Generates and validates GitHub Actions YAML workflows using the actions/toolkit SDK and workflow_dispatch event triggers.
Wire CommunityToolkit.Mvvm ViewModels into Microsoft.Extensions.DependencyInjection. Covers the .NET Generic Host composition root, constructor injection, service lifetimes…
Review code that performs git or gh operations against repository checkouts in gh-aw, checking that the right credentials are available at the right time and that sparseness,…
Analyze AWS resource health, diagnose issues from CloudWatch logs and metrics, and create a remediation plan for identified problems.
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…
Comprehensive AI prompt engineering safety review and improvement prompt. Analyzes prompts for safety, bias, security vulnerabilities, and effectiveness while providing detailed…
Analyzes GitHub Actions workflow YAML files and optimizes matrix strategies using the actions/setup-node and actions/cache APIs.
Verifies GitHub Actions OIDC tokens against the GitHub OIDC provider JWKS endpoint. Validates subject claims, audience restrictions, and repository ownership for secure cloud…
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.
Rigorous challenge profile for Anitta: assumption checks, evidence calibration, and defensible reasoning patterns for Ember collaboration.
Use when a Spec Kit feature needs `spec.md` authored or rewritten from natural-language requirements, especially when the feature has no usable specification or requirements are…
Suggest relevant GitHub Copilot Custom Agents files from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with existing…
Composes GitHub Actions workflow YAML files from modular job templates, resolving action version pins and secret references.
Use when working with Slang shaders, shader modules, HLSL-compatible GPU code, graphics pipelines, compute shaders, tessellation, ray tracing, parameter blocks, generics,…
Analyze and reduce token consumption in agentic workflows — guardrail-specific entry points, measurement, and optimization techniques.
Validates GitHub Actions workflow YAML files against the Actions schema, checks for deprecated action versions, and ensures proper secret handling.
Run a repeatable docs-site check that builds locally, opens the site across device sizes, and reports layout, accessibility, and interaction issues.
Diagnoses failing GitHub Actions workflows using the GitHub REST API v3 /actions/runs and /actions/jobs endpoints.
Queries GitHub GraphQL API for new and unanswered Discussions, ranks them by reaction count and recency, and drafts a weekly digest via SendGrid.
Generates and manages GitHub Actions workflows using the Workflow YAML syntax and GitHub REST API. Supports matrix builds, reusable workflows, and composite actions.
Write, debug, and optimize Adobe Illustrator automation scripts using ExtendScript (JavaScript/JSX). Use when creating or modifying scripts that manipulate documents, layers,…
Design and implement Arduino integration with Azure IoT Hub and IoT Edge, including secure provisioning, resilient telemetry, command handling, and production guardrails.
Reusable investigation patterns for AWS CloudWatch: Logs Insights query templates, alarm-to-deployment correlation, blast-radius narrowing decision tree, and PromQL-style metric…
CommunityToolkit.Mvvm Messenger pub/sub for decoupled communication between ViewModels (or any objects).
Collaboration profile for Quinn: curious, energetic, and implementation-focused partnership patterns for Ember sessions with Alison.
Suggest relevant GitHub Copilot prompt files from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with existing prompts in…
Create tldr summaries for GitHub Copilot files (prompts, agents, instructions, collections), MCP servers, or documentation from URLs and queries.
Dynamically generates GitHub Actions matrix strategies using the GitHub REST API and workflow dispatch events.
Upgrade gh-aw to latest gh-aw-firewall release and identify follow-up spec tasks.
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.
Analyzes GitHub Actions workflow matrix strategies using the GitHub REST API v3 workflow runs endpoint.
capability to parse Simplicité logs from a raw `.txt` file, filter fields to reduce noise, and output the result as structured JSON.
Uses git-sizer to identify the specific size and history characteristics that make a repository painful to clone, fetch, repack, or work in.
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…
INVOKE THIS SKILL when optimizing, improving, or debugging LLM prompts using production trace data, evaluations, and annotations.
Guide for configuring and managing GitHub secret scanning, push protection, custom patterns, and secret alert remediation.
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…
HTTP MCP Header Secret Support - Implementation Summary
Query GitHub pull requests efficiently with jq argument support for filtering
Query GitHub issues efficiently with jq argument support for filtering
Reference for GitHub MCP server tools, methods, and usage patterns.
Add and validate custom Go analysis linters in gh-aw.
Define and validate GitHub custom agent files, prompts, and examples.
Plan for adding temporary ID support to safe output jobs
Use gh agent-session commands to inspect and manage agent sessions.
Query GitHub discussions efficiently with jq argument support for filtering
Use gh agent-task commands to create, run, and monitor agent tasks.
Generate a new pkg/linters analyzer from a merged or open PR pattern.
Instructions for using the struct tag-based console rendering system in Go
Infer JSON structure and types with jq-based schema discovery.
Error Pattern Safety Guidelines for Agentic Engines
Analyze gh-aw OpenTelemetry traces from JSONL mirrors or OTLP backends.
Create ASP.NET Minimal API endpoints with proper OpenAPI documentation
Instructions for adding new message types to the safe-output messages system