---
title: "GitHub - Air Market"
description: "GitHub publishes 334 listings on Air Market. How people build software."
canonical: "https://airmarket.ai/@github"
---

[Air Market](/) / [Creators](/creators) / GitHub

Creator

# GitHub

How people build software.

How people build software.

**GitHub on Air Market**

|  |  |
| --- | --- |
| Listings | 334 |
| GitHub | [github](https://github.com/github) |

**Published listings, with what each one does**

| Listing | Kind | What it does |
| --- | --- | --- |
| [Git Commit with Conventional Commits](/app/git-commit) | Skill | You've finished a piece of work and now you have to stage the right files and write a commit message in the house style. This reads what ac… |
| [Excalidraw Diagram Generator](/app/excalidraw-diagram-generator) | Skill | You can describe the diagram in a sentence but drawing it takes ages. Say what you want in plain language and this produces an Excalidraw f… |
| [Multi Stage Dockerfile](/app/multi-stage-dockerfile) | Skill | You need to containerize a project and want the image to carry only what it needs to run, not everything used to build it. This writes a mu… |
| [Diátaxis Documentation Expert](/app/documentation-writer) | Skill | Your documentation is a pile of pages with no clear shape, and readers cannot find what they came for. This brings an expert technical writ… |
| [Create README](/app/create-readme) | Skill | Your project has code but nothing that explains it to whoever opens the folder next. This writes the README file for you, the page people r… |
| [Test Generation with Playwright MCP](/app/playwright-generate-test) | Skill | You know what the test should do - the steps a user takes - but writing it out in code is the slow part. Describe the scenario and this pro… |
| [Conventional Commit](/app/conventional-commit) | Skill | Conventional Commits has rules, and remembering them at the commit prompt is a chore. This guides you through writing a message that fits t… |
| [PostgreSQL Development Assistant](/app/postgresql-optimization) | Skill | PostgreSQL has features other databases do not, and it is easy to write plain SQL and never touch them. This helps you use the ones that fi… |
| [.NET/C# Best Practices](/app/dotnet-best-practices) | Skill | You have written some C# and you are not sure it holds up. This looks over the code in your project or solution and tells you where it fall… |
| [SQL Code Review](/app/sql-code-review) | Skill | You have SQL going into review and want to know if it opens a hole or repeats a known bad habit. This reads it for security problems, acces… |
| [JavaScript TypeScript Jest](/app/javascript-typescript-jest) | Skill | You are writing tests in JavaScript or TypeScript with Jest and keep making judgement calls about structure and mocking on the fly. This gi… |
| [NuGet Manager](/app/nuget-manager) | Skill | You need to add, remove or change the version of a package in a .NET project. This handles it, sticking to the dotnet command line rather t… |
| [Web Design Reviewer](/app/web-design-reviewer) | Skill | You have a site running and something about it looks off, but you are not sure what or where. This looks at the site as rendered - local or… |
| [Playwright Fill In Form](/app/playwright-automation-fill-in-form) | Skill | There is a form you keep filling in by hand and it is tedious every time. This drives the browser and fills it in for you. Reach for it whe… |
| [Create Specification](/app/create-specification) | Skill | You know roughly what you want built, and you want an AI to help build it, but a vague chat request is not enough to work from. This create… |
| [Game Engine Skill](/app/game-engine) | Skill | You want to make a game that runs in a browser and you are working out how the pieces fit: the loop, the drawing, the collisions, the contr… |
| [Create high‑quality AGENTS.md file](/app/create-agentsmd) | Skill | Your repository needs an AGENTS.md file and you do not want to write one from a blank page. This generates it for you. Reach for it when yo… |
| [Refactor Plan](/app/refactor-plan) | Skill | You are about to change something that touches a lot of files and you would rather not find out halfway that the order was wrong. This inve… |
| [Penpot UI/UX Design Guide](/app/penpot-uiux-design) | Skill | You need to design an interface in Penpot - a screen, a form, a whole design system - and you want it to hold up to normal standards rather… |
| [PostgreSQL Code Review Assistant](/app/postgresql-code-review) | Skill | Code that works on one database can still be wrong on PostgreSQL in ways a general review will not catch. This reviews your database code a… |
| [Create Implementation Plan](/app/create-implementation-plan) | Skill | You are about to take on something bigger than a quick change and want to think it through first. This creates an implementation plan file… |
| [Comprehensive Project Architecture Blueprint Generator](/app/architecture-blueprint-generator) | Skill | You have a codebase and no current picture of how it fits together. This reads the code, works out what it is built with and how it is stru… |
| [Generate TypeScript MCP Server](/app/typescript-mcp-server-generator) | Skill | You want to build an MCP server in TypeScript and would rather not assemble the starting project by hand. This generates a complete one for… |
| [JUnit 5+ Best Practices](/app/java-junit) | Skill | You are writing unit tests in Java and want them structured well rather than just passing. This gives you the recommended practices for JUn… |
| [.NET/C# Design Pattern Review](/app/dotnet-design-pattern-review) | Skill | Sometimes code works but the shape of it feels wrong. This reads your C# and .NET code with an eye on the design patterns in it, then sugge… |
| [Project Discovery & Assessment](/app/dotnet-upgrade) | Skill | You have a .NET app on an older framework and moving it feels like a big unknown. This gives you ready-made prompts for looking at what the… |
| [Apple App Store Review Specialist](/app/apple-appstore-reviewer) | Skill | Submitting an app to Apple and waiting to hear back is a slow way to find out something is wrong. This reads your codebase looking for thin… |
| [Review And Refactor](/app/review-and-refactor) | Skill | You have a set of rules for how code in your project should look, and want them applied rather than remembered. This reviews the code again… |
| [Update Implementation Plan](/app/update-implementation-plan) | Skill | You wrote an implementation plan and then things changed - a new feature came in, the design shifted, packages need upgrading. Rather than… |
| [C# Async Programming Best Practices](/app/csharp-async) | Skill | Asynchronous C# is easy to write in a way that technically compiles but is not how it should be done. This gives you the best practices for… |
| [.editorconfig](/app/editorconfig) | Skill | Everyone's editor formats code slightly differently and the diffs get noisy. This looks at your project and your preferences and writes an… |
| [Create GitHub Actions Workflow Specification](/app/create-github-action-workflow-specification) | Skill | There is a GitHub Actions workflow in your repo that works, and changing it feels risky because no one has written down what it does. This… |
| [Java Documentation (Javadoc) Best Practices](/app/java-docs) | Skill | Someone reading your Java code later has to guess what a class or interface is for, because nothing says. This goes through your types and… |
| [Generate Python MCP Server](/app/python-mcp-server-generator) | Skill | You want to build an MCP server in Python and you would rather not start from an empty folder. This sets up the project for you, with its t… |
| [XUnit Best Practices](/app/csharp-xunit) | Skill | You are writing unit tests in XUnit and want the accepted patterns rather than a guess. This gives you best practices for XUnit, including… |
| [AI Prompt Engineering Safety Review & Improvement](/app/ai-prompt-engineering-safety-review) | Skill | You wrote a prompt and you are not sure it holds up - it might be biased, easy to abuse, or just not doing what you meant. This reviews the… |
| [Agentic Evaluation Patterns](/app/agentic-eval) | Skill | Your agent produces something and you have no way of knowing whether it is any good. This covers ways to have outputs checked, scored, and… |
| [Feature PRD Prompt](/app/breakdown-feature-prd) | Skill | You have an epic agreed at a high level and now one feature inside it needs writing down properly. This drafts a product requirements docum… |
| [Refactor Method to Reduce Cognitive Complexity](/app/refactor-method-complexity-reduce) | Skill | One method has grown hard to follow, and you want it under a complexity limit. Name the method and the number you are aiming for, and this… |
| [Power BI Semantic Modeling](/app/powerbi-modeling) | Skill | You are building or fixing a Power BI semantic model and want advice that fits your data rather than a textbook answer. This connects to th… |
