build backends…
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ruff-recursive-fix
Run Ruff checks with optional scope and rule overrides, apply safe and unsafe autofixes iteratively, review each change, and resolve remaining findings with…
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arize-instrumentation
Adds Arize AX tracing to an LLM application for the first time. Follows a two-phase agent-assisted flow to analyze the codebase then implement instrumentation…
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arize-prompt-optimization
Optimizes, improves, and debugs LLM prompts using production trace data, evaluations, and annotations. Extracts prompts from spans, gathers performance signal,…
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react19-concurrent-patterns
Preserve React 18 concurrent patterns and adopt React 19 APIs (useTransition, useDeferredValue, Suspense, use(), useOptimistic, Actions) during migration.
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daily-prep
Prepare for tomorrow''s meetings and tasks. Pulls calendar from Outlook via WorkIQ, cross-references open tasks and workspace context, classifies meetings,…
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phoenix-cli
Debug LLM applications using the Phoenix CLI. Fetch traces, analyze errors, structure trace review with open coding and axial coding, inspect datasets, review…
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flowstudio-power-automate-monitoring
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geofeed-tuner
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azure-architecture-autopilot
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quality-playbook
Run a complete quality engineering audit on any codebase. Derives behavioral requirements from the code, generates spec-traced functional tests, runs a…
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code-tour
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salesforce-component-standards
Quality standards for Salesforce Lightning Web Components (LWC), Aura components, and Visualforce pages. Covers SLDS 2 compliance, accessibility (WCAG 2.1 AA),…
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react18-lifecycle-patterns
Provides exact before/after migration patterns for the three unsafe class component lifecycle methods - componentWillMount, componentWillReceiveProps, and…
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lsp-setup
Enable code intelligence (go-to-definition, find-references, hover, type info) for any programming language by installing and configuring an LSP server for…
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acquire-codebase-knowledge
Use this skill when the user explicitly asks to map, document, or onboard into an existing codebase. Trigger for prompts like "map this codebase", "document…
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arize-annotation
Creates and manages annotation configs (categorical, continuous, freeform label schemas) and annotation queues (human review workflows) on Arize. Applies human…
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arize-dataset
Creates, manages, and queries Arize datasets and examples. Covers dataset CRUD, appending examples, exporting data, and file-based dataset creation using the…
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threat-model-analyst
Full STRIDE-A threat model analysis and incremental update skill for repositories and systems. Supports two modes: (1) Single analysis — full STRIDE-A threat…
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roundup
Generate personalized status briefings on demand. Pulls from your configured data sources (GitHub, email, Teams, Slack, and more), synthesizes across them, and…