GitHub

awesome-copilot

Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.

41k2.4M475 skills

Top skills by GitHub

GitHub

Awesome Copilot

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 this architecture", "onboard me…

GitHub

Awesome Copilot

agent-skill-stack

Find, evaluate, and assemble the smallest compatible set of AI Agent Skills for an end-to-end natural-language goal. Use when a user wants Skills for a multi-step workflow, asks which…

41k2.4MAutomation

GitHub

Awesome Copilot

adobe-illustrator-integrations

Build, debug, package, and document Adobe Illustrator integrations: CEP extension panels, C++ SDK plug-ins (.aip), the coming UXP plugins, MCP servers that drive Illustrator, computer-use…

41k2.4MImages & art

GitHub

Awesome Copilot

adobe-illustrator-scripting

Write, debug, and optimize Adobe Illustrator automation scripts using ExtendScript (JavaScript/JSX). Use when creating or modifying scripts that manipulate documents, layers, paths, text…

41k2.4MImages & art

GitHub

Awesome Copilot

agent-architecture

Design AI agent architectures through requirements discovery, or audit and diagnose architectural flaws in existing agents. Architecture only; excludes implementation and general code…

GitHub

Awesome Copilot

arize-ai-provider-integration

Creates, reads, updates, and deletes Arize AI integrations that store LLM provider credentials used by evaluators and other Arize features. Supports any LLM provider (e.g. OpenAI…

41k2.4MAutomation

GitHub

Awesome Copilot

arize-annotation

Creates and manages annotation configs (categorical, continuous, freeform label schemas) and annotation queues (human review workflows) on Arize. Applies human annotations to project spans…

41k2.4MBackend

GitHub

Awesome Copilot

arize-dataset

Creates, manages, and queries Arize datasets and examples. Covers dataset CRUD, appending examples, exporting data, and file-based dataset creation using the ax CLI. Use when the user needs…

41k2.4MTesting

GitHub

Awesome Copilot

arize-evaluator

Handles LLM-as-judge evaluation workflows on Arize including creating/updating evaluators, running evaluations on spans or experiments, managing tasks, trigger-run operations, column…

GitHub

Awesome Copilot

arize-experiment

Creates, runs, and analyzes Arize experiments for evaluating and comparing model performance. Covers experiment CRUD, exporting runs, comparing results, and evaluation workflows using the…

41k2.4MScience

GitHub

Awesome Copilot

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 after user confirmation. Use…

GitHub

Awesome Copilot

arize-prompt-optimization

Optimizes, improves, and debugs LLM prompts using production trace data, evaluations, and annotations. Extracts prompts from spans, gathers performance signal, and runs a data-driven…

GitHub

Awesome Copilot

arize-trace

Downloads, exports, and inspects existing Arize traces and spans to understand what an LLM app is doing or debug runtime issues. Covers exporting traces by ID, spans by ID, sessions by ID…

GitHub

Awesome Copilot

aspire

Aspire skill covering the Aspire CLI, AppHost orchestration, service discovery, integrations, MCP server, VS Code extension, Dev Containers, GitHub Codespaces, templates, dashboard, and…

GitHub

Awesome Copilot

acreadiness-generate-instructions

Generate tailored AI agent instruction files via AgentRC instructions command. Produces .github/copilot-instructions.md (default, recommended for Copilot in VS Code) plus optional per-area…

41k2.4MWriting

GitHub

Awesome Copilot

ad-campaign-analyzer

Use this skill when the user shares ad campaign performance data and asks what to cut, scale, or test. Trigger for prompts like "analyze my ad campaigns", "where am I wasting ad spend"…

41k2.4MMarketing

GitHub

Awesome Copilot

add-educational-comments

Add educational comments to the file specified, or prompt asking for file to comment if one is not provided.