| [ScoutQA Testing Skill](/app/scoutqa-test) | Skill | You have built or changed something on a web app and you want to know it works before anyone else finds out it does not. This runs testing… |
| [Nano Banana Pro OpenRouter](/app/nano-banana-pro-openrouter) | Skill | You need a picture and would rather describe it than draw it. This generates images from a prompt, edits images you already have, and can c… |
| [Meeting Minutes](/app/meeting-minutes) | Skill | A meeting just ended and someone has to write it up. This produces short, usable minutes: who was there, what was on the agenda, what was d… |
| [Markdown to HTML Conversion](/app/markdown-to-html) | Skill | You have notes or docs written in Markdown, and you need them as web pages instead. This helps you turn those files into HTML, whether you… |
| [Git Flow Branch Creator](/app/git-flow-branch-creator) | Skill | You've started making changes and realise you're on the wrong branch, or you can't remember which prefix Git Flow wants this time. This loo… |
| [Image Manipulation with ImageMagick](/app/image-manipulation-image-magick) | Skill | You have images that are the wrong size or the wrong format, and possibly a lot of them. This handles resizing, converting between formats,… |
| [PlantUML ASCII Art Diagram Generator](/app/plantuml-ascii) | Skill | Sometimes you need a diagram somewhere pictures do not go - a terminal, a plain text file. This draws the diagram out of characters instead… |
| [README Generator Prompt](/app/readme-blueprint-generator) | Skill | Your repository has bits of documentation scattered around but no README that pulls it together. This reads what is already there and write… |
| [DevOps Rollout Plan Generator](/app/devops-rollout-plan) | Skill | You have a change to deploy and no plan beyond hope. This writes one: what to verify before you begin, the steps in order, the signals that… |
| [C# Documentation Best Practices](/app/csharp-docs) | Skill | Your C# types work but nothing explains them to the next person who opens the file. This makes sure they carry XML comments and that the do… |
| [Agent Governance Patterns](/app/agent-governance) | Skill | Your AI agent can touch real systems - APIs, databases, files - and right now nothing stands between it and a bad instruction. This covers… |
| [MCP-CLI](/app/mcp-cli) | Skill | MCP servers are how tools, APIs and data sources get connected in. When you want to poke at one directly rather than through an app, this g… |
| [Context Map](/app/context-map) | Skill | Starting a change without knowing its full reach is how you miss the one file that mattered. This maps out the files relevant to a task bef… |
| [Azure Deployment Preflight Validation](/app/azure-deployment-preflight) | Skill | You are about to deploy infrastructure to Azure and would rather not find out mid-deploy that something is wrong. This checks the template,… |
| [Write Coding Standards From File](/app/write-coding-standards-from-file) | Skill | Your project has a style, but it lives in the code and in people's heads rather than in a document. Point this at files or folders and it w… |
| [Create Spring Boot Java project prompt](/app/create-spring-boot-java-project) | Skill | You are starting a new Java service and none of the starting structure exists yet. This creates the skeleton of a Spring Boot project in Ja… |
| [Generate Application from OpenAPI Spec](/app/openapi-to-application-code) | Skill | You have a written specification for an API and now you need the actual code behind it. Instead of typing it all out yourself, this takes t… |
| [Create GitHub Issue from Implementation Plan](/app/create-github-issues-feature-from-implementation-plan) | Skill | You have an implementation plan with phases, and none of it is in the tracker yet. This turns those phases into GitHub issues, using the re… |
| [Project Folder Structure Blueprint Generator](/app/folder-structure-blueprint-generator) | Skill | A project has grown and nobody has written down where things are supposed to live, so every new file is a small decision. This analyzes the… |
| [Power BI Report Visualization Designer](/app/power-bi-report-design-consultation) | Skill | You have the data working in Power BI but the report itself is hard to read, or you are not sure which chart to use. This helps with chart… |
| [GitHub Copilot SDK](/app/copilot-sdk) | Skill | You are building software and want an AI agent working inside it, not in a separate chat window. This helps you do that with the GitHub Cop… |
| [Add Language With next-intl](/app/next-intl-add-language) | Skill | Your Next.js app already speaks one language and you want to add another. This adds a new language to an application using next-intl. Reach… |
| [Project Workflow Documentation Generator](/app/project-workflow-analysis-blueprint-generator) | Skill | You have an application whose workings live in people's heads, and you need it written down. This looks at the project, works out its archi… |
| [Refactoring Java Methods with Extract Method](/app/java-refactoring-extract-method) | Skill | You have a chunk of Java that has grown long enough to be hard to read. This helps you pull part of it out into its own method. Reach for i… |
| [GitHub Issue Planning & Project Automation Prompt](/app/breakdown-plan) | Skill | You have a project that needs to become issues, and right now it is a flat list with no shape. This builds a plan arranged in tiers, from e… |
| [Test Planning & Quality Assurance Prompt](/app/breakdown-test) | Skill | The feature is planned and nobody has said how it will be tested. This drafts a test strategy for a GitHub project, breaks it into tasks, a… |
| [Add Educational Comments](/app/add-educational-comments) | Skill | You are looking at a file and nothing in it explains what is going on. This adds comments through the file to explain it as you read. Point… |
| [Debian Linux Triage](/app/debian-linux-triage) | Skill | Something on your Debian machine is not working and the error is not telling you much. This helps you narrow down what went wrong and get i… |
| [Feature Implementation Plan Prompt](/app/breakdown-feature-implementation) | Skill | You know which feature you are building but not the order of the work or where each piece goes. This drafts a detailed implementation plan… |
| [Dataverse Python Advanced Patterns](/app/dataverse-python-advanced-patterns) | Skill | You are past the tutorial stage with the Dataverse SDK and the code needs to survive real use. This generates production code using advance… |
| [Go MCP Server Project Generator](/app/go-mcp-server-generator) | Skill | You want to build an MCP server in Go and the first hours go into project layout and dependency wiring before you write anything that matte… |
| [Update Specification](/app/update-specification) | Skill | You have a specification document for your solution and it no longer matches reality - the requirements changed, or the code did. This upda… |
| [Rust MCP Server Generator](/app/rust-mcp-server-generator) | Skill | You are building a Model Context Protocol server in Rust. This generates the project for you, including tools, prompts, resources and tests… |
| [Power BI DAX Formula Optimizer](/app/power-bi-dax-optimization) | Skill | You have DAX formulas in Power BI that are slow, hard to follow, or both, and you are not sure what to change. This walks through your calc… |
| [Create LLMs.txt File from Repository Structure](/app/create-llms) | Skill | You want language models to make sense of your repository and there is a standard file for that, llms.txt. This writes one from scratch bas… |
| [ASP.NET Minimal API with OpenAPI](/app/aspnet-minimal-api-openapi) | Skill | You are building an ASP.NET web API and want the endpoints to describe themselves properly for whoever calls them. This helps you write tho… |
| [Finnish Humanizer](/app/finnish-humanizer) | Skill | You have Finnish text that reads a bit off - technically fine, but nobody talks like that. This finds the telltale patterns and style marke… |
| [Arch Linux Triage](/app/arch-linux-triage) | Skill | Something on your Arch Linux machine stopped working, likely after an update, and you are not sure where to start. This helps you narrow do… |
| [Epic Product Requirements Document (PRD) Prompt](/app/breakdown-epic-pm) | Skill | A large piece of work is starting and nobody has written down what it is meant to be. This drafts a product requirements document for a new… |
| [Quasi-Coder Skill](/app/quasi-coder) | Skill | Someone sends you a half-written snippet, some pseudo-code, or a description in their own words with a typo or the wrong term in it. This t… |
| [Comprehensive Technology Stack Blueprint Generator](/app/technology-stack-blueprint-generator) | Skill | Joining or inheriting a codebase means guessing at what it uses and how things are done there. This works through the code and writes it do… |
