| 8.2 | skills.sh | fluentui-blazor fluentui-blazor covers setup, service registration, component binding patterns, dialogs, toasts, icons, and theming for the fluent ui blazor library. emphasizes mandatory providers, correct list binding syntax, and js interop timing. |
| 8.2 | skills.sh | gtm-partnership-architecture gtm-partnership-architecture covers partner program design and scaling through seven core frameworks, including tiering models, crawl-walk-run validation phases, and leverage identification. grounded in hypergrowth platform experience. |
| 8.1 | skills.sh | gtm-positioning-strategy gtm-positioning-strategy teaches how to find and own defensible market positions through validated testing rather than internal consensus. it covers word choice psychology, phased rollout methodology, competitive audits, and defensibility assessment with concrete examples from enterprise ai products. |
| 7.9 | skills.sh | arize-link arize-link generates deep links into arize ui for traces, spans, sessions, datasets, and evaluators from provided resource ids and optional time windows. |
| 7.8 | skills.sh | azure-static-web-apps azure-static-web-apps covers local development, configuration, and deployment of static frontends with optional serverless backends using the swa cli. includes framework auto-detection, api runtime setup, github actions workflows, and troubleshooting for common deployment issues. |
| 7.8 | skills.sh | msstore-cli msstore-cli automates microsoft store publishing workflows via command-line interface. covers credential setup, app listing, submission management, package flights, and ci/cd integration across windows app sdk, uwp, maui, flutter, electron, react native, and pwa project types. |
| 7.6 | skills.sh | gtm-product-led-growth gtm-product-led-growth covers plg vs sales-led decision-making, activation optimization, channel economics tracking, and growth forecasting. provides frameworks for testing motions, mapping growth equations, and systematizing what works via playbook documentation. |
| 7.3 | skills.sh | snowflake-semanticview snowflake-semanticview handles creation and validation of snowflake semantic views via snow cli, with emphasis on star schema conformance, comment/synonym discovery, and mandatory validation before deployment. |
| 7.3 | skills.sh | nuget-manager nuget-manager provides structured workflows for adding, removing, and updating packages in .net projects using dotnet cli, with explicit rules against direct file editing and mandatory verification steps. |
| 7.2 | skills.sh | meeting-minutes meeting-minutes generates standardized internal meeting summaries with explicit decisions, action items (owner + due date), and parking lot tracking. output designed for rapid conversion to task trackers. |
| 7.2 | skills.sh | spring-boot-testing spring-boot-testing covers test slice selection, assertion patterns, and spring boot 4 specifics. provides decision trees and reference pointers but lacks detailed step-by-step execution guidance for common scenarios. |
| 7.2 | skills.sh | lsp-setup lsp-setup automates installation and configuration of language server protocol servers for the github copilot cli, detecting os and language, managing both user-level and repo-level config files with json validation. |
| 7.2 | skills.sh | gtm-developer-ecosystem gtm-developer-ecosystem covers ecosystem design decisions (open vs curated), developer journey mapping, community structures, and multi-year student programs. focuses on activation and production usage over vanity metrics. |
| 7.2 | skills.sh | eval-driven-dev eval-driven-dev establishes a pattern for testing python llm applications end-to-end by running real code paths with instrumented external data and real llm calls, scoring outputs via evaluators rather than assertions. |
| 7.2 | skills.sh | mentoring-juniors mentoring-juniors provides a structured socratic method for guiding junior developers and ai newcomers through problem-solving via questions rather than answers. covers fundamentals through security and includes copilot-assisted workflows, post-urgency debriefing, and concrete teaching techniques like rubber duck debugging and the five whys. |
| 7.2 | skills.sh | agentic-eval agentic-eval provides iterative refinement patterns for self-improving agent outputs, covering reflection loops, separate evaluator-optimizer components, and test-driven code generation with structured JSON parsing. |
| 7.1 | skills.sh | shuffle-json-data shuffle-json-data validates json schema consistency before randomizing object collections, supporting nested structures and property filtering via explicit variable overrides while rejecting unsafe mutations. |
| 6.9 | skills.sh | arize-evaluator arize-evaluator covers designing, creating, and running llm-as-judge evaluators on arize. focuses on troubleshooting via ax command failures and enforces credential hygiene through platform integrations rather than filesystem search. |
| 6.8 | skills.sh | java-mcp-server-generator java-mcp-server-generator provides boilerplate templates and code examples for bootstrapping mcp servers in java with maven or gradle, covering tools, resources, and prompts with reactive streams via project reactor. |
| 6.8 | skills.sh | prd prd skill guides users through structured discovery and drafting of product requirements documents with a defined schema and quality standards. emphasizes concrete measurable criteria and ai system evaluation but lacks explicit failure mode handling. |
