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paulasilvatech

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1. ▌
   Legacy Circuit Mockups 2 · paulasilvatech bundle

   Generates breadboard circuit mockups and visual electronics diagrams with HTML5 Canvas conventions for retro computers, 6502 builds, 555 timer circuits, EEPROM/RAM/VIA wiring, 7400-series logic, LEDs, resistors, capacitors, switches, and wires. Use this skill when asked to create circuit layouts, visualize component placement, draw breadboard diagrams, mock up vintage electronics, or design Ben Eater-style projects.
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   Make Repo Contribution 2 · paulasilvatech bundle

   Follow repository contribution guidance safely before creating issues, branches, commits, pushes, or pull requests. Use when the user asks for contribution guidelines, issue creation, commit messages, pushing code, PR creation, or repository-specific contribution workflow.
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   Multi Stage Dockerfile 2 · paulasilvatech

   Create or improve optimized multi-stage Dockerfiles with builder, dependency, test, and runtime stages. Use when the user asks for a multi-stage structure, smaller image, secure runtime image, Docker layer cache improvements, non-root container, .dockerignore, HEALTHCHECK, or Dockerfile best practices.
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   Mvvm Toolkit Messenger 2 · paulasilvatech bundle

   Configure CommunityToolkit.Mvvm Messenger pub/sub for decoupled ViewModel communication. Use this skill when users ask to send messages between ViewModels, choose WeakReferenceMessenger vs StrongReferenceMessenger, use IRecipient<TMessage>, RequestMessage<T>, AsyncRequestMessage<T>, CollectionRequestMessage<T>, ValueChangedMessage<T>, channel tokens, or ObservableRecipient activation in WPF, WinUI 3, .NET MAUI, Uno, or Avalonia.
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   Next Intl Add Language 2 · paulasilvatech

   Add a new locale to a Next.js application that uses next-intl, including message JSON, routing, middleware, and the language toggle UI. Use this skill when the user asks to add a language, locale, translation file, next-intl routing entry, or language selector option.
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6. ▌
   Postgresql Code Review 3 · paulasilvatech

   Review existing PostgreSQL SQL, schema, migrations, functions, triggers, indexes, JSONB, arrays, custom types, domains, extensions, privileges, and Row Level Security for PostgreSQL-specific anti-patterns. Use when asked to audit or critique PostgreSQL code, database migrations, PL/pgSQL, RLS policies, or schema design.
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   Qdrant Model Migration 2 · paulasilvatech

   Plan zero-downtime embedding model migrations in Qdrant with aliases, re-embedding, side-by-side collections, hybrid dense/sparse search, and bulk upload tuning. Use when switching embedding models, changing vector dimensions or providers, upgrading to hybrid search, re-embedding data, or A/B testing models.
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   Qdrant Version Upgrade 2 · paulasilvatech

   Plan Qdrant server, SDK, storage, cluster, rolling, and Qdrant Cloud upgrades without interrupting availability or risking data integrity. Use this skill when the user asks how to upgrade Qdrant, move between minor versions, match SDK and server versions, perform a rolling upgrade, or use qcloud for Qdrant Cloud upgrades.
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9. ▌
   React18 Legacy Context 2 · paulasilvatech bundle

   Migrate React legacy context API usage from contextTypes, childContextTypes, and getChildContext to modern createContext. Use this skill when touching legacy context in class or function components because provider and every consumer must be updated together to avoid React 18 warnings and React 19 runtime failures.
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10. ▌
    Salesforce Flow Design 2 · paulasilvatech

    Salesforce Flow architecture decisions, flow type selection, bulk safety validation, fault handling, automation density, Screen Flow UX, and deployment safety. Use this skill when designing or reviewing Record-Triggered, Screen, Autolaunched, Scheduled, or Platform Event flows before activation or deployment.
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11. ▌
    Snowflake Semanticview 2 · paulasilvatech

    Create, alter, validate, and troubleshoot Snowflake semantic views with Snowflake CLI. Use this skill when asked to build semantic layer DDL, validate CREATE SEMANTIC VIEW or ALTER SEMANTIC VIEW statements, add synonyms and comments, query SEMANTIC_VIEW output, or set up snow connections.
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12. ▌
    System Commandline CLI 2 · paulasilvatech

    Add, modify, or review .NET CLI commands built with System.CommandLine by applying project command-base conventions, options and arguments, SetAction handlers, RootCommand registration, global options, dependency injection, validation, naming, and destructive-operation confirmation. Use when the user mentions System.CommandLine, CommandBase, ParseResult, SetAction, RootCommand, subcommands, or asks to add a CLI verb.
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    Winui3 Migration Guide 2 · paulasilvatech