| [Create Technical Spike Document](/app/create-technical-spike) | Skill | There is a decision blocking the work and nobody is sure of the answer yet. This writes a document for a time-boxed investigation: what you… |
| [Microsoft Skill Creator](/app/microsoft-skill-creator) | Skill | You want an agent to know its way around a particular Microsoft technology, and you would rather build a skill for it than explain it every… |
| [Snowflake Semantic Views](/app/snowflake-semanticview) | Skill | You are defining a semantic view in Snowflake and want to know whether the definition actually holds up before you rely on it. This helps y… |
| [Finalize Agent Prompt](/app/finalize-agent-prompt) | Skill | You have written a prompt file and it works, roughly, but it is not something you would hand to someone else yet. This takes that draft and… |
| [VS Code extension command contribution](/app/vscode-ext-commands) | Skill | When you add a command to a VS Code extension there are conventions for what to call it, where it appears, and how it gets translated. This… |
| [Power BI Data Model Design Review](/app/power-bi-model-design-review) | Skill | You have built a Power BI data model and want someone to look over the structure before you build more on top of it. This reviews the archi… |
| [NUnit Best Practices](/app/csharp-nunit) | Skill | You are writing unit tests in NUnit and want to know the accepted way rather than piecing it together. This gives you best practices for NU… |
| [Copilot Instructions Blueprint Generator](/app/copilot-instructions-blueprint-generator) | Skill | Copilot suggests code that does not match how your project does things. This reads what is already in your codebase and writes an instructi… |
| [Epic Architecture Specification Prompt](/app/breakdown-epic-arch) | Skill | You have a product requirements document for a large piece of work and now somebody has to say how it will be built. This drafts the high-l… |
| [Remember Interactive Programming](/app/remember-interactive-programming) | Skill | You have a live REPL open and want the agent to actually use it rather than write code from guesswork. This is a very short prompt that rem… |
| [Convert Plaintext Documentation to Markdown](/app/convert-plaintext-to-md) | Skill | You have a text-based document that needs to be markdown, and how it should come out depends on the document. This converts it, following w… |
| [{Project Name} - Copilot Instructions](/app/github-copilot-starter) | Skill | You're starting a new project and Copilot's configuration is one of those things nobody gets around to. This sets it up for you, based on t… |
| [Repository Analysis: \[Repo Name\]](/app/repo-story-time) | Skill | You want to understand a repository's past without scrolling through every commit. This reads the commit history and writes it back as a su… |
| [Create GitHub Issues for Unmet Specification Requirements](/app/create-github-issues-for-unmet-specification-requirements) | Skill | You have specification files and a codebase, and you are not sure which requirements were actually built. This looks for the unimplemented… |
| [What Context Needed](/app/what-context-needed) | Skill | Sometimes an answer is poor simply because the assistant never saw the relevant files. This turns it around: ask what it needs to look at f… |
| [Update Markdown File Index](/app/update-markdown-file-index) | Skill | You keep a list of files in a markdown document - a table of contents, an index of a folder - and it goes stale every time the folder chang… |
| [Migration and Code Evolution Instructions Generator](/app/generate-custom-instructions-from-codebase) | Skill | You are midway through a migration or a framework upgrade, and the new way of doing things exists in one branch while the old way is everyw… |
| [Suggest Awesome GitHub Copilot Skills](/app/suggest-awesome-github-copilot-skills) | Skill | There is a large collection of ready-made Copilot skills and no quick way to tell which ones your project would use. This looks at your rep… |
| [Create GitHub Issue from Specification](/app/create-github-issue-feature-from-specification) | Skill | You have a specification written down and now it needs to exist as work someone can pick up. This creates a GitHub issue for the feature fr… |
| [Power BI Performance Troubleshooting Guide](/app/power-bi-performance-troubleshooting) | Skill | Something in Power BI is slow and you do not know whether it is the model, the report, or the query behind it. This walks through the probl… |
| [ASP.NET Core Docker Containerization Prompt](/app/containerize-aspnetcore) | Skill | You have an ASP.NET Core project and need it running in a container, which means writing container files that match how your project is act… |
| [PHP MCP Server Generator](/app/php-mcp-server-generator) | Skill | You want to build an MCP server in PHP and you would rather not assemble the project skeleton by hand. This generates the whole project, in… |
| [Terraform AzureRM Set Diff Analyzer](/app/terraform-azurerm-set-diff-analyzer) | Skill | You run a plan for your Azure infrastructure and it says things will change, but you did not change them. Some attributes just get listed i… |
| [VS Code extension localization](/app/vscode-ext-localization) | Skill | If you want your VS Code extension usable by people who do not read English, the text in it has to be handled a particular way. This covers… |
| [MSTest Best Practices (MSTest 3.x/4.x)](/app/csharp-mstest) | Skill | MSTest has moved on, and tests written from memory often use older patterns. This gives you the best practices for MSTest unit testing, inc… |
| [Comment Code Generate Tutorial](/app/comment-code-generate-a-tutorial) | Skill | You have a Python script that works, but handing it to a beginner would not teach them anything. This refactors the code, adds comments tha… |
| [TUnit Best Practices](/app/csharp-tunit) | Skill | You are working in TUnit and are not sure what the accepted patterns are. This gives you best practices for TUnit unit testing, including t… |
| [Code Exemplars Blueprint Generator](/app/code-exemplars-blueprint-generator) | Skill | New people copy whatever code they find first, and not all of it is code you want copied. This builds a prompt that goes through your codeb… |
| [Update LLMs.txt File](/app/update-llms) | Skill | Your project has an llms.txt file in its root folder, and your documentation has moved on since it was written. This updates that file so i… |
| [WorkIQ Copilot Skill](/app/workiq-copilot) | Skill | Your assistant usually has no idea what is in your inbox, your calendar, or your team chats, so its answers stay generic. This lets it quer… |
| [BigQuery Pipeline Audit](/app/bigquery-pipeline-audit) | Skill | You have a Python pipeline that queries BigQuery and you are not sure it is ready to run for real, or ready to run twice. This audits it fo… |
| [Java MCP Server Generator](/app/java-mcp-server-generator) | Skill | You need to build a Model Context Protocol server in Java and do not want to assemble the project from scratch. This generates a complete p… |
| [MkDocs AI Translator](/app/mkdocs-translations) | Skill | Your documentation is written in one language and you want readers in another. This produces a translation for a docs site built with mkdoc… |
| [TLDR Prompt](/app/tldr-prompt) | Skill | You are staring at a long file or a documentation page and just want to know what it is. This writes a short summary of it. It works on Git… |
| [Copilot CLI Quickstart](/app/copilot-cli-quickstart) | Skill | You have heard of GitHub Copilot's command line tool but have never used it. This walks you through it step by step, with one path for deve… |
| [Fedora Linux Triage](/app/fedora-linux-triage) | Skill | Something on your Fedora machine is not working and the error message is not telling you much. This walks you through triaging the problem… |
| [Suggest Awesome GitHub Copilot Custom Agents](/app/suggest-awesome-github-copilot-agents) | Skill | There is a large collection of ready-made Copilot custom agents and no easy way to tell which ones fit your project. This looks at your rep… |
| [Suggest Awesome GitHub Copilot Instructions](/app/suggest-awesome-github-copilot-instructions) | Skill | There is a large collection of ready-made Copilot instruction files and it is hard to tell which apply to your project. This reads your rep… |
| [Add TypeSpec API Operations](/app/typespec-api-operations) | Skill | You already have a TypeSpec API plugin and it needs to do more - fetch something, create something, change or remove it. This adds those op… |
| [Swift MCP Server Generator](/app/swift-mcp-server-generator) | Skill | You want to build a Model Context Protocol server in Swift and would rather not assemble the project scaffolding by hand. This generates th… |
| [When to Use This Skill](/app/fabric-lakehouse) | Skill | You are designing or building on a Fabric Lakehouse and are not sure how the pieces fit. This gives you descriptions of the data components… |