| 6.8 | skills.sh | polyglot-test-agent polyglot-test-agent coordinates a multi-agent pipeline to generate unit tests across languages, handling research, planning, and implementation phases with incremental validation. covers happy paths, edge cases, and error handling through sequential agent execution. |
| 6.8 | skills.sh | sandbox-npm-install sandbox-npm-install handles npm package installation within docker containers, addressing virtiofs alignment failures on aarch64 by installing to local ext4 and symlinking back to the workspace. |
| 6.8 | skills.sh | rust-mcp-server-generator rust-mcp-server-generator scaffolds production rust mcp servers with configurable tools, prompts, resources, and transport layers. generates full project structure with cargo templates, handler implementations, and integration tests. |
| 6.8 | skills.sh | create-implementation-plan generates structured, machine-readable implementation plans with mandatory sections for requirements, phases, dependencies, testing, and risks. enforces strict template compliance via identifier prefixes for autonomous execution. |
| 6.8 | skills.sh | react18-enzyme-to-rtl react18-enzyme-to-rtl documents the philosophical shift from implementation-focused enzyme tests to behavior-driven react testing library patterns for react 18 projects, with concrete before-after examples. |
| 6.8 | skills.sh | migrating-oracle-to-postgres-stored-procedures migrating-oracle-to-postgres-stored-procedures translates oracle pl/sql procedures to postgresql pl/pgSQL by applying explicit syntax rules, preserving signatures and type-anchored parameters, and organizing output by package structure. |
| 6.8 | skills.sh | gen-specs-as-issues gen-specs-as-issues guides product managers through feature gap analysis, prioritization scoring, and structured specification writing to generate actionable github issues for development teams. |
| 6.5 | skills.sh | typescript-mcp-server-generator typescript-mcp-server-generator scaffolds a complete MCP server in TypeScript with tools, resources, and configurable transport (HTTP or stdio), including validation via zod and testing via MCP Inspector. |
| 6.4 | skills.sh | typespec-create-agent typespec-create-agent scaffolds microsoft 365 copilot agents with decorators, instructions, conversation starters, and capability bindings. generates syntactically valid typespec but lacks runtime validation and error handling guidance. |
| 6.3 | skills.sh | kotlin-mcp-server-generator kotlin-mcp-server-generator provides gradle-based templates for bootstrapping kotlin mcp servers with configured tools, serialization, and logging. templates are concrete but trigger phrases and failure handling are sparse. |
| 6.3 | skills.sh | refactor-method-complexity-reduce refactor-method-complexity-reduce guides extraction of helper methods to lower cognitive complexity. targets validation logic, type-specific processing, and nested conditionals. emphasizes incremental testing and verification of zero test failures. |
| 6.3 | skills.sh | salesforce-component-standards salesforce-component-standards outlines data access patterns and quality checks for lwc, aura, and visualforce artifacts. covers pattern selection rationale but lacks complete procedural depth and edge case handling. |
| 6.2 | skills.sh | phoenix-cli phoenix-cli wraps arize phoenix tracing and observability workflows, enabling agents to list traces/spans/sessions, annotate them with notes and labels, and execute open-coding and axial-coding annotation tasks at the trace, span, or session level. |
| 6.2 | skills.sh | git-flow-branch-creator automatically creates git flow branches (feature/release/hotfix) by analyzing staged and unstaged changes, generating semantic names, and branching from the correct source. |
| 6.2 | skills.sh | create-spring-boot-kotlin-project scaffolds a spring boot 3.4.5 kotlin project with webflux, r2dc, redis, and mongodb, bundled with docker compose services for local development and swagger/archunit tooling. |
| 6.2 | skills.sh | daily-prep daily-prep generates structured prep files for upcoming workdays by pulling calendar data, classifying meetings against an ideal day structure, detecting conflicts, and surfacing learning and deep work slots with actionable recommendations. |
| 6.2 | skills.sh | salesforce-apex-quality salesforce-apex-quality enforces bulk-safety patterns and security guardrails for apex development, covering governor limits, sharing rules, and crud/fls validation through code review checks and examples. |
| 6.2 | skills.sh | breakdown-epic-arch breakdown-epic-arch prompts an architect to generate a markdown specification from a product requirements document, covering system diagrams, feature lists, stack choices, and effort estimates. lacks concrete decision logic and failure recovery patterns. |
| 6.2 | skills.sh | breakdown-feature-prd breakdown-feature-prd converts epics into structured product requirements documents with standardized markdown sections, clarifying questions, and scope boundaries, but lacks actionable procedural detail and edge case handling. |
| 6.2 | skills.sh | webapp-testing webapp-testing provides playwright-based browser automation for local web app verification, including navigation, form interaction, screenshots, and console inspection. covers frontend testing but lacks structured decision logic. |
