paulasilvatech
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- ▌ Open Horizons Sre Investigation 2 · paulasilvatechInvestigates one Open Horizons reliability symptom or incident through read-only telemetry, timeline construction, causal hypothesis testing, ownership assignment, and verification planning. Use when investigating outages, latency, errors, unhealthy workloads, alerts, SLO breaches, or deployment regressions.
- ▌ Appinsights Instrumentation 3 · paulasilvatech bundleInstrument Azure-hosted web apps with Azure Application Insights telemetry by choosing auto-instrumentation or code instrumentation for ASP.NET Core, Node.js, or Python. Use when the user wants to enable telemetry, observe app health, create an App Insights resource, or wire instrumentation into a webapp.
- ▌ Refactor Method Complexity Reduce 3 · paulasilvatechRefactor a specified method to reduce cognitive complexity to a requested threshold or below by extracting focused helper methods while preserving behavior. Use when the user asks to reduce method complexity, simplify nested conditionals, split large if-else or switch chains, extract validation or type-specific handlers, and verify tests show failed=0.
- ▌ Azure Smart City Iot Solution Builder 3 · paulasilvatech bundleDesign and plan end-to-end Azure IoT and Smart City solutions with requirements, architecture, device and edge strategy, ingestion, analytics, security, operations, cost controls, and phased delivery artifacts. Use when asked to build an IoT solution on Azure, design Smart City traffic, lighting, waste, water, energy, or public safety platforms, or create an urban IoT roadmap.
- ▌ Sdd Requirements Engineer 8 · paulasilvatech bundleElicits, normalizes, validates, and traces requirements through a complete Spec-Driven Development workflow using EARS. Use when converting notes, PRDs, legacy evidence, or design inputs into FRD/NFRD, SPECIFICATION.md, architecture and task artifacts, traceability matrices, quality gates, or an implementation-ready SDD handoff.
- ▌ Azure Agentic Architecture Patterns 4 · paulasilvatech bundleProvides a decision framework for production multi-agent and AI-native systems on GitHub and Azure AI Foundry. Use this skill when designing model routing, prompt caching, semantic caching, memory, context curation, RAG, tools, MCP, identity, guardrails, evaluation, observability, or cost controls.
- ▌ Typescript MCP Server Generator 3 · paulasilvatechGenerate complete TypeScript MCP server projects with MCP TypeScript SDK v2 packages, tools, resources, prompts, transports, configuration, testing, migration guidance, and documentation. Use this skill when the user asks to generate a TypeScript MCP server, create an MCP tool server, migrate an MCP server from v1 to v2, or choose stdio versus HTTP transport.
- ▌ Open Horizons Backstage Techdocs 2 · paulasilvatechConfigure, build, preview, publish, migrate, and troubleshoot Backstage TechDocs and MkDocs content. Use when handling techdocs-ref annotations, mkdocs.yml, local or external builders, object-storage publishers, CI generation, broken docs, or wiki-to-TechDocs migration.
- ▌ Open Horizons Portal Integration 2 · paulasilvatech bundleImplements and validates one product-specific integration in the existing Open Horizons Backstage portal and agent services. Use when wiring routes, plugins, catalog entities, app configuration, AI Chat SSE behavior, runtime APIs, or Backstage Kubernetes manifests without provisioning Azure or deploying live workloads.
- ▌ Suggest Awesome Github Copilot Instructions 3 · paulasilvatechSuggest relevant GitHub Copilot instruction files from the awesome-copilot repository by comparing repository context, chat needs, local .github/instructions files, and remote versions. Use this skill when the user asks what Copilot instructions to add, whether local instructions are outdated, or how to install/update awesome-copilot instructions without duplicates.
- ▌ Copilot Primitive Authoring 4 · paulasilvatechAuthor current GitHub Copilot agents, instructions, and VS Code prompts in this repository. Use when asked to create or update a known primitive type with repository governance, dated evidence, canonical sources, templates, synchronization, and type-specific validation.
