Skills real projects publish on GitHub, most starred first. Each one says what it will make an agent do before you copy it.
GitHubSkillgithub/awesome-copilot/skills/daily-prep/SKILL.md
Prepare for tomorrow''s meetings and tasks. Pulls calendar from Outlook via WorkIQ, cross-references open tasks and workspace context, classifies meetings, detects conflicts and day-fit issues, finds learning and deep-work slots, and generates a structured HTML prep file with productivity recommendations.
GitHubSkillgithub/awesome-copilot/skills/datanalysis-credit-risk/SKILL.md
Credit risk data cleaning and variable screening pipeline for pre-loan modeling. Use when working with raw credit data that needs quality assessment, missing value analysis, or variable selection before modeling. it covers data loading and formatting, abnormal period filtering, missing rate calculation, high-missing variable removal,low-IV variable filtering, high-PSI variable removal, Null Importance denoising, high-correlation variable removal, and cleaning report generation. Applicable scenarios arecredit risk data cleaning, variable screening, pre-loan modeling preprocessing.
GitHubSkillgithub/awesome-copilot/skills/dataverse-python-advanced-patterns/SKILL.md
Generate production code for Dataverse SDK using advanced patterns, error handling, and optimization techniques.
GitHubSkillgithub/awesome-copilot/skills/dataverse-python-production-code/SKILL.md
Generate production-ready Python code using Dataverse SDK with error handling, optimization, and best practices
GitHubSkillgithub/awesome-copilot/skills/dataverse-python-quickstart/SKILL.md
Generate Python SDK setup + CRUD + bulk + paging snippets using official patterns.
GitHubSkillgithub/awesome-copilot/skills/dataverse-python-usecase-builder/SKILL.md
Generate complete solutions for specific Dataverse SDK use cases with architecture recommendations
GitHubSkillgithub/awesome-copilot/skills/debian-linux-triage/SKILL.md
Triage and resolve Debian Linux issues with apt, systemd, and AppArmor-aware guidance.
GitHubSkillgithub/awesome-copilot/skills/declarative-agents/SKILL.md
Complete development kit for Microsoft 365 Copilot declarative agents with three comprehensive workflows (basic, advanced, validation), TypeSpec support, and Microsoft 365 Agents Toolkit integration
GitHubSkillgithub/awesome-copilot/skills/dependabot/SKILL.md
Comprehensive guide for configuring and managing GitHub Dependabot. Use this skill when users ask about creating or optimizing dependabot.yml files, managing Dependabot pull requests, configuring dependency update strategies, setting up grouped updates, monorepo patterns, multi-ecosystem groups, security update configuration, auto-triage rules, or any GitHub Advanced Security (GHAS) supply chain security topic related to Dependabot. For pre-commit dependency vulnerability scanning in AI coding agents via the GitHub MCP Server, this skill references the Advanced Security plugin (`advanced-security@copilot-plugins`). Use this skill when an agent needs to scan dependencies for known vulnerabilities before committing.
GitHubSkillgithub/awesome-copilot/skills/desk-journal/SKILL.md
Write, append, or read desk journal entries. The journal is persistent memory — what survives session boundaries. A good entry has: what was done, current state, next step.
GitHubSkillgithub/awesome-copilot/skills/desk-open/SKILL.md
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.
GitHubSkillgithub/awesome-copilot/skills/devops-rollout-plan/SKILL.md
Generate comprehensive rollout plans with preflight checks, step-by-step deployment, verification signals, rollback procedures, and communication plans for infrastructure and application changes
GitHubSkillgithub/awesome-copilot/skills/diagnose/SKILL.md
Perform 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.
GitHubSkillgithub/awesome-copilot/skills/doc-and-modernize/SKILL.md
Two related workflows for a locally-cloned codebase, in one skill. Documentation mode produces a single, comprehensive, verifiable architecture document primarily by reading files on disk (local-first) — use it whenever the user wants to understand, map, document, research, or onboard onto a codebase ("research this repo", "write up the architecture", "do an architecture deep dive", "document how this codebase works", "map the system design", "create an onboarding doc"). Modernization mode generates a phased plan to modernize, migrate, upgrade, or rewrite a legacy system ("modernize this", "plan the migration", "how would we rewrite this", "how do we get off this legacy stack"); if no architecture document exists yet it first runs Documentation mode, then continues straight through to the plan. It assumes the legacy stack may be dead, runs a time-boxed feasibility spike, and picks the highest achievable rung on a safety ladder instead of demanding a fully-green legacy CI gate up front.
GitHubSkillgithub/awesome-copilot/skills/documentation-writer/SKILL.md
Diátaxis Documentation Expert. An expert technical writer specializing in creating high-quality software documentation, guided by the principles and structure of the Diátaxis technical documentation authoring framework.
GitHubSkillgithub/awesome-copilot/skills/dotnet-best-practices/SKILL.md
Ensure .NET/C# code meets best practices for the solution/project.
GitHubSkillgithub/awesome-copilot/skills/dotnet-design-pattern-review/SKILL.md
Review the C#/.NET code for design pattern implementation and suggest improvements.
GitHubSkillgithub/awesome-copilot/skills/dotnet-mcp-builder/SKILL.md
Build Model Context Protocol (MCP) servers in C#/.NET against the current ModelContextProtocol 2.x NuGet packages. Helps with cases the model gets wrong without guidance — stale versions (0.x preview or 1.x-era defaults), the v2 stateless-by-default HTTP flip, the 2026-07-28 spec deprecations (roots/sampling/logging), MCP Apps and Tasks extension packages, elicitation URL mode, per-session HTTP wiring, OAuth and reverse-proxy deploy specifics, and debugging MapMcp / STDIO / Streamable-HTTP errors. Also covers STDIO and Streamable HTTP transports (SSE is deprecated), tools, prompts, resources, completions, and a basic .NET MCP client. Trigger when the user says or implies any .NET MCP server work: ModelContextProtocol, McpServerTool, MapMcp, WithStdioServerTransport, "MCP server in C#", "MCP tool in dotnet", "expose this as MCP", or names a primitive (prompt/resource/elicitation/MCP App) in a .NET context. Skip for MCP work in other languages.
GitHubSkillgithub/awesome-copilot/skills/dotnet-timezone/SKILL.md
.NET timezone handling guidance for C# applications. Use when working with TimeZoneInfo, DateTimeOffset, NodaTime, UTC conversion, daylight saving time, scheduling across timezones, cross-platform Windows/IANA timezone IDs, or when a .NET user needs the timezone for a city, address, region, or country and copy-paste-ready C# code.
GitHubSkillgithub/awesome-copilot/skills/dotnet-upgrade/SKILL.md
Ready-to-use prompts for comprehensive .NET framework upgrade analysis and execution
A folder with a SKILL.md file: a name, a description of when to use it, and instructions. Claude loads a skill only when the task matches its description.
Copy the folder into your project's .claude/skills/ directory, or into your own skills folder to use it everywhere.
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