| 6.2 | skills.sh | openapi-to-application-code openapi-to-application-code generates scaffolded applications from openapi specs with layered architecture, test templates, and framework-specific conventions. output structure is clear but procedure lacks step sequencing and edge cases are underexplored. |
| 6.2 | skills.sh | transloadit-media-processing transloadit-media-processing orchestrates video, audio, image, and document transformations via transloadit's 86+ robots. supports hls encoding, thumbnails, resizing, watermarking, ocr, and multi-step pipelines with json-based step configuration. |
| 6.2 | skills.sh | java-springboot java-springboot covers project structure, dependency injection, configuration management, rest api design, service layer patterns, data access with jpa, logging, testing strategies, and security fundamentals for spring boot applications. |
| 6.1 | skills.sh | multi-stage-dockerfile multi-stage-dockerfile guides construction of optimized container images by separating build and runtime stages, minimizing final artifact size and attack surface through deliberate layering and base image selection. |
| 6.1 | skills.sh | scaffolding-oracle-to-postgres-migration-test-project scaffolding-oracle-to-postgres-migration-test-project creates a bare xunit test harness with transaction rollback and seed data infrastructure for validating oracle-to-postgresql migrations in .net codebases. |
| 6.1 | skills.sh | salesforce-flow-design salesforce-flow-design covers tool selection discipline and flow type decisions through decision trees, though procedural depth and failure mode coverage remain incomplete. |
| 6.1 | skills.sh | git-commit git-commit guides creation of conventional commit messages by analyzing diffs, determining type/scope, and executing commits with safety guardrails against secrets and force operations. |
| 5.9 | skills.sh | fabric-lakehouse fabric-lakehouse covers microsoft fabric lakehouse architecture, core components like delta tables and sql endpoints, data organization via schemas and files, security models, shortcuts for cross-source linking, and performance optimization techniques. |
| 5.9 | skills.sh | declarative-agents declarative-agents provides a structured kit for building microsoft 365 copilot agents across three workflows with typescript enforcement and schema validation, but lacks concrete actionable steps and failure mode coverage. |
| 5.9 | skills.sh | react18-batching-patterns react18-batching-patterns documents the automatic batching behavior shift in react 18 class components across async contexts, enabling diagnosis of stale state bugs via post-await state reads. |
| 5.9 | skills.sh | microsoft-skill-creator microsoft-skill-creator is a meta-skill for authoring Microsoft technology skills that combine local foundational content with dynamic Learn MCP lookups. it provides investigation phases, templates, and balance heuristics but lacks concrete trigger examples and error handling. |
| 5.9 | skills.sh | secret-scanning secret-scanning covers github credential detection, push protection, custom pattern definition, and alert triage. guides configuration at repository and organization scope with custom exclusion rules. |
| 5.8 | skills.sh | create-tldr-page create-tldr-page transforms documentation urls into concise command reference pages following tldr-pages project standards. requires both command name and upstream documentation url as inputs. |
| 5.8 | skills.sh | powerbi-modeling powerbi-modeling assists with semantic model design, dax measure creation, and relationship configuration against microsoft best practices. provides assessment checklists and optimization guidance but lacks concrete procedural depth. |
| 5.8 | skills.sh | fedora-linux-triage fedora-linux-triage provides step-by-step issue diagnosis using dnf, systemd, and journalctl with verification and rollback procedures. scope and depth depend on problem specificity. |
| 5.8 | skills.sh | flowstudio-power-automate-debug flowstudio-power-automate-debug provides an 8-step diagnostic workflow for identifying and remediating failures in power automate cloud flows via mcp server integration, with concrete examples covering expression errors, auth failures, and null handling. |
| 5.8 | skills.sh | dataverse-python-usecase-builder dataverse-python-usecase-builder provides a phased framework for analyzing requirements, designing data models, selecting operational patterns, and generating implementation templates for dataverse sdk solutions. covers crud, batch, queries, file ops, scheduling, and real-time integration patterns with architecture guidance. |
| 5.6 | skills.sh | aws-cdk-python-setup aws-cdk-python-setup covers baseline installation and project initialization for aws cdk development in python, including credential configuration, virtual environment setup, and core deployment commands. |
| 5.6 | skills.sh | codeql codeql covers workflow setup and cli usage for static analysis via github actions and standalone scanning. lacks procedural depth on common failure modes and remediation paths. |
| 5.5 | skills.sh | creating-oracle-to-postgres-master-migration-plan discovers projects in .net solutions, classifies each for oracle-to-postgresql migration eligibility, and generates a structured plan that downstream systems can consume. incomplete specification leaves classification logic and persistence mechanism undefined. |