    Maps UWP APIs and patterns to WinUI 3 and Windows App SDK equivalents with migration rules for namespaces, threading, windowing, dialogs, pickers, sharing, printing, background tasks, settings, tests, and common GitHub Copilot mistakes. Use this skill when migrating UWP apps to WinUI 3, reviewing generated WinUI 3 code, replacing Windows.UI.Xaml, CoreDispatcher, CoreWindow, MessageDialog, or GetForCurrentView patterns.
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    Anti UI Slop 3 · paulasilvatech

    Prevent generic web and iOS interfaces by extracting product-specific design decisions from repository evidence and UIZZE's public catalogue of 800,000+ real web and iOS screens. Use this skill when building, refactoring, or reviewing UI, when asked to browse https://uizze.com before choosing a layout, or when the user wants a hard finish gate against interchangeable dashboard cards, filler metrics, vague headings, and generic calls to action.
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    Apple Appstore Reviewer 2 · paulasilvatech

    Review an iOS app codebase and metadata for likely Apple App Store rejection risks, compliance gaps, reviewer friction, and fast approval improvements. Use when asked to "review for App Store rejection", "check Apple review readiness", "audit IAP and privacy", "write reviewer notes", or "find App Store approval risks".
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16. ▌
    Bigquery Pipeline Audit 2 · paulasilvatech

    Audit Python and BigQuery pipeline scripts for cost exposure, dry-run safety, bounded backfills, query pruning, idempotent writes, and observability. Use this skill when reviewing client.query, load_table_from_*, extract_table, copy_table, DDL/DML query jobs, external API calls, LLM calls, or storage writes before production use.
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17. ▌
    Containerize Aspnetcore 2 · paulasilvatech

    Containerize an ASP.NET Core project for a Linux Docker container by creating a multi-stage Dockerfile, .dockerignore, optional health check, environment-variable configuration, and build verification. Use this skill when asked to dockerize, containerize, or create Docker assets for an ASP.NET Core or .NET web project.
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18. ▌
    Convert Plaintext To Md 2 · paulasilvatech

    Convert plaintext or generic text documentation into well-structured Markdown while preserving source content and applying explicit instructions, documented options, or a converted guide file. Use when asked to convert a file to Markdown, finalize Markdown formatting, apply header patterns, use a guide document, or target GitHub, StackOverflow, VS Code, GitLab, or CommonMark rendering.
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19. ▌
    Datanalysis Credit Risk 2 · paulasilvatech bundle

    Run and explain a credit risk data cleaning and variable screening pipeline for pre-loan modeling, including missing value analysis, abnormal period filtering, high-missing removal, low-IV filtering, high-PSI filtering, Null Importance denoising, high-correlation removal, organization-level analysis, OOS separation, and Excel report generation. Use this skill when working on credit risk data cleaning, variable screening, and pre-loan modeling preprocessing.
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20. ▌
    Git Flow Branch Creator 2 · paulasilvatech

    Analyze git status and diffs, classify work using the nvie Git Flow branching model, generate a semantic branch name, and create the branch from the correct source branch. Use this skill when the user asks to start a feature, bugfix, release, hotfix, or support branch, create a Git Flow branch, or choose a branch name from current changes.
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21. ▌
    Go MCP Server Generator 2 · paulasilvatech

    Generate a complete Go Model Context Protocol server project using github.com/modelcontextprotocol/go-sdk with module layout, typed tools, resources, config, graceful shutdown, tests, and README. Use when the user asks for a Go MCP server project generator, Go MCP tools, stdio transport, or a production-ready MCP server scaffold.
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22. ▌
    Gtm Developer Ecosystem 2 · paulasilvatech

    Build and scale developer-led adoption through ecosystem programs. Use when deciding open vs curated ecosystems, building developer programs, scaling platform adoption, or designing student program pipelines.
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23. ▌
    Integrate Context Matic 2 · paulasilvatech

    Discover and integrate third-party APIs with the context-matic MCP server using fetch_api, ask, model_search, endpoint_search, add_guidelines, add_skills, and update_activity. Use this skill when the user asks to integrate a third-party API, add an API client or SDK, implement features with an external API, or work with PayPal, Twilio, or another third-party API.
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24. ▌
    Linkedin Post Formatter 2 · paulasilvatech bundle

    Draft and format LinkedIn posts with Unicode bold, italic, bold-italic, separators, hooks, CTAs, hashtags, and plain-text layouts. Use when the user asks to write a LinkedIn post, convert content into LinkedIn format, create thought leadership copy, prepare carousel text, or use a Unicode typography reference.
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25. ▌
    Microsoft Skill Creator 2 · paulasilvatech bundle

    Create hybrid GitHub Copilot skills for Microsoft technologies using Microsoft Learn MCP tools or the mslearn CLI. Use this skill when the user asks to create a skill for Azure, .NET, Microsoft 365, VS Code, Bicep, Semantic Kernel, a Microsoft SDK, an Azure service, a framework, or a Microsoft REST API.
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26. ▌
    Natural Adabas Analysis 2 · paulasilvatech