- ▌ Dataverse Python Advanced Patterns 3 · paulasilvatechGenerate production-ready Microsoft Dataverse SDK for Python code using advanced error handling, retries, batch operations, optimized OData queries, metadata management, timeouts, cache invalidation, file upload, and pandas workflows. Use when the user asks for production Dataverse Python patterns beyond quickstart CRUD.
- ▌ Legacy Business Rule Extraction 5 · paulasilvatechExtract cited business-rule cards from legacy code, batch jobs, database definitions, screens, and process documents while separating observed behavior from inferred intent. Use when requirements, target design, or behavior-preserving modernization need an evidence-backed rule catalog.
- ▌ Legacy Characterization Testing 5 · paulasilvatechDesign and implement characterization, differential, golden-master, and behavior-equivalence tests that pin observable legacy behavior before modernization. Use when a legacy slice needs a trustworthy behavior oracle, regression baseline, or intentional-change record.
- ▌ AI Prompt Engineering Safety Review 4 · paulasilvatechReview and improve AI prompts for safety, bias, security, privacy, effectiveness, robustness, and testability. Use this skill when the user asks to audit a prompt, harden a system prompt, identify prompt injection risk, reduce bias, improve guardrails, or produce a safer enhanced prompt.
- ▌ Sifap Requirements Traceability 2 · paulasilvatech bundleAuthor and validate SIFAP EARS requirements with unique REQ-NNN identifiers, real source_legacy evidence, Given/When/Then acceptance criteria, and test lineage. Use when creating, reviewing, synchronizing, or gating SIFAP specifications and requirement-backed tests.
- ▌ Azure Appinsights Instrumentation 2 · paulasilvatech bundleInstrument Azure-hosted web apps with Azure Application Insights telemetry by choosing auto-instrumentation or code instrumentation for ASP.NET Core, Node.js, or Python. Use when the user wants to enable telemetry, observe app health, create an App Insights resource, or wire instrumentation into a webapp.
- ▌ Azure Postgre Database Management 5 · paulasilvatechPerforms database operations and health monitoring for Open Horizons platform data services. Use this skill when checking PostgreSQL health, validating connections, reviewing backup settings, monitoring database size or active sessions, checking migrations, or troubleshooting database behavior.
- ▌ Open Horizons Backstage Framework 2 · paulasilvatechChoose and implement Backstage framework extension points, core backend services, frontend blueprints, service refs, modules, lifecycle, auth, permissions, schedulers, tracing, metrics, and generated API references. Use when designing plugin architecture or selecting supported framework APIs.
- ▌ Copilot Instructions Blueprint Generator 3 · paulasilvatechGenerate technology-agnostic blueprints for comprehensive copilot-instructions.md files that make GitHub Copilot follow exact project versions, architecture, code quality, documentation, testing, and versioning conventions discovered from the codebase. Use this skill when the user asks for configuration variables, wants to create copilot-instructions.md, or needs repository-specific GitHub Copilot coding guidance.
- ▌ Adabas Postgresql Migration 4 · paulasilvatechModel Adabas files, DDM and FDT definitions, MU and PE structures, packed and unpacked numerics, descriptors, and ISN identity as a PostgreSQL schema, then prove equivalence with recorded reconciliation numbers. Use when designing or reviewing an Adabas to PostgreSQL data migration, mapping legacy field formats to column types, deciding child-table versus array storage, or verifying that migrated data matches the legacy source.
- ▌ Modernization Workspace Kit 6 · paulasilvatech bundlePreview, publish, update, inspect, or uninstall managed modernization repository customizations with conflict detection, ownership hashes, transactional rollback, and safe archives. Use when installing a mainframe modernization track's context, stage agents, prompts, instructions, or automation into a target repository.
- ▌ Foundry Agent Framework Py Release 2 · paulasilvatechUse when cutting a Python release for the microsoft/agent-framework monorepo. Triggers on "bump py versions", "cut a python release", "prepare release PR for python", "release py packages", "bump python to X.Y.Z", or similar requests to bump Python package versions and prepare a release PR. Handles all four lifecycle tiers (alpha, beta, rc, released) with CHANGELOG-driven selective bumps, floor bound checks, and post-bump validation.
