Skills real projects publish on GitHub, most starred first. Each one says what it will make an agent do before you copy it.
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GitHubSkillgithub/awesome-copilot/skills/arize-link/SKILL.md
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 team members. Use when the user wants to link to or open a trace, span, session, dataset, evaluator, or annotation config in the Arize UI.
2 projects use a version of this
GitHubReads credentialsSkillgithub/awesome-copilot/skills/arize-prompt-optimization/SKILL.md
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 optimization loop using the ax CLI. Use when the user mentions optimize prompt, improve prompt, make AI respond better, improve output quality, prompt engineering, prompt tuning, or system prompt improvement.
2 projects use a version of this
GitHubReads credentialsSkillgithub/awesome-copilot/skills/arize-trace/SKILL.md
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, and root-cause investigation using the ax CLI. Use when the user wants to look at existing trace data, see what their LLM app is doing, export traces, download spans, investigate errors, or analyze behavior regressions.
2 projects use a version of this
GitHubPipes a download into a shellSkillgithub/awesome-copilot/skills/aspire/SKILL.md
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.
17 projects use a version of this
GitHubSkillgithub/awesome-copilot/skills/aspnet-minimal-api-openapi/SKILL.md
Create ASP.NET Minimal API endpoints with proper OpenAPI documentation
No other project uses it yet
GitHubSkillgithub/awesome-copilot/skills/audit-integrity/SKILL.md
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 to verify code locations and taint traces for all findings. Use this skill to prevent the suppression of valid security findings. Use this skill to evaluate reports against quality thresholds (score ≥ 8/10) before delivery.
No other project uses it yet
GitHubDeletes or force-pushesSkillgithub/awesome-copilot/skills/automate-this/SKILL.md
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 workflow, and proposes automation at multiple complexity levels using tools already installed on the user machine.
2 projects use a version of this
GitHubDeletes or force-pushesSkillgithub/awesome-copilot/skills/autoresearch/SKILL.md
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 changes, testing, measuring, and keeping/discarding results. Inspired by Karpathy''s autoresearch. USE FOR: autonomous improvement, iterative optimization, experiment loop, auto research, performance tuning, automated experimentation, hill climbing, try things automatically, optimize code, run experiments, autonomous coding loop. DO NOT USE FOR: one-shot tasks, simple bug fixes, code review, or tasks without a measurable metric.
Steady1 mention in 2 weeks
100 projects use a version of this
GitHubSkillgithub/awesome-copilot/skills/aws-cdk-python-setup/SKILL.md
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 projects, manage dependencies, and deploy to AWS.
No other project uses it yet
GitHubSkillgithub/awesome-copilot/skills/aws-cloudwatch-investigation/SKILL.md
Reusable investigation patterns for AWS CloudWatch: Logs Insights query templates, alarm-to-deployment correlation, blast-radius narrowing decision tree, and PromQL-style metric query patterns for structured incident triage.
No other project uses it yet
GitHubSkillgithub/awesome-copilot/skills/aws-cost-optimize/SKILL.md
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.
No other project uses it yet
GitHubSkillgithub/awesome-copilot/skills/aws-resource-health-diagnose/SKILL.md
Analyze AWS resource health, diagnose issues from CloudWatch logs and metrics, and create a remediation plan for identified problems.
No other project uses it yet
GitHubSkillgithub/awesome-copilot/skills/aws-resource-query/SKILL.md
Query AWS resources using natural language. Covers EC2, S3, RDS, Lambda, ECS, EKS, Secrets Manager, IAM, VPC, networking, messaging, and more. Strictly read-only — no writes, deletes, or mutations.
No other project uses it yet
GitHubSkillgithub/awesome-copilot/skills/aws-well-architected-review/SKILL.md
Perform an AWS Well-Architected Framework review of the current workload IaC and architecture, generating findings and GitHub issues for improvements.
5 projects use a version of this
GitHubSkillgithub/awesome-copilot/skills/az-cost-optimize/SKILL.md
Analyze Azure resources used in the app (IaC files and/or resources in a target rg) and optimize costs - creating GitHub issues for identified optimizations.
No other project uses it yet
GitHubSkillgithub/awesome-copilot/skills/azure-architecture-autopilot/SKILL.md
Design Azure infrastructure using natural language, or analyze existing Azure resources to auto-generate architecture diagrams, refine them through conversation, and deploy with Bicep.
1 project uses a version of this
GitHubSkillgithub/awesome-copilot/skills/azure-container-registry-cli/SKILL.md
Manage Azure Container Registry via the az acr CLI including registries, images, cloud builds, ACR Tasks, authentication, tokens, geo-replication, and networking. Use when working with ACR, az acr commands, pushing/importing/purging container images in Azure, or when the user mentions Azure Container Registry.
No other project uses it yet
GitHubSkillgithub/awesome-copilot/skills/azure-deployment-preflight/SKILL.md
Performs comprehensive preflight validation of Bicep deployments to Azure, including template syntax validation, what-if analysis, and permission checks. Use this skill before any deployment to Azure to preview changes, identify potential issues, and ensure the deployment will succeed. Activate when users mention deploying to Azure, validating Bicep files, checking deployment permissions, previewing infrastructure changes, running what-if, or preparing for azd provision.
1 project uses a version of this
GitHubReads credentialsSkillgithub/awesome-copilot/skills/azure-developer-cli/SKILL.md
Design, create, review, migrate, or troubleshoot Azure Developer CLI (azd) projects using current Microsoft guidance. Use for azd, azure.yaml, AZD templates, Bicep or Terraform under infra, AZD environments and secrets, hooks, deployment workflows, and azd-managed CI/CD.
No other project uses it yet
GitHubSkillgithub/awesome-copilot/skills/azure-devops-cli/SKILL.md
Manage Azure DevOps resources via CLI including projects, repos, pipelines, builds, pull requests, work items, artifacts, and service endpoints. Use when working with Azure DevOps, az commands, devops automation, CI/CD, or when user mentions Azure DevOps CLI.
1 project uses a version of this
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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