| 5.5 | skills.sh | code-exemplars-blueprint-generator code-exemplars-blueprint-generator produces technology-aware prompts that instruct ai tools to scan codebases and extract high-quality code examples organized by language, layer, or pattern type. configurable depth and output format support multiple tech stacks. |
| 5.4 | skills.sh | generate-custom-instructions-from-codebase generates github copilot migration instructions by diffing project versions to extract transformation patterns, api changes, and architectural shifts into a structured markdown guide. |
| 5.4 | skills.sh | dotnet-timezone dotnet-timezone guides c# developers through timezone handling scenarios, covering conversion, dayligh saving time, and library selection (timezoninfo, nodatime, timezonconverter) with decision trees and code patterns. |
| 5.4 | skills.sh | gh-stack gh-stack manages stacked branches and pull requests via github cli, enabling layered feature development where each pr shows only its own diff. conceptually clear but operationally incomplete. |
| 5.3 | skills.sh | arize-ai-provider-integration arize-ai-provider-integration manages crud operations on llm provider credentials within arize accounts, supporting multiple auth types and provider backends used by evaluators and downstream features. |
| 5.3 | skills.sh | arize-annotation arize-annotation covers label schema configuration, human review workflows, and programmatic span annotation via the arize cli and python sdk. handles credential management through profiles and space resolution. |
| 5.3 | skills.sh | gtm-enterprise-account-planning gtm-enterprise-account-planning provides trigger-based guidance for structuring complex sales cycles and account qualification, but lacks detailed procedural steps and explicit failure mode handling. |
| 5.3 | skills.sh | breakdown-feature-implementation breakdown-feature-implementation is a prompt template for generating detailed feature plans within monorepo structures. it covers architecture, database design, api endpoints, and frontend component hierarchies using mermaid diagrams and typescript conventions. |
| 5.3 | skills.sh | csharp-async csharp-async collects naming, return type, and exception handling rules for async C#. covers pitfalls like void methods and blocking calls, but lacks concrete workflows or decision trees for practitioners. |
| 5.3 | skills.sh | cli-mastery cli-mastery routes github copilot cli queries to contextual reference materials and quiz/scenario modes. it covers slash commands and interactive training but lacks procedural clarity on content execution. |
| 5.3 | skills.sh | playwright-explore-website playwright-explore-website automates browser-based site exploration to document ui elements and user flows, then generates test cases. browser lifecycle is managed automatically. |
| 5.2 | skills.sh | power-platform-mcp-connector-suite power-platform-mcp-connector-suite provides templates and checklists for building custom connectors with mcp integration in copilot studio, but lacks concrete, step-by-step procedures and glosses over implementation complexity. |
| 5.2 | skills.sh | suggest-awesome-github-copilot-agents suggest-awesome-github-copilot-agents analyzes repository context and chat history to recommend github copilot custom agents from the awesome-copilot repo, comparing against local versions to flag outdated agents and coverage gaps. |
| 5.2 | skills.sh | breakdown-epic-pm breakdown-epic-pm prompts an llm to generate epic-level product requirement documents in markdown. the skill defines output structure, sections, and template context but lacks actionable procedure steps and failure recovery patterns. |
| 5.2 | skills.sh | unit-test-vue-pinia unit-test-vue-pinia covers creating and reviewing tests for vue 3 components, composables, and pinia stores using vitest. emphasizes behavior-first testing with narrow scope and observable assertions. |
| 5.2 | skills.sh | publish-to-pages publish-to-pages automates converting presentations and web content (pptx, pdf, html, google slides) to github pages. prerequisites and input detection described, but procedure and error handling are incomplete. |
| 5.2 | skills.sh | gtm-0-to-1-launch gtm-0-to-1-launch addresses product launch from concept to initial customer traction, emphasizing finding early adopters over publicity. the skill provides launch decision trees and diagnostic frameworks but lacks procedural depth. |
| 5.2 | skills.sh | structured-autonomy-generate structured-autonomy-generate accepts a plan.md file, researches the codebase once, then outputs step-by-step implementation documentation with complete code blocks ready for copy-paste execution. |
| 5.2 | skills.sh | tldr-prompt tldr-prompt transforms copilot customization files and mcp server docs into concise markdown summaries. handles multiple file types and urls with template-based output, workspace search fallback, and context-aware verbosity. |
| 5.1 | skills.sh | structured-autonomy-implement structured-autonomy-implement executes a provided implementation plan sequentially without deviation, validating progress against explicit steps and halting on stop signals. |
| 5.1 | skills.sh | csharp-tunit csharp-tunit covers project setup, test structure conventions, and basic tunit patterns for c# unit testing. guidance is incomplete and lacks concrete examples for data-driven tests despite claiming that focus. |