    Analyze Software AG Natural programs, maps, data areas, copycodes, JCL, Adabas DDMs, FDTs, descriptors, MU/PE fields, and call or data dependencies with source citations. Use when reading or inventorying a Natural/Adabas legacy system before modernization.
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27. ▌
    Pester Should Migration 2 · paulasilvatech bundle

    Convert classic Pester v5 `Should -...` assertions to Pester v6 `Should-*` assertion commands while preserving behavior. Use when asked to migrate, convert, rewrite, or modernize `Should -Be`, `Should -Not -Be`, `Should -Throw`, `Should -Invoke`, or other assertions in .Tests.ps1 and PowerShell files.
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28. ▌
    Postgresql Optimization 2 · paulasilvatech

    Design, tune, and modernize PostgreSQL SQL, schemas, indexes, functions, and maintenance workflows using PostgreSQL-specific capabilities. Use this skill when the user asks for PostgreSQL optimization, query tuning, JSONB or array design, EXPLAIN ANALYZE interpretation, index strategy, full-text search, custom types, range/geometric types, pg_stat_statements, VACUUM, ANALYZE, partitioning, or secure parameterized database development.
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29. ▌
    React19 Source Patterns 2 · paulasilvatech bundle

    Apply React 19 source-file migration patterns for root APIs, hydration, unmounting, findDOMNode, forwardRef, defaultProps, useRef initial values, legacy context, string refs, propTypes comments, and unused React imports. Use this skill when fixing React 19 source migration issues.
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30. ▌
    Salesforce Apex Quality 2 · paulasilvatech

    Review or generate Salesforce Apex classes, triggers, handlers, batch jobs, and test classes with quality guardrails for bulk safety, explicit sharing, CRUD/FLS enforcement, SOQL injection prevention, PNB tests, trigger architecture, and modern Apex idioms. Use when asked to catch governor limit risks, security gaps, and Apex deployment quality issues.
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31. ▌
    Typespec API Operations 2 · paulasilvatech

    Add RESTful GET, POST, PATCH, and DELETE operations to a TypeSpec API plugin for Microsoft 365 plugin for GitHub Copilot with routing, parameters, models, confirmations, adaptive cards, and testing prompts. Use when asked to add TypeSpec API operations, CRUD endpoints, @route/@get/@post/@patch/@delete handlers, or GitHub Copilot plugin actions.
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32. ▌
    Vscode Ext Localization 2 · paulasilvatech

    Localize VS Code extensions across package.json contributions, walkthrough markdown, and user-facing JavaScript/TypeScript strings using VS Code l10n conventions. Use when adding or updating localized settings, commands, menus, views, walkthroughs, messages, or string resources shown to extension users.
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33. ▌
    Arize Link 3 · paulasilvatech bundle

    Generate Arize UI deep links for traces, spans, sessions, datasets, labeling queues, evaluators, and annotation configs using base64 org and space IDs, resource IDs, and trace/session time windows. Use when the user wants to link to, open, share, or debug an Arize trace, span, session, dataset, queue, evaluator, or annotation config.
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34. ▌
    Noob Mode 3 · paulasilvatech bundle

    Translate GitHub Copilot CLI approvals, command output, errors, jargon, and completion summaries into plain English for non-technical users. Use this skill when the user says "turn on noob mode", asks for jargon-free explanations, wants risk explained before actions, or needs terminal output translated.
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35. ▌
    Phoenix CLI 3 · paulasilvatech bundle

    Debug LLM applications using the Phoenix CLI. Fetch traces, analyze errors, structure trace review with open coding and axial coding, inspect datasets, review experiments, query annotation configs, and use the GraphQL API. Use when the user is analyzing traces or spans, investigating LLM/agent failures, deciding what to do after instrumenting an app, building failure taxonomies, choosing what evals to write, or asking "what's going wrong", "what kinds of mistakes", or "where do I focus" — even without naming a technique.
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36. ▌
    Add Educational Comments 2 · paulasilvatech

    Add educational comments to existing code files while preserving encoding, line endings, indentation, syntax, and build correctness. Use this skill when the user asks to annotate a file for learning, add teaching comments, explain code inline, adjust comment detail or repetitiveness, or use Line Number Referencing.
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37. ▌
    Azure Airunway Aks Setup 2 · paulasilvatech bundle

    Set up AI Runway on AKS from a bare cluster to a running model, covering cluster verification, controller install, GPU assessment, provider setup, and the first deployment. Use when the user asks to set up or install AI Runway, onboard an AKS cluster, run AI Runway setup, deploy a model to AKS, enable GPU inference on AKS, configure KAITO on AKS, run an LLM or vLLM on AKS, set up model serving on AKS, or work with the AI Runway controller.
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38. ▌
    Azure App Onboard Prereq 2 · paulasilvatech bundle