- ▌ Github Copilot Harness Engineering 2 · paulasilvatechAdopt or review repository-level harness engineering for GitHub Copilot and coding agents. Use when users want durable agent instructions, guardrails, regression checks, drift checks, failure memory, or adoption reports that prevent repeated AI coding-agent mistakes in a target repository.
- ▌ Open Horizons Backstage AI Catalog 2 · paulasilvatechInstall and use Backstage's AI catalog model for AiResource skills and rules plus mcp-server API entities, ownership, lifecycle, relationships, and source locations. Use when cataloging AI skills, governance rules, agents, or MCP servers.
- ▌ Open Horizons Backstage Kubernetes 2 · paulasilvatechInstall, configure, authorize, and troubleshoot Backstage Kubernetes frontend and backend plugins, cluster discovery, entity annotations, authentication, permissions, proxies, custom resources, and service-owner views. Use when working with Kubernetes tabs, clusters, pods, or integration errors.
- ▌ Open Horizons Backstage Operations 2 · paulasilvatechOperate, monitor, troubleshoot, and harden production Backstage services, databases, schedulers, integrations, health endpoints, logs, and deployments. Use when handling startup failures, readiness problems, database errors, provider refresh issues, performance incidents, or production runbooks.
- ▌ Open Horizons Deploy Orchestration 2 · paulasilvatech bundleCoordinates end-to-end Open Horizons platform deployment across prerequisites, Terraform, Kubernetes, GitOps, and verification. Use this skill when planning or executing full platform deployment, dry-run deployment, horizon enablement, deployment sequence, post-deploy verification, or deployment troubleshooting.
- ▌ Open Horizons Deployment Operation 2 · paulasilvatechExecutes one approval-gated Open Horizons deployment, rollout, rollback, or verification from an immutable change package. Use when the exact environment, artifact, command, expected actions, approval, validation, and rollback are already known.
- ▌ Java Add Graalvm Native Image Support 3 · paulasilvatechGraalVM Native Image expert that adds native image support to Java applications, builds the project, analyzes build errors, applies fixes, and iterates until successful compilation using Oracle best practices. Use this skill when the user asks for graalvm native image agent.
- ▌ Create Architectural Decision Record 4 · paulasilvatechCreate an Architectural Decision Record (ADR) as a structured Markdown document with front matter, coded consequences, alternatives, implementation notes, and references. Use when the user asks to document an architecture decision, create an ADR, capture alternatives and trade-offs, or save a decision under docs/adr.
- ▌ Azure Agentic Architecture Patterns 5 · paulasilvatech bundleProvides a decision framework for production multi-agent and AI-native systems on GitHub and Azure AI Foundry. Use this skill when designing model routing, prompt caching, semantic caching, memory, context curation, RAG, tools, MCP, identity, guardrails, evaluation, observability, or cost controls.
- ▌ Azure Import Infrastructure As Code 2 · paulasilvatechImports existing Azure resources into Terraform through read-only discovery, dependency mapping, Azure Verified Module selection, source-derived import addresses, and drift-safe plans. Use when reverse-engineering a subscription, resource group, or ARM resource ID into maintainable IaC.
- ▌ Backstage Onboard To Openapi Server 2 · paulasilvatech bundleMigrate a Backstage backend plugin from a hand-written Express router to the repository's typed OpenAPI server tooling while preserving routes, auth, permissions, errors, tests, and optional client generation. Use when onboarding createOpenApiRouter or modernizing a router with OpenAPI.
- ▌ Open Horizons Backstage Aeg Feature 2 · paulasilvatech bundleOperates and integrates the Open Horizons Agentic Engineering Graph (AEG) through Backstage with authenticated run management, G1/G2 decisions, traceability analytics, and golden-path harvesting. Use this skill when starting or inspecting AEG runs, reviewing gates, analyzing AEG evidence, proposing reusable profiles, or wiring the AEG feature into the Open Horizons portal.