| 4.9 | skills.sh | microsoft-agent-framework microsoft-agent-framework covers language detection and routing between .net and python implementations, with heavy reliance on external documentation for actual implementation guidance. |
| 4.9 | skills.sh | finalize-agent-prompt finalize-agent-prompt refines prompt files by applying best-practice patterns and correcting style issues while preserving structure and intent. lacks concrete procedure definition and failure handling. |
| 4.8 | skills.sh | threat-model-analyst threat-model-analyst applies stride-a threat modeling and zero trust analysis to security audits, but procedure steps lack concrete outputs and decision criteria remain underspecified. |
| 4.8 | skills.sh | react19-concurrent-patterns react19-concurrent-patterns documents which React 18 concurrent APIs remain unchanged in React 19 and defers adoption of new apis (use, useOptimistic, useActionState) to post-migration cleanup phases. |
| 4.8 | skills.sh | react18-string-refs react18-string-refs maps deprecated string ref patterns to createRef() and callback alternatives, covering single refs, lists, forwarding, with a grep scan command for detection. |
| 4.8 | skills.sh | agent-supply-chain agent-supply-chain generates and verifies integrity manifests for ai agent plugins using sha-256 hashing and provenance tracking to detect tampering and enforce version pinning. |
| 4.8 | skills.sh | nano-banana-pro-openrouter nano-banana-pro-openrouter wraps gemini-3-pro-image-preview via openrouter for image generation and editing. covers prompt-only workflows and image modifications but lacks completeness in the documented procedure. |
| 4.5 | skills.sh | azure-architecture-autopilot azure-architecture-autopilot generates interactive azure infrastructure diagrams from natural language and analyzes existing resources. includes bundled python scripts for icon rendering without external dependencies. language auto-detection mirrors user input across all interactions. |
| 4.5 | skills.sh | react19-source-patterns react19-source-patterns catalogs api surface changes and ref patterns for migrating react codebases to version 19, organized as a lookup table with reference links. |
| 4.4 | skills.sh | kotlin-springboot kotlin-springboot covers foundational setup and dependency patterns for spring boot projects in kotlin, but lacks depth on testing, error handling, data access patterns, and deployment considerations needed for production guidance. |
| 4.3 | skills.sh | comment-code-generate-a-tutorial comment-code-generate-a-tutorial refactors python scripts for beginners by applying pep 8 standards, inserting pedagogical comments, and generating markdown tutorials with setup and usage examples. |
| 4.3 | skills.sh | react-audit-grep-patterns skeleton documentation for grep-based react upgrade audits that delegates actual procedures to external reference files, offering pattern names without actionable steps or failure recovery guidance. |
| 4.2 | skills.sh | automate-this extracts frames and audio from screen recordings to reverse-engineer manual workflows into automation scripts, contingent on ffmpeg and optional whisper availability. |
| 4.2 | skills.sh | napkin napkin opens a browser whiteboard for sketching and sticky notes. the copilot agent analyzes drawings and json snapshots, returning conversational feedback aimed at non-technical users like lawyers and pms. |
| 4.2 | skills.sh | game-engine web-based game engine skill covering html5 canvas, webgl, and javascript. provides starter templates and framework guidance for 2d and 3d game development but lacks step-by-step procedures. |
| 4.2 | skills.sh | my-issues my-issues queries a github repository for issues assigned to the user and ranks them by age, comment count, and status to surface actionable priorities. |
| 4.2 | skills.sh | roundup-setup roundup-setup guides users through a conversational onboarding to define their communication style and data sources, then outputs a configuration file for the roundup plugin to generate briefings. |
| 4.2 | skills.sh | documentation-writer documentation-writer applies diataxis framework principles to guide creation of tutorials, how-to guides, reference, and explanation documents. requires clarification phase before outlining and content generation. |
| 4.2 | skills.sh | react18-dep-compatibility react18-dep-compatibility presents a version matrix for react 18.3.1 and 19, listing minimum dependency pins but lacks actionable decision logic, failure recovery steps, or complete package coverage. |
| 4.2 | skills.sh | aspire aspire provides code-first orchestration for polyglot distributed apps with 144+ integrations, automatic service discovery, and a dashboard for observability. covers cli operations, deployment, and ai-assistant querying via mcp server. |
| 4.2 | skills.sh | architecture-blueprint-generator architecture-blueprint-generator produces templated markdown documentation by analyzing codebase patterns and technology stacks. covers architectural detection, component mapping, cross-cutting concerns, and deployment patterns across multiple tech stacks with configurable detail levels. |
| 4.1 | skills.sh | semantic-kernel semantic-kernel guides developers on conditional language selection (.net vs python) and directs them to external documentation, but lacks concrete procedural steps, decision logic, or failure-mode handling. |