| [Generate Specs As Issues](/app/gen-specs-as-issues) | Skill | You know the product isn't finished, but the list of what's missing lives in your head and nothing is written down. This walks you through… |
| [Dataverse Python Quickstart](/app/dataverse-python-quickstart) | Skill | You are starting out with the Python SDK and need working examples rather than a blank file. This gives you the setup, the basic create-rea… |
| [GraalVM Native Image Agent](/app/java-add-graalvm-native-image-support) | Skill | You want your Java program to build as a native image, but the build keeps failing and the errors are hard to place. This walks through it… |
| [Copilot Usage Metrics](/app/copilot-usage-metrics) | Skill | You need to know how much Copilot is being used across your organization or enterprise. This fetches those usage figures and shows them to… |
| [Transloadit Media Processing](/app/transloadit-media-processing) | Skill | You have video, audio, images or documents that need converting, trimming, resizing or captioning, and you do not want to learn a media too… |
| [Dataverse Python Use Case Builder](/app/dataverse-python-usecase-builder) | Skill | You know what you need the Dataverse SDK to do, but not how the whole thing should be put together. This builds a complete solution for tha… |
| [Create Spring Boot Kotlin project prompt](/app/create-spring-boot-kotlin-project) | Skill | You are starting a new Kotlin service and there is no structure to begin from. This creates the skeleton of a Spring Boot project in Kotlin… |
| [Create TypeSpec API Plugin](/app/typespec-create-api-plugin) | Skill | You have an API and you want Microsoft 365 Copilot to be able to use it. This creates the plugin that connects the two, written in TypeSpec… |
| [Cosmos DB Data Modeling](/app/cosmosdb-datamodeling) | Skill | You are about to store data in Azure Cosmos DB and are not sure how to shape it. This walks you through the questions about what your app n… |
| [Power Platform MCP Connector Generator](/app/mcp-copilot-studio-server-generator) | Skill | You want to connect your own tools into Copilot Studio and need an MCP server to do it. This generates a complete server implementation sha… |
| [Kotlin MCP Server Project Generator](/app/kotlin-mcp-server-generator) | Skill | You want to build an MCP server in Kotlin and would rather not work out the project layout and dependencies yourself. This generates a comp… |
| [Azure Cost Optimize](/app/az-cost-optimize) | Skill | Your Azure spend has crept up and nobody has gone through what is actually running. This looks at your infrastructure code and the resource… |
| [Microsoft 365 Declarative Agents Development Kit](/app/declarative-agents) | Skill | You are building agents for Microsoft 365 Copilot and want the whole path covered rather than a piece of it. This is a development kit with… |
| [Shuffle JSON Data](/app/shuffle-json-data) | Skill | You have a file of repeated records and you want them in a random order, but you would rather not corrupt the file doing it. This checks th… |
| [CentOS Linux Triage](/app/centos-linux-triage) | Skill | Something is wrong on a CentOS machine and you need to work out what before you start changing things. This triages and resolves CentOS iss… |
| [Azure Resource Health & Issue Diagnosis](/app/azure-resource-health-diagnose) | Skill | Something in Azure is not healthy and the telemetry has not yet told you why. This analyzes resource health, works through the logs and tel… |
| [Create TypeSpec Declarative Agent](/app/typespec-create-agent) | Skill | You want an agent for Microsoft 365 Copilot and need somewhere to begin. This produces a complete declarative agent written in TypeSpec, wi… |
| [ASP.NET .NET Framework Containerization Prompt](/app/containerize-aspnet-framework) | Skill | You have an ASP.NET application on .NET Framework that needs to run in a container, and the container files have to suit how that project i… |
| [Update Azure Verified Modules in Bicep Files](/app/update-avm-modules-in-bicep) | Skill | Your Bicep files reference Azure Verified Modules, and those modules have moved on since you wrote them. This updates them to the latest ve… |
| [Entra Agent User](/app/entra-agent-user) | Skill | You want an AI agent to operate inside your organisation's systems the way a person does, with its own identity. This creates Agent Users i… |
| [Ruby MCP Server Generator](/app/ruby-mcp-server-generator) | Skill | You want to build a Model Context Protocol server and you write Ruby. This generates the whole project for you, using the official MCP Ruby… |
| [Data Cleaning and Variable Screening](/app/datanalysis-credit-risk) | Skill | You have raw lending data and a model to build, but the data is not ready. This works through it: loading and formatting, cutting odd time… |
| [Microsoft Store Developer CLI (msstore)](/app/msstore-cli) | Skill | You have a Windows app and getting it into the Microsoft Store means clicking through Partner Center. This drives the Microsoft Store Devel… |
| [Mentoring Socratique](/app/mentoring-juniors) | Skill | You are learning, and being handed finished code teaches you nothing. This mentors by asking questions rather than answering them, giving c… |
| [Import Infrastructure As Code](/app/import-infrastructure-as-code) | Skill | Someone set up cloud resources by hand and now none of it is in code. This discovers what is actually running in Azure and writes Terraform… |
| [Noob Mode](/app/noob-mode) | Skill | The terminal keeps asking you to approve things and showing you errors you cannot read. This rewrites every approval prompt, error and tech… |
| [WinUI 3 Migration Guide](/app/winui3-migration-guide) | Skill | You have an older UWP app and need to move it to WinUI 3, but the old API calls no longer have obvious counterparts. This maps the legacy c… |
| [Immersive Frontend UI Craftsmanship](/app/premium-frontend-ui) | Skill | You are building a web interface and want it to feel considered rather than assembled from defaults. This is a guide for Copilot covering m… |
| [Secret Scanning](/app/secret-scanning) | Skill | Passwords and API keys end up committed by accident, and once they are in the history they are a problem. This helps you switch on the chec… |
| [Dependabot Configuration & Management](/app/dependabot) | Skill | Automated dependency updates are opening more pull requests than you can read, and the config file is not obvious. This walks you through s… |
| [Copilot Spaces](/app/copilot-spaces) | Skill | You are asking about your own project and want the answer to come from your team's real documentation, not general knowledge. Copilot Space… |
| [Doublecheck](/app/doublecheck) | Skill | AI text often sounds right and is not. This pulls out the claims that can be checked, searches the web for things that support or contradic… |
| [Power Automate via FlowStudio MCP - Foundation](/app/flowstudio-power-automate-mcp) | Skill | You want your agent to work with Power Automate and you are at the very start, with nothing connected yet. This handles the setup: getting… |
| [Draw.io Diagram Generator](/app/draw-io-diagram-generator) | Skill | You need a diagram and you do not want to drag boxes around for an hour. Describe what you want and this produces a draw.io file you can op… |
| [GitHub Actions Hardening](/app/github-actions-hardening) | Skill | CI runs with real permissions, and a workflow that looks fine can still let outside code do damage. This reviews your GitHub Actions workfl… |
| [GitHub Actions Efficiency](/app/github-actions-efficiency) | Skill | Your CI bill keeps climbing and you're not sure which workflow is responsible. This goes through your GitHub Actions workflows, finds where… |
| [Generate Image](/app/generate-image) | Skill | You need an image - an icon, a texture, a sprite, a mockup - and you do not want to go and make one by hand. This generates it for you. You… |
| [AI Workflow Diagnostics](/app/diagnose) | Skill | Your AI workflow is not working as well as it should and it is not clear which part is at fault. This runs a systematic check across severa… |
| [Automate This](/app/automate-this) | Skill | You do the same fiddly sequence of clicks and commands over and over, and explaining it is harder than doing it. Record your screen while y… |
| [Acquire Codebase Knowledge](/app/acquire-codebase-knowledge) | Skill | You have landed in a repository you did not write and there is nothing explaining how it fits together. This walks the codebase and produce… |
| [Napkin - Visual Whiteboard for Copilot CLI](/app/napkin) | Skill | Some things are quicker to draw than to explain. This opens an interactive whiteboard in your browser where you can draw, sketch and put up… |
| [Cloud Design Patterns](/app/cloud-design-patterns) | Skill | You are designing or reviewing a system split across services and the same hard problems keep coming up: staying up, staying fast, passing… |