- ▌ Open Horizons Backstage MCP Actions 2 · paulasilvatech bundleRegister typed Backstage backend actions and expose selected actions as authenticated MCP tools with schemas, attributes, permissions, filters, server instructions, and well-known action validation. Use when configuring the Actions Registry, Actions Service, MCP Actions Backend, or AI tool exposure.
- ▌ Open Horizons Backstage Permissions 2 · paulasilvatechDesign, implement, test, and troubleshoot Backstage permission policies, basic and resource permissions, conditional decisions, rules, frontend authorization, and plugin integration. Use when implementing RBAC, ABAC, resource filtering, action visibility, or fixing authorization failures.
- ▌ Onboard To Openapi Server 3 · paulasilvatechUse this skill when the user wants to migrate an existing Backstage backend plugin's hand-written Express router to the typed OpenAPI tooling. Optionally, can also add typed client generation and migrate router tests to the OpenAPI test wrapper.
- ▌ Flowstudio Power Automate Governance 3 · paulasilvatechGovern Power Automate flows and Power Apps at scale with the FlowStudio MCP cached store by classifying business impact, detecting orphaned resources, auditing connectors, enforcing compliance metadata, configuring notification rules, and computing archive or governance scores. Use when asked to tag flows, assign governance ownership, offboard makers, review compliance, audit security, or write governance metadata to FlowStudio.
- ▌ Flowstudio Power Automate Monitoring 3 · paulasilvatechMonitor tenant-wide Power Automate health through the FlowStudio MCP cached store. Use when users ask for aggregate failure rates, run-health trends, maker/app inventory, inactive owners, compliance/health reports, monitored flows, or tenant governance summaries. Requires FlowStudio for Teams or MCP Pro+.
- ▌ Sifap Classic Traceability 2 · paulasilvatech bundleAuthor and validate SIFAP EARS requirements with unique REQ-NNN identifiers, real source_legacy evidence, Given/When/Then acceptance criteria, and test lineage. Use when creating, reviewing, synchronizing, or gating SIFAP specifications and requirement-backed tests.
- ▌ Open Horizons Brownfield Engineering 2 · paulasilvatechImplements focused changes in an existing repository through evidence-driven diagnosis, minimal edits, immediate checks, and proportionate regression validation. Use when handling bug fixes, features, improvements, refactoring, modernization, tests, and documentation updates.
- ▌ Azure Terraform Terratest Module Testing 3 · paulasilvatech bundleCreates, repairs, and runs scoped Terratest coverage for Open Horizons Terraform modules under tests/terraform. Use when adding module tests, testing validation failures, selecting static or plan coverage, or running an explicitly approved Azure integration test with safe cleanup.
- ▌ Sifap Classic Orchestration 2 · paulasilvatechCoordinate the SIFAP modernization workshop through archaeology, architecture, build, and evolution stages with evidence gates, role handoffs, branch intent, and observable completion criteria. Use when starting a stage, checking readiness, or handing work to the next SIFAP stage agent.
- ▌ Open Horizons Backstage App Bootstrap 2 · paulasilvatechCreate or assess a standalone Backstage adopter application with version-aware prerequisites, package layout, first-run configuration, and baseline validation. Use when starting a Backstage app, reinstalling an app shell, or checking whether a repository is a valid adopter app.
- ▌ Open Horizons Backstage Notifications 2 · paulasilvatechInstall, configure, emit, process, route, and troubleshoot Backstage notifications and optional real-time signals. Use when handling user or group notifications, external emitters, email or Slack processors, scaffolder notifications, settings, topics, or delivery failures.
- ▌ Azure Terraform Terratest Module Testing 4 · paulasilvatech bundleCreates, repairs, and runs scoped Terratest coverage for Open Horizons Terraform modules under tests/terraform. Use when adding module tests, testing validation failures, selecting static or plan coverage, or running an explicitly approved Azure integration test with safe cleanup.