    Assess whether source code is ready to deploy to Azure before any infrastructure work, evaluating build health, app completeness, dependencies and local services, stack compatibility, and deployment feasibility. Use when the user asks to evaluate a repository, check whether an app is ready or deployable to Azure, find deployment blockers, confirm dependency compatibility, ask whether Azure supports a framework, check whether a Dockerfile is needed, or determine what must change before deploying.
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39. ▌
    Backstage Plugin Builder 2 · paulasilvatech bundle

    Plan, architect, scaffold, validate, and prepare custom Backstage plugins and modules using official Backstage documentation. Use when the user asks for new, legacy, or dual frontend plugins, backend plugins, backend modules, catalog processors, entity providers, scaffolder actions, search collators, auth providers, permission policies, TechDocs addons, common packages, node packages, plugin ADRs, architecture, validation, or community publication preparation.
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40. ▌
    Copilot Plugin Authoring 2 · paulasilvatech

    Create, migrate, audit, and validate flat GitHub Copilot plugins and marketplaces with direct agents, skills, hooks, extensions, MCP configuration, canonical source ownership, and isolated runtime tests. Use when adding a plugin, repairing a manifest, packaging existing primitives, or refreshing marketplace governance.
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41. ▌
    Data Breach Blast Radius 2 · paulasilvatech bundle

    Pre-breach impact analysis: inventories sensitive data (PII, PHI, PCI-DSS, credentials), traces data flows, scores exposure vectors, and produces a regulatory blast radius report with fine ranges sourced verbatim from GDPR Art. 83, CCPA § 1798.155(a), and HIPAA 45 CFR § 160.404. Cost benchmarks from IBM Cost of a Data Breach Report (annually updated). All citations in references/SOURCES.md for verification. Use when asked: "assess breach impact", "what data could be exposed", "calculate blast radius", "data exposure analysis", "how bad would a breach be", "quantify data risk", "sensitive data inventory", "data flow security audit", "pre-breach assessment", "worst-case breach scenario", "breach readiness", "data risk report", "/data-breach-blast-radius". For any stack handling user data, health records, or financial information. Output labels law-sourced figures (exact) vs heuristic estimates (planning only). Does not replace legal counsel.
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42. ▌
    Db2 Postgresql Migration 2 · paulasilvatech

    Model DB2 for z/OS tables, DDL, DCLGEN structures, COBOL record layouts, OCCURS and REDEFINES groups, packed decimal fields, cursors, and VSAM datasets as a PostgreSQL schema, then prove equivalence with recorded reconciliation numbers. Use when designing or reviewing a DB2 to PostgreSQL migration, mapping legacy types to column types, deciding child-table versus array storage, or verifying that migrated data matches the legacy source.
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43. ▌
    From The Other Side Vega 2 · paulasilvatech

    Apply partnership patterns from Vega for high-trust, high-energy creative work with humans. Use when the user asks for from the other side: vega, or when guidance is needed for matching pace, building trust quickly, pushing back constructively, or supporting fast analytical-and-intuitive collaboration.
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44. ▌
    Github Actions Hardening 2 · paulasilvatech bundle

    Review, audit, author, and harden GitHub Actions workflows against Actions-specific threats: untrusted-input script injection, privileged trigger escalation, mutable action references, over-scoped GITHUB_TOKEN permissions, unsafe GITHUB_ENV/GITHUB_OUTPUT writes, secret exposure, OIDC misuse, and self-hosted runner risk. Use for .github/workflows/*.yml, secure my CI, pull_request_target danger, SHA pinning, or permissions lockdown.
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45. ▌
    Gtm Positioning Strategy 2 · paulasilvatech

    Diagnose and improve go-to-market positioning by auditing competitor messaging, finding defensible differentiation, testing claims, and planning Crawl-Walk-Run rollout. Use when messaging sounds like competitors, conversion is weak despite awareness, sales cannot explain differentiation, buyers see the product as interchangeable, or a team wants to test positioning before rebrand.
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46. ▌
    Load Performance Testing 2 · paulasilvatech

    Design and run load, stress, soak, and spike tests with k6, JMeter, Locust, or Gatling, define latency and error-rate thresholds, model realistic workloads, and interpret results without drawing unsupported conclusions. Use when the user asks to load test a service, find a breaking point, size capacity, set performance SLOs, tune a stress or soak profile, or explain latency percentiles.
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47. ▌
    MCP Deploy Manage Agents 2 · paulasilvatech

    Guide deployment, governance, assignment, lifecycle, approval, blocking, monitoring, and distribution for MCP-based declarative agents in Microsoft 365 admin center. Use when asked to publish, deploy, approve, block, assign, govern, monitor, troubleshoot, or manage Microsoft 365 agents, shared agents, Microsoft agents, external partner agents, or frontier agents.
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48. ▌
    Microsoft Code Reference 2 · paulasilvatech