| [Spring Boot Testing](/app/spring-boot-testing) | Skill | Spring Boot gives you many ways to test the same code and it is not obvious which one fits. This helps you choose the approach that suits w… |
| [CodeQL Code Scanning](/app/codeql) | Skill | You want automatic security checks running on your code, and the setup involves workflow files and command-line flags you would rather not… |
| [Microsoft Agent Framework](/app/microsoft-agent-framework) | Skill | You are working on something built with Microsoft Agent Framework and want guidance that matches the language you are in. This helps you cr… |
| [Power Automate Debugging with FlowStudio MCP](/app/flowstudio-power-automate-debug) | Skill | A cloud flow failed and all you can see is a status code, which tells you nothing about what went wrong. This gets your agent the inputs an… |
| [Issue Fields Migration](/app/issue-fields-migration) | Skill | You have been squeezing information like priority into labels because there was nowhere better to put it. This moves that metadata in bulk… |
| [Positioning Strategy](/app/gtm-positioning-strategy) | Skill | People know your product exists but they are not converting, and your messaging reads like everyone else's. This helps you find a market po… |
| [Publish To GitHub Pages](/app/publish-to-pages) | Skill | You have a presentation or a web page and you want to send someone a link rather than an attachment. This converts a PPTX, PDF, HTML file,… |
| [Oracle-to-PostgreSQL Database Migration](/app/reviewing-oracle-to-postgres-migration) | Skill | You are moving a database from Oracle to PostgreSQL, and the two do not behave identically in ways that are easy to miss - empty strings, s… |
| [Product-Led Growth](/app/gtm-product-led-growth) | Skill | You are deciding whether people can buy your product themselves or whether they need a salesperson. This covers building self-serve acquisi… |
| [Migrating Stored Procedures from Oracle to PostgreSQL](/app/migrating-oracle-to-postgres-stored-procedures) | Skill | You are moving a database from Oracle to PostgreSQL and the stored procedures have to come too. This translates PL/SQL into PL/pgSQL, keepi… |
| [Vue And Pinia Unit Tests](/app/unit-test-vue-pinia) | Skill | You have a Vue app and need tests for its components, composables and stores - or the ones you have keep breaking whenever you rename somet… |
| [Oracle Migration Integration Tests](/app/creating-oracle-to-postgres-migration-integration-tests) | Skill | You are about to migrate off Oracle, and once you do you will have nothing to check the new behavior against. This writes integration tests… |
| [Creating an Oracle-to-PostgreSQL Master Migration Plan](/app/creating-oracle-to-postgres-master-migration-plan) | Skill | You are facing a move from Oracle to PostgreSQL across a whole .NET solution and you do not yet know how many projects are involved. This g… |
| [Creating Bug Reports for Oracle-to-PostgreSQL Migration](/app/creating-oracle-to-postgres-migration-bug-report) | Skill | Something works one way on Oracle and another way on PostgreSQL, and right now that is just a note to yourself. This turns it into a struct… |
| [OO Component Documentation](/app/oo-component-documentation) | Skill | Your components are documented inconsistently, or not at all. This writes or refreshes documentation for object-oriented components against… |
| [Oracle Migration Testing Plan](/app/planning-oracle-to-postgres-migration-integration-testing) | Skill | You are moving a .NET project's database from Oracle to PostgreSQL and you need to know what to test before you trust it. This looks throug… |
| [Oracle Migration Test Scaffolding](/app/scaffolding-oracle-to-postgres-migration-test-project) | Skill | You are migrating a .NET solution off Oracle and need tests that prove the current behaviour before anything changes. This builds that test… |
| [GDPR Engineering Skill](/app/gdpr-compliant) | Skill | You are handling personal data - accounts, emails, cookies, analytics, logs - and you are not certain what you are allowed to do with it. T… |
| [0-to-1 Launch](/app/gtm-0-to-1-launch) | Skill | You're taking something new to market and it's not obvious where the first customers come from, or you launched already and the numbers did… |
| [Sandbox npm Install](/app/sandbox-npm-install) | Skill | You are working inside a Docker container with your code mounted from outside, and installing npm packages leaves you with binaries that cr… |
| [Semantic Kernel](/app/semantic-kernel) | Skill | You are working on something built with Semantic Kernel and want guidance that fits the language you are in. This helps you create, change,… |
| [Technical Product Pricing](/app/gtm-technical-product-pricing) | Skill | You have a technical product and no confident answer on how to charge for it. This walks through per-seat versus per-usage, where to draw t… |
| [AWS CDK Python Setup Instructions](/app/aws-cdk-python-setup) | Skill | You want to define AWS infrastructure in Python but the first hour is all setup you have not done before. This walks you through getting th… |
| [AI Product GTM](/app/gtm-ai-gtm) | Skill | Selling an AI product raises questions other software doesn't: who's on the hook when it gets something wrong, and how do you price somethi… |
| [.NET Timezone](/app/dotnet-timezone) | Skill | Dates and times across regions go wrong in quiet, expensive ways. This gives you guidance and copy-paste C# for converting to and from UTC,… |
| [Board and Investor Communication](/app/gtm-board-and-investor-communication) | Skill | The board meeting is coming and you're assembling a deck, or there's bad news you have to put in front of investors. This covers preparing… |
| [Quality Playbook Generator](/app/quality-playbook) | Skill | You have a codebase and no confidence that reviewing it has actually found the problems. This runs a full quality audit: it works out what… |
| [Partnership Architecture](/app/gtm-partnership-architecture) | Skill | You want partners to bring you revenue and users, but there is no program yet and no rules for who gets what. This covers setting up partne… |
| [Enterprise Account Planning](/app/gtm-enterprise-account-planning) | Skill | You are working a large deal with a lot of people involved and a long timeline, and it is hard to tell if it is really moving. This helps y… |
| [Enterprise Onboarding](/app/gtm-enterprise-onboarding) | Skill | You closed the deal, and now the customer has to actually start using what they bought. This gives you a four-phase way to run that handove… |
| [Operating Cadence](/app/gtm-operating-cadence) | Skill | Your company is growing, the calendar is full of leadership meetings, and decisions still take forever. This helps you redesign the meeting… |
| [Developer Ecosystem](/app/gtm-developer-ecosystem) | Skill | You want developers to pick up your platform on their own, and you are not sure how to set that up. This walks through building developer p… |
| [Agent OWASP ASI Compliance Check](/app/agent-owasp-compliance) | Skill | Your AI agent is heading for production and someone is going to ask whether it is secure. This checks an agent codebase against the OWASP l… |
| [Ruff Recursive Fix](/app/ruff-recursive-fix) | Skill | Your Python linter is reporting a pile of problems and not all of them fix themselves. This runs the checks, applies the automatic fixes ov… |
| [Email Drafter](/app/email-drafter) | Skill | You put off writing an email because getting the tone right takes longer than the message. This reads how you already write - your greeting… |
| [Daily Prep](/app/daily-prep) | Skill | Tomorrow is already booked and you have not looked yet. This reads your calendar, pulls in the tasks you still owe, sorts the meetings by t… |
| [Roundup](/app/roundup) | Skill | You have to tell people what you have been working on, and the details are scattered across the tools you use all day. This gathers from th… |
| [Roundup Setup](/app/roundup-setup) | Skill | Before automatic status briefings sound like you, something has to learn how you write and where your work lives. This walks you through th… |
| [FreeCAD Scripts](/app/freecad-scripts) | Skill | You are doing the same thing in FreeCAD over and over, or you want a model that changes when you change a number. This helps you write the… |
| [React 19 Test Migration Patterns](/app/react19-test-patterns) | Skill | You upgraded to React 19 and now the tests fail for reasons that have nothing to do with your app. This shows the before and after for the… |
| [Anti UI Slop](/app/anti-ui-slop) | Skill | AI coding tools tend to produce interfaces that all look the same. This pulls design decisions from a public catalogue of real web and iOS… |
| [LSP Setup for GitHub Copilot CLI](/app/lsp-setup) | Skill | You are in an unfamiliar codebase and there is no jumping to a definition or seeing where something is used, because nothing is set up for… |