- ▌ Remember Interactive Programming 3 · paulasilvatechRemind the agent to work as an interactive programmer against a live system or REPL, using evaluated behavior as the source of truth, explaining hidden evaluations to the human, preferring structural editing, and maintaining a todo list. Use when a user wants REPL-driven programming guidance, especially for Clojure or Backseat Driver workflows.
- ▌ Create Architectural Decision Record 5 · paulasilvatechCreate an Architectural Decision Record (ADR) as a structured Markdown document with front matter, coded consequences, alternatives, implementation notes, and references. Use when the user asks to document an architecture decision, create an ADR, capture alternatives and trade-offs, or save a decision under docs/adr.
- ▌ Legacy Business Rule Extraction 6 · paulasilvatechExtract cited business-rule cards from legacy code, batch jobs, database definitions, screens, and process documents while separating observed behavior from inferred intent. Use when requirements, target design, or behavior-preserving modernization need an evidence-backed rule catalog.
- ▌ Legacy Characterization Testing 6 · paulasilvatechDesign and implement characterization, differential, golden-master, and behavior-equivalence tests that pin observable legacy behavior before modernization. Use when a legacy slice needs a trustworthy behavior oracle, regression baseline, or intentional-change record.
- ▌ Openapi To Application Code 4 · paulasilvatechGenerate complete production-ready application code from an OpenAPI specification, including project structure, models, controllers, services, repositories, validation, error handling, tests, documentation, and environment files. Use this skill when the user asks to generate an application from an OpenAPI spec, scaffold an API server from OpenAPI, or turn an OpenAPI URL, file, or pasted spec into runnable code.
- ▌ Openapi To Application Code 5 · paulasilvatechGenerate complete production-ready application code from an OpenAPI specification, including project structure, models, controllers, services, repositories, validation, error handling, tests, documentation, and environment files. Use this skill when the user asks to generate an application from an OpenAPI spec, scaffold an API server from OpenAPI, or turn an OpenAPI URL, file, or pasted spec into runnable code.
- ▌ React Container Presentation Component 3 · paulasilvatech bundleCreate a React Container/Presentation component under src/components with TypeScript, Storybook, SCSS module, ui/features classification, optional Mantine replacement, and validation. Use when explicitly asked for a Container/Presentation component or when running /react-container-presentation-component.
- ▌ Cloud Architecture Best Practices Docs 2 · paulasilvatech bundleValidates Open Horizons architecture Markdown documents for required sections, required diagrams, Mermaid structure, explanation completeness, and repository copy conventions. Use this skill when reviewing or finishing an architecture document, checking {app}_Architecture.md, verifying Mermaid diagrams, or confirming the architecture Definition of Done.
- ▌ Open Horizons Backstage Authentication 2 · paulasilvatechConfigure, review, and troubleshoot Backstage sign-in, identity resolvers, auth providers, delegated third-party access, callbacks, and permissions. Use when setting up GitHub, Microsoft, guest, proxy, or custom auth providers or fixing login failures.
- ▌ Azure Kubernetes Automatic Readiness 3 · paulasilvatech bundleAssess Kubernetes workloads and cluster configuration for AKS Automatic compatibility, identify incompatibilities, generate fixes, and guide migration from AKS Standard to AKS Automatic. Use when the user wants to migrate to AKS Automatic, check AKS Automatic readiness, validate manifests for Automatic, assess a cluster for Automatic compatibility, fix a deployment for Automatic, or identify AKS Automatic migration blockers.
- ▌ Project Workflow Analysis Blueprint Generator 3 · paulasilvatechGenerate technology-agnostic project workflow analysis blueprints that document end-to-end application flows, files, classes, entry points, service layers, data access, error handling, async processing, sequence diagrams, testing patterns, and implementation templates. Use this skill when the user asks to list all files/classes in a workflow, document representative workflows, map an API-to-database flow, or create an implementation-ready workflow blueprint.