41k2.4MEducation

GitHub

Awesome Copilot

agent-governance

Patterns and techniques for adding governance, safety, and trust controls to AI agent systems. Use this skill when: - Building AI agents that call external tools (APIs, databases, file…

GitHub

Awesome Copilot

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…

41k2.4MSecurity

GitHub

Awesome Copilot

agent-supply-chain

Verify supply chain integrity for AI agent plugins, tools, and dependencies. Use this skill when: - Generating SHA-256 integrity manifests for agent plugins or tool packages - Verifying…

GitHub

Awesome Copilot

ai-prompt-engineering-safety-review

Comprehensive AI prompt engineering safety review and improvement prompt. Analyzes prompts for safety, bias, security vulnerabilities, and effectiveness while providing detailed improvement…

GitHub

Awesome Copilot

apple-appstore-reviewer

Serves as a reviewer of the codebase with instructions on looking for Apple App Store optimizations or rejection reasons.

41k2.4MCode review

GitHub

Awesome Copilot

architecture-blueprint-generator

Comprehensive project architecture blueprint generator that analyzes codebases to create detailed architectural documentation. Automatically detects technology stacks and architectural…

GitHub

Awesome Copilot

arduino-azure-iot-edge-integration

Design and implement Arduino integration with Azure IoT Hub and IoT Edge, including secure provisioning, resilient telemetry, command handling, and production guardrails.

GitHub

Awesome Copilot

arize-link

Generates deep links to the Arize UI for traces, spans, sessions, datasets, labeling queues, evaluators, and annotation configs. Produces clickable URLs for sharing Arize resources with…

41k2.4MDesign

GitHub

Awesome Copilot

automate-this

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…

41k2.4MAutomation

GitHub

Awesome Copilot

autoresearch

Autonomous iterative experimentation loop for any programming task. Guides the user through defining goals, measurable metrics, and scope constraints, then runs an autonomous loop of code…

41k2.4MScience

GitHub

Awesome Copilot

aws-cloudwatch-investigation

Reusable investigation patterns for AWS CloudWatch: Logs Insights query templates, alarm-to-deployment correlation, blast-radius narrowing decision tree, and PromQL-style metric query…

GitHub

Awesome Copilot

agentic-eval

Patterns and techniques for evaluating and improving AI agent outputs. Use this skill when: - Implementing self-critique and reflection loops - Building evaluator-optimizer pipelines for…

GitHub

Awesome Copilot

ai-team-orchestration

Bootstrap and run a lightweight multi-agent development team. Use when starting or adopting a project, planning work, coordinating implementation and optional QA, brainstorming with…

41k2.4MProductivity

GitHub

Awesome Copilot

api-breaking-change-detector

Cross-references C# Web API controllers/DTOs against their TypeScript/JavaScript consumers (React, Angular, Vue, Svelte, Node.js, or hand-written/auto-generated HTTP clients like Fetch…

41k2.4MFrontend

GitHub

Awesome Copilot

audit-integrity

Enforce output quality, evidence verification, and quality gates across security audits. Use this skill when you perform SAST, SCA, threat modeling, or security code reviews. Use this skill…

41k2.4MSecurity

GitHub

Awesome Copilot

anti-ui-slop

Stop coding agents from shipping generic UI. Use UIZZE's 800,000+ real web and iOS screens to build product-specific interfaces, define a design contract, cover required states, and run a…

41k2.4MDesign

GitHub

Awesome Copilot

appinsights-instrumentation

Instrument a webapp to send useful telemetry data to Azure App Insights

GitHub

Awesome Copilot

acreadiness-policy

Help the user pick, write, or apply an AgentRC policy. Policies customise readiness scoring by disabling irrelevant checks, overriding impact/level, setting pass-rate thresholds, or…

GitHub

Awesome Copilot

acreadiness-assess

Run the AgentRC readiness assessment on the current repository and produce a static HTML dashboard at reports/index.html. Wraps `npx github:microsoft/agentrc readiness` and hands off…

41k2.4MFrontend

GitHub

Awesome Copilot

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 prerequisites, create new CDK…

GitHub

Awesome Copilot

ai-ready

Make any repo AI-ready — analyzes your codebase and generates AGENTS.md, copilot-instructions.md, CI workflows, issue templates, and more. Mines your PR review patterns and creates files…

GitHub

Awesome Copilot

aspnet-minimal-api-openapi

Create ASP.NET Minimal API endpoints with proper OpenAPI documentation

41k2.4MBackend

GitHub

Awesome Copilot

arch-linux-triage

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