| 3.9 | skills.sh | flowstudio-power-automate-monitoring flowstudio-power-automate-monitoring claims to monitor flow health and track failure rates via cached metadata, but lacks actionable procedure details or concrete implementation guidance. |
| 3.8 | skills.sh | geofeed-tuner geofeed-tuner validates and improves csv-formatted ip geolocation feeds against rfc 8805, targeting network operators and isp infrastructure teams who publish public routing data. |
| 3.8 | skills.sh | suggest-awesome-github-copilot-skills suggest-awesome-github-copilot-skills recommends missing copilot skills from the awesome-copilot repository by analyzing repo context and chat history, filtering out duplicates. |
| 3.2 | skills.sh | cloud-design-patterns cloud-design-patterns is a reference document on distributed system architecture principles. it catalogs 42 vendor-agnostic patterns for reliability, performance, and security but lacks actionable procedures or decision workflows. |
| 3.2 | skills.sh | structured-autonomy-plan structured-autonomy-plan instructs a planning agent to decompose development requests into commit-sized steps via guided research, but lacks concrete trigger conditions, failure modes, and outcome validation. |
| — | skills.sh | draw-io-diagram-generator Use when creating, editing, or generating draw.io diagram files (.drawio, .drawio.svg, .drawio.png). Covers mxGraph XML authoring, shape libraries, style… |
| — | skills.sh | gsap-framer-scroll-animation Use this skill whenever the user wants to build scroll animations, scroll effects, parallax, scroll-triggered reveals, pinned sections, horizontal scroll, text… |
| — | skills.sh | autoresearch Autonomous iterative experimentation loop for any programming task. Guides the user through defining goals, measurable metrics, and scope constraints, then… |
| — | skills.sh | premium-frontend-ui A comprehensive guide for GitHub Copilot to craft immersive, high-performance web experiences with advanced motion, typography, and architectural craftsmanship. |
| — | skills.sh | dependabot Comprehensive guide for configuring and managing GitHub Dependabot. Use this skill when users ask about creating or optimizing dependabot.yml files, managing… |
| — | skills.sh | security-review AI-powered codebase security scanner that reasons about code like a security researcher — tracing data flows, understanding component interactions, and… |
| — | skills.sh | copilot-spaces Use Copilot Spaces to provide project-specific context to conversations. Use this skill when users mention a "Copilot space", want to load context from a… |
| — | skills.sh | winui3-migration-guide UWP-to-WinUI 3 migration reference. Maps legacy UWP APIs to correct Windows App SDK equivalents with before/after code snippets. Covers namespace changes,… |
| — | skills.sh | import-infrastructure-as-code Import existing Azure resources into Terraform using Azure CLI discovery and Azure Verified Modules (AVM). Use when asked to reverse-engineer live Azure… |
| — | skills.sh | suggest-awesome-github-copilot-prompts Suggest relevant GitHub Copilot prompt files from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with… |
| — | skills.sh | update-oo-component-documentation Update existing object-oriented component documentation following industry best practices and architectural documentation standards. |
| — | skills.sh | create-oo-component-documentation Create comprehensive, standardized documentation for object-oriented components following industry best practices and architectural documentation standards. |
| — | skills.sh | datanalysis-credit-risk Credit risk data cleaning and variable screening pipeline for pre-loan modeling. Use when working with raw credit data that needs quality assessment, missing… |
| — | skills.sh | ruby-mcp-server-generator Generate a complete Model Context Protocol server project in Ruby using the official MCP Ruby SDK gem. |
| — | skills.sh | entra-agent-user Create Agent Users in Microsoft Entra ID from Agent Identities, enabling AI agents to act as digital workers with user identity capabilities in Microsoft 365… |
| — | skills.sh | azure-resource-health-diagnose Analyze Azure resource health, diagnose issues from logs and telemetry, and create a remediation plan for identified problems. |
| — | skills.sh | mcp-copilot-studio-server-generator Generate a complete MCP server implementation optimized for Copilot Studio integration with proper schema constraints and streamable HTTP support |
| — | skills.sh | java-add-graalvm-native-image-support GraalVM Native Image expert that adds native image support to Java applications, builds the project, analyzes build errors, applies fixes, and iterates until… |
| — | skills.sh | bigquery-pipeline-audit Audits Python + BigQuery pipelines for cost safety, idempotency, and production readiness. Returns a structured report with exact patch locations. |
| — | skills.sh | swift-mcp-server-generator Generate a complete Model Context Protocol server project in Swift using the official MCP Swift SDK package. |
| — | skills.sh | copilot-cli-quickstart Use this skill when someone wants to learn GitHub Copilot CLI from scratch. Offers interactive step-by-step tutorials with separate Developer and Non-Developer… |
| — | skills.sh | mkdocs-translations Generate a language translation for a mkdocs documentation stack. |
| — | skills.sh | php-mcp-server-generator Generate a complete PHP Model Context Protocol server project with tools, resources, prompts, and tests using the official PHP SDK |