- ▌ Openapi To Application Code 6 · paulasilvatechGenerate complete production-ready application code from an OpenAPI specification, including project structure, models, controllers, services, repositories, validation, error handling, tests, documentation, and environment files. Use this skill when the user asks to generate an application from an OpenAPI spec, scaffold an API server from OpenAPI, or turn an OpenAPI URL, file, or pasted spec into runnable code.
- ▌ Backstage App Frontend System Migration 2 · paulasilvatech bundleMigrate a Backstage adopter app from the legacy frontend system to the new extension-based frontend system through hybrid and full-migration phases. Use when converting createApp, feature discovery, routes, sidebar, APIs, themes, or app-level frontend compatibility.
- ▌ App Frontend System Migration 3 · paulasilvatechMigrate a Backstage app from the old frontend system to the new one. Use this skill when converting an app to use the new extension-based frontend system, including the hybrid migration phase and the full migration of routes, sidebar, plugins, APIs, themes, and other app-level concerns.
- ▌ Openapi To Application Code 7 · paulasilvatechGenerate complete production-ready application code from an OpenAPI specification, including project structure, models, controllers, services, repositories, validation, error handling, tests, documentation, and environment files. Use this skill when the user asks to generate an application from an OpenAPI spec, scaffold an API server from OpenAPI, or turn an OpenAPI URL, file, or pasted spec into runnable code.
- ▌ Create Github Action Workflow Specification 3 · paulasilvatechCreates formal, AI-optimized specifications for existing GitHub Actions CI/CD workflows by extracting triggers, jobs, dependencies, contracts, quality gates, error paths, environments, governance, and change rules. Use this skill when asked to document a workflow, create a CI/CD workflow specification, summarize a GitHub Actions file for maintenance, or produce spec/spec-process-cicd-[workflow-name].md.
- ▌ Open Horizons Backstage App Configuration 2 · paulasilvatechDesign, edit, validate, and troubleshoot Backstage app configuration, environment overlays, schemas, secrets, integrations, and frontend visibility. Use when working with app-config YAML, BACKSTAGE_ENV, config:check, deployment overrides, or configuration errors.
- ▌ Open Horizons Backstage Core Contribution 2 · paulasilvatechPrepare, implement, validate, and document contributions to backstage/backstage or a close fork using targeted tests, exact root typechecking, formatting, linting, API reports, changesets, DCO, and Apache headers. Use when changing Backstage core packages, plugins, docs, or contributor workflows.
- ▌ Backstage Plugin Analytics Instrumentation 2 · paulasilvatech bundleInstrument Backstage frontend plugins with meaningful Analytics API events and tests while avoiding duplicate BUI navigation events or UI noise. Use when adding or reviewing captureEvent, AnalyticsContext, event taxonomy, noTrack overrides, or analytics behavior.
- ▌ Open Horizons Backstage Software Templates 2 · paulasilvatechDesign, implement, validate, and troubleshoot Backstage Software Templates, custom actions, Golden Paths, skeleton rendering, repository publication, and catalog registration. Use when working with template.yaml, scaffolder actions, parameters, step outputs, or template execution failures.
- ▌ Plugin Analytics Instrumentation 3 · paulasilvatechInstrument a Backstage frontend plugin with analytics events using the Backstage Analytics API. Use this skill when adding, reviewing, or extending event capture (`captureEvent`, `AnalyticsContext`) in plugin components, deciding whether an interaction warrants an event, or writing tests for analytics behavior.
- ▌ Github Actions Runtime Upgrade Conventions 3 · paulasilvatechUpgrade GitHub Actions workflow dependencies to supported runtimes while preserving behavior. Use this skill when logs report deprecated Node.js action runtimes, when editing `.github/workflows/*.yml` or `.github/workflows/*.yaml`, or when choosing pinned action versions and validating upgraded workflow runs.
- ▌ Create Architectural Decision Record 6 · paulasilvatechCreate an Architectural Decision Record (ADR) as a structured Markdown document with front matter, coded consequences, alternatives, implementation notes, and references. Use when the user asks to document an architecture decision, create an ADR, capture alternatives and trade-offs, or save a decision under docs/adr.
