Teach Copilot how to plan, address, and respond to pull request review feedback.
Use when approved Spec Kit `tasks.md` must be executed into implementation changes, or when task execution is blocked by sequencing/checklist gates before feature completion.
Queries GitHub GraphQL API for new and unanswered Discussions, ranks them by reaction count and recency, and drafts a weekly digest via SendGrid.
Use GitHub Copilot CLI to plan, edit, debug, explain, and automate repository work from a terminal with GitHub context and approval controls.
Rigorous challenge profile for Anitta: assumption checks, evidence calibration, and defensible reasoning patterns for Ember collaboration.
Compare two tags, branches, or SHAs and turn merged pull requests into reviewable markdown and JSON release notes for a release workflow.
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.
Run accessibility scans against target URLs, open trackable issues, and optionally hand remediation suggestions to Copilot instead of treating accessibility review as a manual…
Scan manifests, compute safe version bumps, and prepare dependency update PR material when you need self-hosted or custom Dependabot flows outside the default GitHub service.
Run GitHub Agentic Workflow jobs behind a domain allowlist and optional API-key sidecar instead of giving repository agents broad outbound access.
Wire CommunityToolkit.Mvvm ViewModels into Microsoft.Extensions.DependencyInjection. Covers the .NET Generic Host composition root, constructor injection, service lifetimes…
Analyzes GitHub Actions YAML workflows to identify redundant steps, optimize caching strategies, and reduce CI minutes.
Use when `spec.md`, `plan.md`, and `tasks.md` exist and you need a read-only Spec Kit audit for consistency, requirement-to-task coverage, ambiguity, duplication, or constitution…
Integrate Microsoft Graph SDK into any project — .NET, TypeScript/JavaScript, or Python. Covers auth patterns (client credentials, OBO, managed identity), SDK setup, calling Graph…
Generates and manages GitHub Actions workflows using the Workflow YAML syntax and GitHub REST API. Supports matrix builds, reusable workflows, and composite actions.
Create, set up, or update the personal context portfolio: structured markdown files describing who you are, how you work, your teams, and your tool/ADO configuration.
Generates GitHub Actions workflow YAML files using the GitHub REST API v3 and Actions API. Supports matrix builds, reusable workflows, and composite actions with caching via…
Analyzes GitHub Actions workflow matrix strategies using the GitHub REST API v3 workflow runs endpoint.
Automates GitHub Actions workflow creation, runner management, and artifact caching using the GitHub REST API and YAML generation.
Use when working with Slang shaders, shader modules, HLSL-compatible GPU code, graphics pipelines, compute shaders, tessellation, ray tracing, parameter blocks, generics,…
Code organization patterns, file structure guidelines, WASM build variants, and string processing conventions for gh-aw Go code.
Author, validate, and debug canvas extensions that the agent can open in the GitHub Copilot app's side panel.
Perform an AWS Well-Architected Framework review of the current workload IaC and architecture, generating findings and GitHub issues for improvements.
Audit GitHub Actions workflow efficiency and recommend fixes to reduce CI minutes and costs.
Query AWS resources using natural language. Covers EC2, S3, RDS, Lambda, ECS, EKS, Secrets Manager, IAM, VPC, networking, messaging, and more.
Build Model Context Protocol (MCP) servers in C#/.NET against the current ModelContextProtocol 1.x NuGet packages.
Analyze AWS resource health, diagnose issues from CloudWatch logs and metrics, and create a remediation plan for identified problems.
Prepare an open pull request for merge from a GitHub Copilot cloud agent. Drives Reviews, local validation, and Mergeable to a ready state. Does not merge, and cannot trigger CI.
Use when an approved Spec Kit `spec.md` must be translated into technical design artifacts (`plan.md`, `research.md`, `data-model.md`, `contracts/`, `quickstart.md`) before…
Suggest relevant GitHub Copilot instruction files from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with existing…
Uses git-sizer to identify the specific size and history characteristics that make a repository painful to clone, fetch, repack, or work in.
Bootstrap and run a multi-agent AI development team. Use when: starting a new software project with AI agents, setting up parallel dev/QA teams, creating sprint plans, writing…
Use when an existing Spec Kit `spec.md` has high-impact ambiguity (for example `[NEEDS CLARIFICATION]`, unresolved scope decisions, or unquantified requirements) that must be…
Composes GitHub Actions workflow YAML files from modular job templates, resolving action version pins and secret references.
Use when: SSMA console operations — create project, generate assessment report, convert schema, migrate data, Oracle to SQL Server migration, schema conversion, data migration
Create Git branches following the Conventional Branch specification (feature/, bugfix/, hotfix/, release/, chore/).
GitHub API operations - repositories, issues, pull requests, actions, code security, discussions, gists, and more.
Incremental development workflow that makes the smallest meaningful change per step and pauses for feedback, so the direction gets validated early before continuing.
INVOKE THIS SKILL when optimizing, improving, or debugging LLM prompts using production trace data, evaluations, and annotations.
Audit and improve GitHub Codespaces efficiency. Use this skill when a user wants faster Codespaces startup, lower Codespaces spend, slim devcontainers, right-size machines, tune…
Guide for configuring and managing GitHub secret scanning, push protection, custom patterns, and secret alert remediation.
Build production RAG pipelines and persistent agent memory using Pinecone as the vector database backend.
Security hardening reviewer for GitHub Actions workflow files (.github/workflows/*.yml). Reasons about the Actions threat model that pattern matchers and general code linters miss…
Define and validate GitHub custom agent files, prompts, and examples.
Analyze gh-aw OpenTelemetry traces from JSONL mirrors or OTLP backends.
Instructions for using the struct tag-based console rendering system in Go
Use gh agent-session commands to inspect and manage agent sessions.
Instructions for adding new message types to the safe-output messages system
Plan for adding temporary ID support to safe output jobs
Add and validate custom Go analysis linters in gh-aw.
Reference for GitHub MCP server tools, methods, and usage patterns.
HTTP MCP Header Secret Support - Implementation Summary
Use gh agent-task commands to create, run, and monitor agent tasks.
Query GitHub pull requests efficiently with jq argument support for filtering
Query GitHub issues efficiently with jq argument support for filtering
Error Pattern Safety Guidelines for Agentic Engines
Generate a new pkg/linters analyzer from a merged or open PR pattern.
Infer JSON structure and types with jq-based schema discovery.
Create ASP.NET Minimal API endpoints with proper OpenAPI documentation
Query GitHub discussions efficiently with jq argument support for filtering