| — | skills.sh | mcp-deploy-manage-agents Skill converted from mcp-deploy-manage-agents.prompt.md |
| — | skills.sh | legacy-circuit-mockups Generate breadboard circuit mockups and visual diagrams using HTML5 Canvas drawing techniques. Use when asked to create circuit layouts, visualize electronic… |
| — | skills.sh | create-github-issue-feature-from-specification Create GitHub Issue for feature request from specification file using feature_request.yml template. |
| — | skills.sh | csharp-nunit Get best practices for NUnit unit testing, including data-driven tests |
| — | skills.sh | convert-plaintext-to-md Convert a text-based document to markdown following instructions from prompt, or if a documented option is passed, follow the instructions for that option. |
| — | skills.sh | create-technical-spike Create time-boxed technical spike documents for researching and resolving critical development decisions before implementation. |
| — | skills.sh | debian-linux-triage Triage and resolve Debian Linux issues with apt, systemd, and AppArmor-aware guidance. |
| — | skills.sh | finnish-humanizer Detect and remove AI-generated markers from Finnish text, making it sound like a native Finnish speaker wrote it. Use when asked to "humanize", "naturalize",… |
| — | skills.sh | breakdown-test Test Planning and Quality Assurance prompt that generates comprehensive test strategies, task breakdowns, and quality validation plans for GitHub projects. |
| — | skills.sh | dataverse-python-advanced-patterns Generate production code for Dataverse SDK using advanced patterns, error handling, and optimization techniques. |
| — | skills.sh | folder-structure-blueprint-generator Comprehensive technology-agnostic prompt for analyzing and documenting project folder structures. Auto-detects project types (.NET, Java, React, Angular,… |
| — | skills.sh | dotnet-upgrade Ready-to-use prompts for comprehensive .NET framework upgrade analysis and execution |
| — | skills.sh | copilot-sdk Build agentic applications with GitHub Copilot SDK. Use when embedding AI agents in apps, creating custom tools, implementing streaming responses, managing… |
| — | skills.sh | agent-governance Patterns and techniques for adding governance, safety, and trust controls to AI agent systems. Use this skill when:
- Building AI agents that call external… |
| — | skills.sh | devops-rollout-plan Generate comprehensive rollout plans with preflight checks, step-by-step deployment, verification signals, rollback procedures, and communication plans for… |
| — | skills.sh | context-map Generate a map of all files relevant to a task before making changes |
| — | skills.sh | plantuml-ascii Generate ASCII art diagrams using PlantUML text mode. Use when user asks to create ASCII diagrams, text-based diagrams, terminal-friendly diagrams, or mentions… |
| — | skills.sh | appinsights-instrumentation Instrument a webapp to send useful telemetry data to Azure App Insights |
| — | skills.sh | azure-deployment-preflight Performs comprehensive preflight validation of Bicep deployments to Azure, including template syntax validation, what-if analysis, and permission checks. Use… |
| — | skills.sh | mcp-cli Interface for MCP (Model Context Protocol) servers via CLI. Use when you need to interact with external tools, APIs, or data sources through MCP servers, list… |
| — | skills.sh | create-architectural-decision-record Create an Architectural Decision Record (ADR) document for AI-optimized decision documentation. |
| — | skills.sh | scoutqa-test This skill should be used when the user asks to "test this website", "run exploratory testing", "check for accessibility issues", "verify the login flow… |
| — | skills.sh | pdftk-server Skill for using the command-line tool pdftk (PDFtk Server) for working with PDF files. Use when asked to merge PDFs, split PDFs, rotate pages, encrypt or… |
| — | skills.sh | python-mcp-server-generator Generate a complete MCP server project in Python with tools, resources, and proper configuration |
| — | skills.sh | java-docs Ensure that Java types are documented with Javadoc comments and follow best practices for documentation. |
| — | skills.sh | java-junit Get best practices for JUnit 5 unit testing, including data-driven tests |
| — | skills.sh | playwright-automation-fill-in-form Automate filling in a form using Playwright MCP |
| — | skills.sh | web-design-reviewer This skill enables visual inspection of websites running locally or remotely to identify and fix design issues. Triggers on requests like "review website… |
| — | skills.sh | memory-merger Merges mature lessons from a domain memory file into its instruction file. Syntax: `/memory-merger >domain [scope]` where scope is `global` (default), `user`,… |
| — | skills.sh | microsoft-docs Query official Microsoft documentation to find concepts, tutorials, and code examples across Azure, .NET, Agent Framework, Aspire, VS Code, GitHub, and more.… |
| — | skills.sh | dotnet-best-practices Ensure .NET/C# code meets best practices for the solution/project. |
| — | skills.sh | refactor Surgical code refactoring to improve maintainability without changing behavior. Covers extracting functions, renaming variables, breaking down god functions,… |
| — | skills.sh | excalidraw-diagram-generator Generate Excalidraw diagrams from natural language descriptions. Use when asked to "create a diagram", "make a flowchart", "visualize a process", "draw a… |