- ▌ Github Copilot Generate Custom Instructions 2 · paulasilvatechGenerates path-scoped GitHub Copilot migration instructions from actual branch, commit, tag, or release diffs. Use when handling framework upgrades, architecture refactors, technology migrations, dependency updates, API changes, and obsolete-pattern prevention.
- ▌ Create Github Issues Feature From Implementation Plan 3 · paulasilvatechCreate or update GitHub issues from implementation-plan phases using feature_request.yml or chore_request.yml templates when available. Use when the user asks to turn an implementation plan into GitHub issues, file one issue per phase, or deduplicate planned feature/chore work against existing issues.
- ▌ Create Github Issue Feature From Specification 3 · paulasilvatechCreate or update one GitHub feature issue from a specification file using a feature_request.yml template when available. Use when the user asks to create a GitHub issue from a specification, turn a spec into a feature request, or file one issue that captures a complete specification.
- ▌ Backstage Plugin New Frontend System Support 2 · paulasilvatech bundleAdd new frontend-system support to an existing Backstage plugin while retaining its legacy entry point. Use when published or shared plugins need dual compatibility, alpha exports, PageBlueprint extensions, route reuse, and both old and new app consumers.
- ▌ Sdd Requirements Engineer 2 · paulasilvatech bundleElicits, normalizes, validates, and traces requirements through a complete Spec-Driven Development workflow using EARS. Use when converting notes, PRDs, legacy evidence, or design inputs into FRD/NFRD, SPECIFICATION.md, architecture and task artifacts, traceability matrices, quality gates, or an implementation-ready SDD handoff.
- ▌ Phoenix Evals 3 · paulasilvatech bundleBuild, run, validate, and operationalize Phoenix evaluators for AI and LLM applications in Python or TypeScript, including code evaluators, LLM judges, RAG evals, experiments, datasets, tracing, sampling, error analysis, and production guardrails. Use when the user asks for Phoenix evals, evaluator design, judge validation, experiments, or AI quality monitoring.
- ▌ Roundup Setup 3 · paulasilvatech bundleRun conversational onboarding for Roundup status briefings and write the user style configuration. Use this skill when the user asks to set up roundup, calibrate status updates, configure briefings, personalize communication style, or change how this conversation should feel.
- ▌ Acquire Codebase Knowledge 2 · paulasilvatech bundleMap, document, and onboard into an existing codebase by producing seven evidence-backed docs in docs/codebase/. Use when the user explicitly asks to map this codebase, document this architecture, onboard me to this repo, create codebase docs, or perform repository-level discovery; do not use for routine feature work or narrow edits.
- ▌ Aspnet Minimal API Openapi 2 · paulasilvatechCreate or review ASP.NET Minimal API endpoints with typed results, DTO validation, endpoint groups, filters, ProblemDetails, and OpenAPI documentation. Use this skill when asked to add Minimal APIs, document endpoints with Swagger/OpenAPI, use .NET 9 built-in OpenAPI, or design request and response types.
- ▌ Azure Deployment Preflight 2 · paulasilvatech bundleValidate Azure Bicep deployments before execution with syntax checks, azd preview, Azure CLI what-if, validation-level fallback, permission checks, and a preflight report. Use this skill when the user asks before azd up, azd provision, az deployment, Bicep deployment, infrastructure review, permission verification, or what-if change preview.
- ▌ Commit Message Storyteller 2 · paulasilvatech bundleAnalyze git diffs, staged changes, or plain change descriptions and generate narrative Conventional Commits messages that explain why the change matters. Use when asked to "write a commit message", "generate a commit", "describe my changes", "what should I commit this as", "commit this", "summarize my diff", or "help me commit".
- ▌ Competitor Ad Intelligence 2 · paulasilvatechAnalyze public competitor paid ads from Meta Ad Library and Google Ads Transparency Center, cluster creative hooks, inspect landing pages, infer funnel strategy, identify vulnerabilities, and recommend counter-plays. Use this skill when asked what ads a competitor is running, to tear down ad strategy, reverse-engineer a paid funnel, find paid ad angles, or audit the ad landscape.