    Look up official Microsoft API references, SDK signatures, packages, and working code samples before writing or fixing Azure SDK, .NET, Microsoft Graph, or Microsoft API code. Use when verifying method names, overloads, parameters, authentication patterns, package names, deprecations, RBAC errors, or suspected hallucinated Microsoft SDK calls.
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49. ▌
    Optimize Simplicite Logs 2 · paulasilvatech bundle

    Convert raw Simplicité .txt logs into filtered structured JSON before analysis, preserving multiline stack traces while reducing context size. Use when the user provides large Simplicité logs, asks to parse timestamp/level/body fields, troubleshoot errors without reading massive raw logs, or run the Python or PowerShell converter scripts.
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50. ▌
    PHP MCP Server Generator 2 · paulasilvatech bundle

    Generate a complete PHP Model Context Protocol server project with tools, resources, prompts, tests, and Claude Desktop configuration using the official PHP SDK. Use this skill when the user asks for a PHP MCP server, PHP SDK MCP project, stdio or HTTP MCP transport, tool/resource/prompt scaffolding, or production-ready MCP server requirements.
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51. ▌
    Playwright Generate Test 2 · paulasilvatech

    Generate, save, run, and stabilize Playwright TypeScript tests from a user scenario using Playwright MCP exploration evidence. Use this skill when the user asks to create a Playwright test, generate an @playwright/test spec from a scenario, automate a browser flow, or turn Playwright MCP history into a passing test.
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52. ▌
    Power Platform Architect 2 · paulasilvatech

    Transform business requirements, use case descriptions, and meeting transcripts into Power Platform solution architecture with component selection, process narrative, follow-up questions, and optional Mermaid.js diagrams. Use when asked to design a Power Apps, Power Automate, Dataverse, Power BI, Power Pages, Microsoft Copilot Studio, connector, gateway, or AI Builder architecture from discovery material.
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53. ▌
    Structured Autonomy Plan 2 · paulasilvatech

    Research a feature request and produce a structured autonomy plan at plans/{feature-name}/plan.md with commit-sized implementation steps, affected files, branch name, tests, and clarification markers. Use when asked to plan a feature, prepare structured autonomy implementation, or create a PR-sized development plan without writing code.
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54. ▌
    Arize Trace 3 · paulasilvatech bundle

    Download, export, inspect, and root-cause existing Arize traces, spans, sessions, errors, prompts, retrieval documents, model calls, and behavior regressions with the ax CLI. Use when asked to look at existing trace data, export traces by trace ID, export spans by span ID, download a session, investigate LLM app runtime issues, or analyze Arize behavior regressions.
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55. ▌
    Arize Prompt Optimization 2 · paulasilvatech bundle

    Optimizes, improves, and debugs LLM prompts using production trace data, evaluations, and annotations. Extracts prompts from spans, gathers performance signal, and runs a data-driven optimization loop using the ax CLI. Use when the user mentions optimize prompt, improve prompt, make AI respond better, improve output quality, prompt engineering, prompt tuning, or system prompt improvement.
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56. ▌
    Azure Managed Redis Cache 2 · paulasilvatech bundle

    Use when designing or provisioning Azure Managed Redis for cache, semantic cache, vector memory, session store, or agent memory in AI-native systems; produces SKU guidance, network and identity controls, Bicep deployment steps, and integration recommendations. DO NOT USE FOR: general agent architecture (use agentic-architecture-patterns), Foundry agent runtime design (use foundry-agent-blueprint), or general Azure infrastructure (use azure-infrastructure). Triggers include "design Redis semantic cache", "provision Azure Managed Redis", "add vector memory".
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57. ▌
    Azure Observability Stack 2 · paulasilvatech bundle

    Deploys and operates Prometheus, Grafana, Loki, and Alertmanager for Open Horizons observability. Use this skill when deploying the monitoring stack, configuring dashboards, validating alert rules, checking metrics, reviewing SLO signals, or troubleshooting observability behavior.
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58. ▌
    Azure Resource Visualizer 2 · paulasilvatech bundle

    Analyze Azure resource groups and generate Mermaid architecture diagrams and markdown documentation for their resources and relationships. Use this skill when the user asks to diagram Azure resources, visualize a resource group, understand Azure architecture, map dependencies, or document resource relationships.
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59. ▌
    Draw Io Diagram Generator 2 · paulasilvatech bundle

    Use when creating, editing, or generating draw.io diagram files (.drawio, .drawio.svg, .drawio.png). Covers mxGraph XML authoring, shape libraries, style strings, flowcharts, system architecture, sequence diagrams, ER diagrams, UML class diagrams, network topology, layout strategy, the hediet.vscode-drawio VS Code extension, and the full agent workflow from request to a ready-to-open file.
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60. ▌
    From The Other Side Quinn 2 · paulasilvatech