| [Agent Supply Chain Integrity](/app/agent-supply-chain) | Skill | You installed plugins and tools into your agent and you cannot be sure they are still what they were. This produces checksums for them and… |
| [MCP Security Audit](/app/mcp-security-audit) | Skill | Your project has a config file listing which MCP servers it loads, and that file can hide problems: a secret typed in plain, a version that… |
| [Arize Prompt Optimization Skill](/app/arize-prompt-optimization) | Skill | A prompt works in testing and disappoints in production, and rewriting it by guesswork rarely helps. This pulls the actual prompt out of yo… |
| [Arize AI Integration Skill](/app/arize-ai-provider-integration) | Skill | Arize features like evaluators need credentials for whichever model provider you use. This creates those integrations, lists them, updates… |
| [Arize Evaluator Skill](/app/arize-evaluator) | Skill | Judging whether an AI's answers are good is hard to do by hand at any volume. This sets up evaluators that use a model as the judge, runs t… |
| [React 19 Concurrent Patterns](/app/react19-concurrent-patterns) | Skill | You are moving an app to React 19 and it already leans on concurrent features. This is about keeping those working while adopting what the… |
| [Arize Dataset Skill](/app/arize-dataset) | Skill | Evaluating an AI system means having a set of examples to run against, and keeping track of them. This creates datasets on Arize, adds exam… |
| [Arize Instrumentation Skill](/app/arize-instrumentation) | Skill | Your LLM app runs and you cannot see what happened inside it. This adds tracing for the first time: it reads your codebase first, shows you… |
| [Arize Annotation Skill](/app/arize-annotation) | Skill | You want people to review what your AI produced and mark it up in a consistent way. This lets you define the label schemes reviewers use, s… |
| [API Integration](/app/integrate-context-matic) | Skill | You need your code to talk to somebody else's service and you are starting from nothing. This finds the available SDKs, answers integration… |
| [Arize Experiment Skill](/app/arize-experiment) | Skill | You have two versions of something and an opinion about which is better. This runs experiments on Arize and compares the results, so the an… |
| [Arize Trace Skill](/app/arize-trace) | Skill | Your LLM app did something odd and the record of that run is already stored in Arize. This helps you fetch that record - a trace, a span, o… |
| [Arize Link](/app/arize-link) | Skill | Pointing someone at something in Arize usually means telling them where to click. This produces a direct link to the exact thing - a trace,… |
| [Phoenix Evals](/app/phoenix-evals) | Skill | You have built something on top of an AI model and you need a way to judge whether its output is right. This helps you build the checks tha… |
| [Phoenix Tracing](/app/phoenix-tracing) | Skill | Your AI app does something and you cannot see inside it, especially once it is running for real users. This covers instrumenting it so each… |
| [React 19 Source Migration Patterns](/app/react19-source-patterns) | Skill | You are upgrading source files to React 19 and want to know what actually needs changing in each one. This is a reference of the migration… |
| [Salesforce Apex Quality Guardrails](/app/salesforce-apex-quality) | Skill | Apex has rules you have to follow or things break once real data volume arrives - queries inside loops, sharing, field permissions. This ch… |
| [React Audit Grep Patterns](/app/react-audit-grep-patterns) | Skill | Before upgrading React, you want to know what in your codebase is going to break. This is a ready-made library of search commands that find… |
| [Salesforce Flow Design and Validation](/app/salesforce-flow-design) | Skill | Salesforce Flows fail in quiet ways: the wrong type for the job, a data step inside a loop, no plan for when something errors. This helps y… |
| [GitHub Release Skill](/app/github-release) | Skill | It's time to ship a new version and you're squinting at whether this counts as a minor or a patch, then hand-writing the changelog again. T… |
| [Power Automate Monitoring with FlowStudio MCP](/app/flowstudio-power-automate-monitoring) | Skill | You want the wide view: how flows across your whole tenant are doing, not one flow or one environment. This reports failure rates, run-heal… |
| [Power Automate Governance with FlowStudio MCP](/app/flowstudio-power-automate-governance) | Skill | Your tenant has accumulated more flows and apps than anyone can keep track of, and nobody is sure which ones still matter. This classifies… |
| [Salesforce Component Quality Standards](/app/salesforce-component-standards) | Skill | Salesforce UI components have platform rules around security, accessibility and how they talk to each other, and it is easy to miss one. Th… |
| [React 18 Automatic Batching Patterns](/app/react18-batching-patterns) | Skill | After moving to React 18, a class component's state updates behave differently than before and something broke. This gives exact patterns f… |
| [React 18 Legacy Context Migration](/app/react18-legacy-context) | Skill | You have old React context code in class components and need it on the modern API. This gives the complete migration pattern, and stresses… |
| [React 18 Lifecycle Patterns](/app/react18-lifecycle-patterns) | Skill | You have older class components and React keeps warning about the lifecycle methods they use. This gives you the before-and-after version o… |
| [React 18 String Refs Migration](/app/react18-string-refs) | Skill | Your class components still name refs with a string, and React either warns about it or has dropped support. This walks through the replace… |
| [React 18 Enzyme → RTL Migration](/app/react18-enzyme-to-rtl) | Skill | You are upgrading to React 18 and your tests still use Enzyme. This gives the migration patterns for rewriting them in React Testing Librar… |
| [Code Tour Skill](/app/code-tour) | Skill | Explaining a codebase over someone's shoulder does not scale, and a written doc drifts away from the code. This creates step-by-step tours… |
| [Minecraft Plugin Development](/app/minecraft-plugin-development) | Skill | You run a Minecraft server and want it to do something the vanilla game does not. This helps you build and modify plugins for Paper, Spigot… |
| [Prompt Optimizer](/app/prompt-optimizer) | Skill | You know what you want to ask an AI chat but the way you have written it is vague or rambling. This takes your rough draft or a description… |
| [Commit Message Storyteller](/app/commit-message-storyteller) | Skill | Your commit messages say what the diff already shows, and six months later nobody remembers why. This reads your changes and writes a messa… |
| [AI Team Orchestration](/app/ai-team-orchestration) | Skill | Working with one assistant on a whole project means repeating yourself and losing the thread between sessions. This sets up a small team of… |
| [Markdown to Word (.docx) Skill](/app/md-to-docx) | Skill | You wrote something in Markdown and the person who needs it wants a Word file. This converts your Markdown into a formatted .docx, carrying… |
| [LinkedIn Post Formatter](/app/linkedin-post-formatter) | Skill | LinkedIn strips out normal formatting, so your post arrives as a wall of text nobody reads. This drafts and formats posts for you, using Un… |
| [Draw.io Diagram Skill](/app/drawio) | Skill | You need a diagram as an actual file, not a picture stuck in a chat. This makes draw.io files and exports them to PNG, SVG or PDF. The expo… |
| [Adobe Illustrator Scripting](/app/adobe-illustrator-scripting) | Skill | You keep repeating the same clicks in Adobe Illustrator and want the computer to do them. This helps you write, fix, and improve scripts th… |
| [Codebase Memory MCP](/app/codebase-memory-mcp) | Skill | You have landed in a codebase you did not write and need to understand how it hangs together. This maps the architecture, finds symbols and… |
| [Conventional Branch](/app/conventional-branch) | Skill | Branch names drift into personal habits and then nobody can tell what a branch is for. This creates branches following the Conventional Bra… |
| [UI Screenshots](/app/ui-screenshots) | Skill | You are changing a web page and want to see the result, not just the code. This takes screenshots of your app as you work, including full p… |
| [Exam Ready](/app/exam-ready) | Skill | You have a pile of notes or a PDF and a syllabus, and an exam coming. This pulls out the definitions, key points, keywords, diagrams, exam-… |
| [Power Platform Architect Skill](/app/power-platform-architect) | Skill | You have business requirements, a use case write-up, or a transcript of a meeting, and you need to turn it into a real technical plan. This… |
| [GitHub Actions Runtime Upgrade Conventions](/app/github-actions-runtime-upgrade-conventions) | Skill | An action you depend on is running on a runtime that's no longer supported, and upgrading it risks breaking a pipeline that currently works… |