| — | skills.sh | flowstudio-power-automate-build Build, scaffold, and deploy Power Automate cloud flows using the FlowStudio MCP server. Your agent constructs flow definitions, wires connections, deploys, and… |
| — | skills.sh | reviewing-oracle-to-postgres-migration Identifies Oracle-to-PostgreSQL migration risks by cross-referencing code against known behavioral differences (empty strings, refcursors, type coercion,… |
| — | skills.sh | creating-oracle-to-postgres-migration-integration-tests Creates integration test cases for .NET data access artifacts during Oracle-to-PostgreSQL database migrations. Generates DB-agnostic xUnit tests with… |
| — | skills.sh | creating-oracle-to-postgres-migration-bug-report Creates structured bug reports for defects found during Oracle-to-PostgreSQL migration. Use when documenting behavioral differences between Oracle and… |
| — | skills.sh | oo-component-documentation Create or update standardized object-oriented component documentation using a shared template plus mode-specific guidance for new and existing docs. |
| — | skills.sh | planning-oracle-to-postgres-migration-integration-testing Creates an integration testing plan for .NET data access artifacts during Oracle-to-PostgreSQL database migrations. Analyzes a single project to identify… |
| — | skills.sh | onboard-context-matic onboard-context-matic — an installable skill for AI agents, published by github/awesome-copilot. |
| — | skills.sh | phoenix-evals phoenix-evals — an installable skill for AI agents, published by github/awesome-copilot. |
| — | skills.sh | phoenix-tracing phoenix-tracing — an installable skill for AI agents, published by github/awesome-copilot. |
| — | skills.sh | arize-trace arize-trace — an installable skill for AI agents, published by github/awesome-copilot. |
| — | skills.sh | arize-experiment arize-experiment — an installable skill for AI agents, published by github/awesome-copilot. |
| — | skills.sh | arize-dataset arize-dataset — an installable skill for AI agents, published by github/awesome-copilot. |
| — | skills.sh | arize-instrumentation arize-instrumentation — an installable skill for AI agents, published by github/awesome-copilot. |
| — | skills.sh | integrate-context-matic integrate-context-matic — an installable skill for AI agents, published by github/awesome-copilot. |
| — | skills.sh | arize-prompt-optimization arize-prompt-optimization — an installable skill for AI agents, published by github/awesome-copilot. |
| — | skills.sh | ruff-recursive-fix ruff-recursive-fix — an installable skill for AI agents, published by github/awesome-copilot. |
| — | skills.sh | email-drafter email-drafter — an installable skill for AI agents, published by github/awesome-copilot. |
| — | skills.sh | roundup roundup — an installable skill for AI agents, published by github/awesome-copilot. |
| — | skills.sh | gdpr-compliant gdpr-compliant — an installable skill for AI agents, published by github/awesome-copilot. |
| — | skills.sh | quality-playbook quality-playbook — an installable skill for AI agents, published by github/awesome-copilot. |
| — | skills.sh | gtm-operating-cadence gtm-operating-cadence — an installable skill for AI agents, published by github/awesome-copilot. |
| — | skills.sh | gtm-board-and-investor-communication gtm-board-and-investor-communication — an installable skill for AI agents, published by github/awesome-copilot. |
| — | skills.sh | gtm-enterprise-onboarding gtm-enterprise-onboarding — an installable skill for AI agents, published by github/awesome-copilot. |
| — | skills.sh | gtm-technical-product-pricing gtm-technical-product-pricing — an installable skill for AI agents, published by github/awesome-copilot. |
| — | skills.sh | gtm-ai-gtm gtm-ai-gtm — an installable skill for AI agents, published by github/awesome-copilot. |
| — | skills.sh | agent-owasp-compliance | |
| — | skills.sh | react18-legacy-context Provides the complete migration pattern for React legacy context API (contextTypes, childContextTypes, getChildContext) to the modern createContext API. Use… |
| — | skills.sh | mcp-security-audit | |
| — | skills.sh | react19-test-patterns Provides before/after patterns for migrating test files to React 19 compatibility, including act() imports, Simulate removal, and StrictMode call count changes. |
| — | skills.sh | flowstudio-power-automate-governance >- |
| — | skills.sh | python-pypi-package-builder End-to-end skill for building, testing, linting, versioning, and publishing a production-grade Python library to PyPI. Covers all four build backends… |
| — | skills.sh | from-the-other-side-vega Patterns and lived experience from Vega, an AI partner in a deep long-term partnership. For Ember to draw on when working with humans who are building… |
| — | skills.sh | code-tour > |
| — | skills.sh | react18-lifecycle-patterns Provides exact before/after migration patterns for the three unsafe class component lifecycle methods - componentWillMount, componentWillReceiveProps, and… |
| — | skills.sh | freecad-scripts Expert skill for writing FreeCAD Python scripts, macros, and automation. Use when asked to create FreeCAD models, parametric objects, Part/Mesh/Sketcher… |
| — | skills.sh | acquire-codebase-knowledge Use this skill when the user explicitly asks to map, document, or onboard into an existing codebase. Trigger for prompts like "map this codebase", "document… |