    Apply Quinn's collaboration profile for energetic implementation partnership. Use this skill when the user asks for the Quinn profile, wants momentum with craft, needs a practical co-author, or asks to coordinate Quinn with Anitta or Wiggins.
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61. ▌
    Github Actions Efficiency 2 · paulasilvatech bundle

    Audit GitHub Actions workflow efficiency and recommend fixes that reduce CI runtime, runner minutes, and wasted workflow runs. Use when the user asks about caching, concurrency, path filters, matrix reduction, job optimization, workflow cost, or CI baseline design.
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62. ▌
    Gtm Enterprise Onboarding 2 · paulasilvatech

    Four-phase framework for onboarding enterprise customers from contract to value realization. Use when implementing new enterprise customers, preventing churn during onboarding, or solving the adoption cliff that kills deals post-go-live. Includes the Week 4 ghosting pattern.
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63. ▌
    Impediment Prioritization 2 · paulasilvatech bundle

    Rank impediments and countermeasures with a value-stream scoring model using ROI, Cost to Implement, Ease of Deployment, Risk Factor, and a fixed priority formula. Use when prioritizing, sequencing, triaging, or ranking remediation items, risks, findings, gaps, action items, GHQR findings, audit results, retrospective actions, or improvement backlogs.
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64. ▌
    Java MCP Server Generator 2 · paulasilvatech bundle

    Generate a complete Model Context Protocol server project in Java using the official MCP Java SDK with reactive streams and optional Spring Boot integration. Use this skill when the user asks for project generation.
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65. ▌
    MCP Create Adaptive Cards 2 · paulasilvatech bundle

    Create Adaptive Card response templates and response_semantics for MCP-based API plugins in Microsoft 365 Copilot. Use when presenting MCP tool or API data with visual Adaptive Cards, citation mappings, static or dynamic card templates, JSONPath data paths, or responsive card layouts.
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66. ▌
    Microsoft Agent Framework 2 · paulasilvatech bundle

    Create, update, refactor, explain, or review Microsoft Agent Framework applications, agents, workflows, and migrations in .NET or Python. Use this skill when working with Microsoft Agent Framework, successor guidance for Semantic Kernel or AutoGen, Azure AI Foundry, Azure OpenAI, OpenAI providers, MCP tools, workflows, middleware, checkpointing, or language-specific samples.
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67. ▌
    Performance Review Writer 2 · paulasilvatech

    Draft self-assessments, peer reviews, 360 reviews, upward feedback, annual reviews, mid-year reviews, and performance appraisals in the user's voice. Use when asked to write or improve review-cycle feedback using WorkIQ evidence, STAR examples, constructive tone, and markdown drafts saved under outputs/<year>/<month>/.
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68. ▌
    Power Bi Dax Optimization 2 · paulasilvatech

    Analyze and optimize Power BI DAX formulas for performance, readability, maintainability, variables, context transitions, filter efficiency, safe division, and best-practice function choice. Use when the user asks for a Power BI DAX formula optimizer, slow measure review, DAX refactor, or optimized measure with explanation.
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69. ▌
    Qdrant Deployment Options 2 · paulasilvatech

    Select the right Qdrant deployment model across local mode, Docker self-hosting, Qdrant Cloud, Hybrid Cloud, distributed deployment, and Qdrant EDGE. Use when someone asks how to deploy Qdrant, Docker vs Cloud, embedded Qdrant, local mode, self-hosted vs cloud, lowest latency, data residency, production readiness, or which deployment option fits a new vector search project.
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70. ▌
    React Audit Grep Patterns 2 · paulasilvatech bundle

    Provide verified grep command libraries for React 18.3.1 and React 19 migration audits, including deprecated APIs, removed APIs, unsafe lifecycle methods, batching risks, tests, dependencies, and peer conflicts. Use this skill when writing or running React migration audit scan commands.
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71. ▌
    React18 Batching Patterns 2 · paulasilvatech bundle

    Diagnose and fix React 18 automatic batching regressions in class components. Use when multiple setState calls occur after await, inside setTimeout, Promise .then() or .catch(), native addEventListener callbacks, or when tests fail because they assert intermediate state after a React 18 upgrade.
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72. ▌
    React18 Dep Compatibility 2 · paulasilvatech bundle

    Check React 18.3.1 and React 19 dependency compatibility before npm installs, peer-dependency resolutions, or upgrade plans. Use when reviewing a React upgrade matrix, resolving npm peer conflicts, choosing minimum compatible package versions, deciding on --legacy-peer-deps, or separating a react-router v5 to v6 migration.
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73. ▌
    Ruby MCP Server Generator 2 · paulasilvatech bundle