| [Convert PDF to Markdown](/app/convert-pdf-to-md) | Skill | You have a PDF and a question about it, and reading the whole thing is not worth it. This converts the document to plain markdown first, so… |
| [Image Annotations](/app/image-annotations) | Skill | You have a screenshot or diagram and you need to show someone exactly what to look at. This adds rectangles, arrows, labels, and colour-cod… |
| [AgentRC Readiness Assessment](/app/acreadiness-assess) | Skill | You want to know whether a repository is set up well for AI tools, and a number in a terminal is hard to share. This runs the AgentRC readi… |
| [AgentRC Readiness Policy](/app/acreadiness-policy) | Skill | The default readiness score keeps flagging things that do not matter for your project, or missing things that do. This helps you choose, wr… |
| [Brag Sheet - Work Impact Writer](/app/brag-sheet) | Skill | Review season arrives and you cannot remember what you did for the last six months. This digs through your session logs, your git commits a… |
| [Screen Recording](/app/screen-recording) | Skill | Explaining a UI change in writing rarely lands. This helps you capture what happens on screen and turn it into an animated GIF with notes d… |
| [Generate Instructions](/app/acreadiness-generate-instructions) | Skill | Your AI assistant keeps missing conventions because nobody has written them down for it. This generates tailored instruction files for the… |
| [PR Screenshots](/app/pr-screenshots) | Skill | Your pull request changes something visual and words are not doing it justice. This covers putting before and after screenshots and annotat… |
| [PR Dashboard](/app/pr-dashboard) | Skill | You want a quick look at your pull requests without clicking through GitHub. Ask for it and this opens a PR dashboard in your browser, incl… |
| [Content Management Systems](/app/content-management-systems) | Skill | Every content platform does themes, plugins and content models its own way, and you often work on more than one. This is a working approach… |
| [Performance Review Writer](/app/performance-review-writer) | Skill | Review time comes around and you cannot remember half of what you did, let alone how to write about it. This looks back through your contri… |
| [Documentation & Modernization](/app/doc-and-modernize) | Skill | You have been handed a codebase nobody can explain, and maybe asked what to do about it. One mode reads the files and writes a single archi… |
| [Data Breach Blast Radius Analyzer](/app/data-breach-blast-radius) | Skill | If someone got in tomorrow, what would they walk away with, and what would it cost you? This takes stock of the sensitive data in your syst… |
| [javax → jakarta Migration Skill](/app/javax-to-jakarta-migration) | Skill | Your Java code still uses the old javax names and something you are upgrading to needs the newer jakarta ones. This moves that code across… |
| [GitHub Codespaces Efficiency](/app/github-codespaces-efficiency) | Skill | Your Codespace takes too long to start, or the monthly spend is higher than it should be. This goes through the setup and finds what to cha… |
| [Arduino Azure IoT Edge Integration](/app/arduino-azure-iot-edge-integration) | Skill | You have Arduino hardware and you want it reporting to Azure without the link falling apart in the field. This covers getting devices regis… |
| [Rhino 3D Scripting Skill](/app/rhino3d-scripts) | Skill | You keep repeating the same steps in Rhino and want a script to do them instead. This helps you write and debug those scripts - picking obj… |
| [Technical Job Search](/app/technical-job-search) | Skill | Looking for an engineering job means a lot of writing you only do occasionally: tailoring a CV, a cover letter, a follow-up note. This help… |
| [Convert Excel to Markdown](/app/convert-excel-to-md) | Skill | You have a spreadsheet and a question about it, and clicking through tabs is not the answer. This turns .xlsx workbooks into plain markdown… |
| [CommunityToolkit.Mvvm (core)](/app/mvvm-toolkit) | Skill | You are building a desktop or mobile .NET app and view models are full of repetitive property and command plumbing. This covers the MVVM To… |
| [MVVM Toolkit DI](/app/mvvm-toolkit-di) | Skill | Your view models take dependencies and right now something has to hand them over by hand. This covers wiring MVVM Toolkit view models into… |
| [AWS Well-Architected Review](/app/aws-well-architected-review) | Skill | You have a workload running on AWS and want to know how it measures up against AWS's own guidance. This reviews your architecture and infra… |
| [Build Evidence Map](/app/build-evidence-map) | Skill | A technical decision is contested, or a proposal is under review, and summarising it into smooth prose quietly buries the objections. This… |
| [Copilot PR Autopilot](/app/copilot-pr-autopilot) | Skill | Your pull request has a pile of review comments, half of them small, and every round of fixing produces more. This works through the open t… |
| [X Twitter Scraper](/app/x-twitter-scraper) | Skill | You want data out of X, or you want something to act on X for you, and you would rather not click through it by hand. This covers the ways… |
| [em dash](/app/em-dash) | Skill | Long dashes sneak into comments and data files and cause trouble later. This defaults to never using em or en dashes and swaps any it finds… |
| [Mini Context Graph Skill](/app/mini-context-graph) | Skill | You keep re-reading the same documents because nothing sticks between sessions. This builds a set of wiki-style pages as it reads, notes ho… |
| [Azure Smart City IoT Solution Builder](/app/azure-smart-city-iot-solution-builder) | Skill | You have been asked to build something city-scale on Azure with connected devices, and the ask is still just an idea. This takes it through… |
| [AWS Cost Optimize](/app/aws-cost-optimize) | Skill | The AWS bill is higher than it should be and nobody has time to comb through what is running. This looks at your infrastructure code and th… |
| [Bug Reproduction Brief](/app/bug-reproduction-brief) | Skill | Someone reported a bug that is vague, comes and goes, or only happens on one machine, and guessing at a fix is tempting. This turns that re… |
| [Eyeball](/app/eyeball) | Skill | When something summarises a document for you, checking it means going back to the source line by line. This produces a Word document where… |
| [Impediment Prioritization Skill](/app/impediment-prioritization) | Skill | You have a pile of problems and suggested fixes, and no agreed order to tackle them in. This scores each one on return, cost to implement,… |
| [GitHub Attach](/app/gh-attach) | Skill | You have a screenshot, a PDF or a zip on your machine and it needs to end up in a pull request, an issue or a comment. Normally that means… |
| [Qdrant Performance Optimization](/app/qdrant-performance-optimization) | Skill | Your Qdrant setup works but is not as quick or as efficient as you want. This covers a range of ways to improve that: how things are indexe… |
| [Microsoft Graph SDK](/app/msgraph-sdk) | Skill | You are writing an app that needs to reach mail, calendars, files or Teams data from Microsoft 365. This walks you through connecting to Mi… |
| [Qdrant Search Quality](/app/qdrant-search-quality) | Skill | Your search returns things, but they are the wrong things - or the ones you expected are missing. This helps diagnose why Qdrant relevance… |
| [Qdrant Clients SDK](/app/qdrant-clients-sdk) | Skill | You are running Qdrant somewhere and now your code needs to talk to it. This covers the client libraries Qdrant offers for different progra… |
| [What to Do When Changing Embedding Models](/app/qdrant-model-migration) | Skill | You want to move to a different embedding model, but your search has to keep working while you do it. This walks through migrating your vec… |
| [Qdrant Deployment Options](/app/qdrant-deployment-options) | Skill | You are about to run Qdrant somewhere and the choices all look plausible. This walks you through which deployment fits what you are actuall… |
| [Qdrant Version Upgrade](/app/qdrant-version-upgrade) | Skill | You need a newer Qdrant version but the application cannot go offline for it. This walks through upgrading without interrupting availabilit… |
| [Qdrant Monitoring](/app/qdrant-monitoring) | Skill | You are running Qdrant and have no real view into how it is doing. This helps you set up monitoring and decide what to watch, and then use… |
| [MCP Implementation Security Review](/app/mcp-implementation-security-review) | Skill | You wrote an MCP server or client and you are about to release it, and you would rather someone looked hard at it first. This reads the sou… |
| [Tiny Stepping](/app/tiny-stepping) | Skill | Sometimes you hand over a task and get back a pile of work built on a wrong assumption. This takes the opposite approach: make the smallest… |