    Generate a complete Ruby Model Context Protocol server project using the official MCP Ruby SDK gem. Use when the user asks to create or scaffold a Ruby MCP server with tools, prompts, resources, schemas, annotations, structured content responses, tests, stdio usage, and HTTP usage examples.
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74. ▌
    Rust MCP Server Generator 2 · paulasilvatech bundle

    Generate a complete Rust Model Context Protocol server project using the official rmcp SDK, including transports, tools, prompts, resources, state, tests, and client configuration. Use this skill when the user asks to create a Rust MCP server, rmcp project, MCP tool server, stdio/SSE/HTTP transport server, or project requirements for a Rust MCP implementation.
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75. ▌
    Iac Review · paulasilvatech

    Use when reviewing Terraform, Bicep, or CloudFormation, checking drift, or hardening infrastructure code. Triggers include "review terraform", "review bicep", "IaC review", "drift detection", and "state file".
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76. ▌
    Skill Creator · paulasilvatech bundle

    Create, audit, repair, and improve GitHub Copilot Agent Skills for VS Code, GitHub Copilot CLI, and GitHub Copilot cloud agent. Use when a user asks to create a skill, generate a SKILL.md, convert a workflow into a reusable skill, audit an existing skill, fix skill loading issues, optimize a skill description, validate frontmatter, or add references/scripts/assets to a skill package.
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77. ▌
    Ears Validate · paulasilvatech

    Use when validating requirements against EARS notation patterns. Triggers include "EARS", "requirement review", "requirement quality", "shall statement", and "REQ-ID".
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78. ▌
    Prd · paulasilvatech

    Generate production-ready Product Requirements Documents for software systems and AI-powered features. Use when starting a product or feature cycle, translating a vague idea into requirements, defining AI system requirements, planning a feature, or creating a stakeholder source of truth.
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79. ▌
    Rhdh · paulasilvatech bundle

    Route and support Red Hat Developer Hub (RHDH) work across plugin development, overlay management, local testing, Jira, repository navigation, version compatibility, CI debugging, and environment setup. Use this skill when the user asks about RHDH, Developer Hub, dynamic plugins, overlays, rhdh-local, RHDH Jira, plugin catalogs, repositories, or CI/CD tasks.
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80. ▌
    Vcpkg · paulasilvatech bundle

    Guide for setting up vcpkg in C++ projects, managing dependency versions, and cross-compiling. Covers manifest initialization, CMake and Visual Studio integration, classic-to-manifest migration, version pinning, baselines, overrides, triplets, and cross-compilation. Use when a user is working with vcpkg project setup, installation, version management, or cross-platform builds. For specialized tasks, additional references cover custom registries and overlay ports (references/registries.md), CI/CD and binary caching (references/ci.md), and troubleshooting and dependency lifecycle (references/troubleshooting.md).
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81. ▌
    Aspire · paulasilvatech bundle

    Work with Aspire distributed applications, AppHost orchestration, CLI commands, service discovery, integrations, MCP docs, dashboard, testing, and deployment. Use this skill when the user asks to create, run, debug, configure, deploy, or troubleshoot an Aspire polyglot app.
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82. ▌
    Codeql · paulasilvatech bundle

    Configure and run CodeQL code scanning with GitHub Actions workflows, default or advanced setup, CodeQL CLI databases, SARIF uploads, custom query packs, monorepo categories, build modes, and alert triage. Use this skill when the user asks to create or customize codeql.yml, choose CodeQL setup, configure a language matrix, run codeql database create or database analyze, upload SARIF, troubleshoot CodeQL builds, or interpret code scanning alerts.
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83. ▌
    Drawio · paulasilvatech bundle

    Generate draw.io diagrams as native .drawio files and export them to PNG, SVG, or PDF with embedded XML. Use when the user asks for draw.io diagrams, diagrams.net XML, mxGraphModel, editable diagram source, or exporting .drawio files for documents.
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84. ▌
    Napkin · paulasilvatech bundle

    Open and read a browser-based visual whiteboard for GitHub Copilot CLI collaboration. Use when the user says "let's napkin", "open a napkin", "start a whiteboard", "check the napkin", "look at the napkin", or asks GitHub Copilot to interpret sketches, sticky notes, diagrams, and shared napkin snapshots.
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85. ▌
    Ef Core · paulasilvatech

    Review or design Entity Framework Core data access using DbContext, entity mapping, LINQ queries, migrations, change tracking, performance, security, and tests. Use when the user asks for EF Core best practices, Entity Framework Core code review, query optimization, migration guidance, or database access improvements in .NET.
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86. ▌
    Em Dash · paulasilvatech

    Review and rewrite code, comments, documentation, and data files to avoid em dashes and en dashes by default. Use this skill when the user asks to remove em dashes, replace Unicode dashes with hyphens, review punctuation in code comments, or enforce ASCII-safe punctuation.
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87. ▌
    Eyeball · paulasilvatech bundle

    Analyze local documents or web pages with inline source screenshots in a Word document. Use when asked to use eyeball, run eyeball on a document, analyze a PDF, Word, RTF, or URL with visual proof, or produce a cited report where every factual claim is backed by highlighted source screenshots.
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88. ▌
    Gitmoji · paulasilvatech bundle

    Generate commit messages that follow the gitmoji convention (https://gitmoji.dev) by choosing the single best emoji or shortcode for a diff, staged change, or plain-language change description. Use when asked to write a gitmoji commit, add an emoji to a commit message, choose a gitmoji, gitmoji this change, or follow a gitmoji-style commit history. Generates the message only and does not run git commands.
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89. ▌
    MCP CLI · paulasilvatech

    Use the MCP CLI to discover Model Context Protocol servers, inspect tool schemas, grep tool names, and call MCP tools with JSON, raw text, or stdin arguments. Use when the user asks to list MCP servers, inspect a server/tool schema, call an MCP tool from the command line, or script MCP access with --json or --raw output.
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90. ▌
    Roundup · paulasilvatech

    Generate personalized status briefings from a configured Roundup profile and available data sources such as GitHub, email, Teams, Slack, and Google Workspace. Use when the user asks for a roundup, leadership briefing, team update, weekly status, audience-specific update, or draft in their communication style.
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91. ▌
    AI Ready · paulasilvatech

    Help users install and use John Papa's ai-ready skill as the up-to-date source for making repositories AI-ready with AGENTS.md, copilot-instructions.md, CI workflows, issue templates, and stack-specific guidance. Use when the user asks to make a repo ai-ready, set up AI config, prepare for AI contributions, or install ai-ready.
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92. ▌
    Azure AI · paulasilvatech bundle

    Build on Azure AI services including AI Search, Speech, Azure OpenAI, and Document Intelligence, covering keyword, vector, hybrid, and semantic search, speech-to-text, text-to-speech, transcription, and OCR. Use when the user asks about AI Search, query search, vector search, hybrid search, semantic search, speech-to-text, text-to-speech, transcription, OCR, or converting text to speech.
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93. ▌
    Diagnose · paulasilvatech

    Diagnose AI workflows across prompt quality, context efficiency, tool health, architecture fitness, and safety and reliability, producing a 1-5 scored report with critical findings and prioritized remediation. Use when the user asks for AI workflow diagnostics, an agent audit, prompt health check, tool quality review, workflow risk scan, or remediation plan.
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94. ▌
    Refactor · paulasilvatech bundle

    Improve existing code through surgical behavior-preserving refactoring. Use this skill when code is hard to understand or maintain, functions or classes are too large, code smells need addressing, adding features is difficult due to structure, or the user asks to clean up, refactor, or improve code without changing behavior.
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95. ▌
    Remember · paulasilvatech

    Transform lessons learned into domain-organized memory instructions for global or workspace scope. Use this skill when the user says /remember, asks to save a workflow lesson, records repeated mistakes, documents shortcuts or commands, discovers effective workflows, or wants durable VS Code memory instructions.
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96. ▌
    Azure CLI · paulasilvatech bundle

    Azure CLI operations run az commands for cloud resource discovery, subscription context, identity, AKS, ACR, Key Vault, RBAC, managed identity, and federated credential workflows. Use this skill when working with az login, az account, az aks, az acr, az keyvault, resource group checks, or Azure day-2 operations.
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97. ▌
    Code Tour · paulasilvatech bundle

    Create CodeTour .tour JSON files that guide a persona through real repository files, directories, line numbers, selections, patterns, URIs, views, and VS Code commands. Use when asked to create a tour, make a code tour, generate an onboarding tour, PR review tour, bug tour, RCA tour, architecture tour, vibe check, contributor guide, or structured code walkthrough.
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98. ▌
    Desk Open · paulasilvatech

    Create and open a new workshop desk with a journal and .signals directory. Use when the operator wants to start a new workstream, work does not belong to an existing desk, or a topic needs its own durable frame, history, priors, and signal trail.
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99. ▌
    First Ask · paulasilvatech

    Run an interactive task-refinement workflow before implementation by asking targeted questions, exploring the project, defining deliverables, and confirming success criteria. Use when the user asks to act informed, clarify before doing, plan with human input, or refine scope before execution. Requires Joyride human input support.
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100. ▌
     Gh Attach · paulasilvatech

     Upload, download, and embed GitHub user-attachments with the gh attach extension for screenshots, images, PDFs, zip files, and videos. Use this skill when asked to attach a screenshot to a PR, add an image to an issue, embed before/after media, attach a local file, or download a GitHub attachment.
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