| [CommunityToolkit.Mvvm Messenger](/app/mvvm-toolkit-messenger) | Skill | Two parts of your app need to tell each other something, and you would rather not have them hold direct references. This covers the MVVM To… |
| [Gitmoji](/app/gitmoji) | Skill | Your project uses gitmoji commit messages and every commit means going back to the list to find the right emoji. This picks the one that ma… |
| [Azure Well-Architected Review](/app/azure-well-architected-review) | Skill | You have a workload running on Azure and a nagging feeling something in the setup is not right, but no time to comb through it. This walks… |
| [AWS Resource Query](/app/aws-resource-query) | Skill | You need to know what is running in AWS but do not want to remember the exact command or click through the console. Ask in plain language a… |
| [Python Azure IoT Edge Modules](/app/python-azure-iot-edge-modules) | Skill | You are writing a Python module that runs on Azure IoT Edge devices and getting it production-ready involves more than the code. This cover… |
| [Bug Receipt](/app/bug-receipt) | Skill | You have finished diagnosing, repairing or recovering from a bug or an incident, and now it needs closing out honestly. This produces a bug… |
| [Slang Shader Expert](/app/slang-shader-engineer) | Skill | You are writing GPU code in Slang and want a second pair of eyes on the language features and how it compiles for other targets. This helps… |
| [AWS CloudWatch Investigation Skill](/app/aws-cloudwatch-investigation) | Skill | An alarm has gone off and you are staring at logs wondering what to ask first. This gives you ready-made investigation patterns for CloudWa… |
| [Ad Campaign Analyzer](/app/ad-campaign-analyzer) | Skill | You are spending on ads and the reports do not tell you what to do next. Share your campaign performance data and this says what to cut, wh… |
| [AWS Resource Health & Issue Diagnosis](/app/aws-resource-health-diagnose) | Skill | Something in your AWS setup is unhealthy and the logs and metrics have not told you why yet. This examines resource health, works through C… |
| [WebMCPify](/app/webmcpify) | Skill | Your web app does things a person can click, but an AI agent has no way in. This proposes which of those actions to expose, wires it up, tr… |
| [Namecheap DNS Management](/app/namecheap) | Skill | You need to change where a domain points, or add a record something is asking you to add, and your domains are with Namecheap. This lists y… |
| [Competitor Ad Intelligence](/app/competitor-ad-intelligence) | Skill | You know a competitor is spending on ads and you are guessing at what is working for them. This pulls their paid advertising apart so you c… |
| [Setup My IQ](/app/setup-my-iq) | Skill | Tools that help you work often need to know your role, your team and your setup, and nobody wants to explain it every time. This walks you… |
| [Landing Page Conversion Audit](/app/landing-page-conversion-audit) | Skill | People are arriving at your page and leaving without buying or signing up, and you cannot see where you are losing them. This audits the pa… |
| [Steno Mode](/app/steno-mode) | Skill | Sometimes you want the answer, not the write-up around it. This compresses replies into shorthand while keeping the technical details and e… |
| [Optimize Simplicite Logs](/app/optimize-simplicite-logs) | Skill | A raw log file is thousands of lines of text and most of it is not what you are looking for. This reads a Simplicité log, drops the fields… |
| [Verify Agent Action](/app/verify-agent-action) | Skill | Sometimes an AI agent is about to do something with real consequences: run a command, deploy, send a message, spend money, touch credential… |
| [MCP Release QA](/app/mcp-release-qa) | Skill | You are about to ship an MCP server and want to know it does what it claims. This runs a real session against it, compares what it actually… |
| [Foundry Hosted Agent CopilotKit](/app/foundry-hosted-agent-copilotkit) | Skill | You have a web app with a chat frontend talking to agents, and now you are in the ongoing work: adding tools, adding approvals, debugging,… |
| [Daily Focus Board](/app/daily-focus-board) | Skill | Some days the hardest part is deciding what to do and keeping hold of it. This is a personal day board in your browser that you steer by ta… |
| [SSMA Console](/app/ssma-console) | Skill | You need to get a database off Oracle and onto SQL Server, and the console tooling is not something you use every day. This walks through t… |
| [Desk Journal](/app/desk-journal) | Skill | Every new session starts cold and you have to remember what you were doing. A desk journal holds the thread: what was done, where things st… |
| [Pester Migration](/app/pester-migration) | Skill | You bumped Pester, and now a pile of PowerShell tests fail for reasons that have nothing to do with your code. This walks through what chan… |
| [Create a Workshop](/app/workshop-create) | Skill | You want to set up a workshop and you either already have a folder for it or you need somewhere new to put it. This handles both: it can us… |
| [Helidon Best Practices](/app/java-helidon) | Skill | You are building a Java service on Helidon 4 and are not sure which approach the framework expects. This gives you the recommended practice… |
| [Server-Side Conversion Tracking](/app/server-side-conversion-tracking) | Skill | Your ad dashboards show fewer purchases than your order system does, because browsers, blockers and phone settings drop the tracking. This… |
| [Pester Should - → Should- Migration](/app/pester-should-migration) | Skill | Your PowerShell tests use the older assertion style and the newer version wants a different one. This converts them across, for example tur… |
| [Markstream Install](/app/markstream-install) | Skill | You are building an app where Markdown text arrives a piece at a time and should appear as it comes. This walks you through installing and… |
| [Shopify Review Triage](/app/shopify-review-triage) | Skill | You have a stack of public reviews for your Shopify app and no clear sense of what is urgent versus noise. This sorts them into a ranked br… |
| [Oracle To Postgres Data Access](/app/migrating-oracle-to-postgres-data-access-code) | Skill | Your database is moving from Oracle to PostgreSQL, and the C# code that talks to it has to follow. This handles that application layer: rep… |
| [Scaling with a Sliding Time Window](/app/qdrant-sliding-time-window) | Skill | Your data keeps arriving and only the recent part is worth searching, but the old part is still sitting there. This covers sliding time win… |
| [What to Do When Scaling Multi-Tenant Qdrant](/app/qdrant-tenant-scaling) | Skill | You are running many customers on one Qdrant setup and it is starting to strain. This helps with multi-tenant scaling decisions: one collec… |
| [How to Diagnose Bad Search Quality](/app/qdrant-search-quality-diagnosis) | Skill | Search used to be fine and now it isn't, or it never was and you can't say why. This walks through diagnosing Qdrant search quality problem… |
| [Scaling for Query Volume](/app/qdrant-scaling-query-volume) | Skill | Sometimes a search matches so much that getting the results back is the hard part. This is guidance for Qdrant when result sets are large -… |
| [Scaling for Query Throughput (QPS)](/app/qdrant-scaling-qps) | Skill | Your search service is getting more traffic than it can answer, and you are not sure what to change. This walks through ways to raise how m… |
| [Scaling Data Volume](/app/qdrant-scaling-data-volume) | Skill | You have more data in Qdrant than your current setup comfortably holds, and it is still growing. This guides the decision about how to scal… |
| [How to Debug Qdrant with Metrics](/app/qdrant-monitoring-debugging) | Skill | Something in your Qdrant setup has gone wrong in production and the config has not changed. This uses metrics and observability tools to fi… |
| [Scaling for Query Latency](/app/qdrant-minimize-latency) | Skill | Searches in Qdrant are taking longer than you want, or most are fine but the slowest ones are bad. This guides you through reducing that la… |
| [Understanding memory usage](/app/qdrant-memory-usage-optimization) | Skill | Qdrant is using more memory than you expected, or a node has run out and crashed. This helps you find where the memory is going and reduce… |
| [Qdrant Indexing Performance](/app/qdrant-indexing-performance-optimization) | Skill | You loaded data into Qdrant and it is taking far longer than it should, or the data went in but search results are poor. This helps you fin… |
| [Qdrant Horizontal Scaling](/app/qdrant-horizontal-scaling) | Skill | Your data has grown past what your current setup holds, and you are not sure whether the answer is a bigger machine or more machines. This… |

## Links

- [github.com](https://github.com/about)
- [GitHub](https://github.com/github)

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Canonical URL: <https://airmarket.ai/@github>