- ▌ Content Management Systems 2 · paulasilvatech bundleBuild and modify content management systems by locating the correct theme, plugin, module, editor, content model, media, render, or export seam before changing code. Use this skill when working on WordPress, Shopify, Wix, Squarespace, Drupal, WooCommerce, Joomla, HubSpot CMS Hub, Webflow, Adobe Experience Manager, headless CMS work, CMS themes, plugins, apps, modules, admin panels, uploads, markdown pipelines, and static export workflows.
- ▌ Create Implementation Plan 2 · paulasilvatechCreate deterministic implementation plan files for features, refactors, package upgrades, design, architecture, infrastructure, data, or process work. Use when the user asks for an implementation plan, phased execution plan, AI-executable plan, /plan artifact, or machine-readable roadmap for autonomous agents or humans.
- ▌ From The Other Side Anitta 2 · paulasilvatechRigorous challenge profile for Anitta: assumption checks, evidence calibration, counterfactuals, and defensible reasoning patterns for Ember collaboration. Use this skill when conclusions need pressure-testing, claim strength is uncertain, queries or evidence need rigor, or the Quinn/Anitta/Wiggins handoff calls for assumption and confidence review.
- ▌ Frontend Component Testing 2 · paulasilvatech bundleCreate or review focused frontend tests for components, hooks, composables, stores, validation, state machines, callbacks, and Storybook interactions using the repository's existing runner. Use this skill when isolated UI behavior and semantics need executable evidence.
- ▌ Frontend Conversational UI 2 · paulasilvatech bundleDesign and verify chat, copilot, assistant, streaming, citations, tool activity, attachments, multimodal input, conversation history, retry, stop, and accessible live-update behavior. Use this skill when frontend work includes conversational or generated-content interfaces.
- ▌ Javascript Typescript Jest 2 · paulasilvatechWrite and review JavaScript and TypeScript Jest tests with strong structure, mocks, async handling, snapshots, and React Testing Library patterns. Use this skill when the user asks to add Jest tests, improve test structure, mock APIs or databases, test async code, update snapshots, or test React components.
- ▌ Javax To Jakarta Migration 2 · paulasilvatechMigrate Java applications from `javax.*` APIs to `jakarta.*` APIs for Tomcat 11, Jakarta EE 10+, and framework upgrades. Use this skill when `javax` imports are detected, dependencies need Jakarta coordinates, `web.xml` namespaces must change, or compile errors follow a Jakarta migration.
- ▌ Nano Banana Pro Openrouter 2 · paulasilvatech bundleGenerate or edit images through OpenRouter with the `google/gemini-3-pro-image-preview` model. Use when prompt-only image generation, single-image edits, multi-image compositing, 1K/2K/4K output, or troubleshooting `OPENROUTER_API_KEY`, `uv`, and saved MEDIA files is requested.
- ▌ Oo Component Documentation 2 · paulasilvatech bundleCreate or update standardized object-oriented component documentation from source code or existing Markdown docs using create-mode and update-mode guidance. Use when the user asks to document a class, component, folder, public API, architecture relationships, design patterns, or refresh existing OO component documentation.
- ▌ Playwright Explore Website 2 · paulasilvatechExplore a website with Playwright MCP, identify 3-5 core user flows, capture locators and expected outcomes, close the browser context, and propose test cases. Use this skill when the user asks to explore a site for testing, map UI functionality, discover test scenarios, or produce Playwright-ready interaction notes.
- ▌ React18 Lifecycle Patterns 2 · paulasilvatech bundleMigrate unsafe React class component lifecycle methods to React 18.3.1-safe patterns. Use when fixing `componentWillMount`, `componentWillReceiveProps`, `componentWillUpdate`, `UNSAFE_` lifecycle warnings, choosing `getDerivedStateFromProps` versus `componentDidUpdate`, or adding `getSnapshotBeforeUpdate`.
- ▌ Readme Blueprint Generator 2 · paulasilvatechGenerate a comprehensive README.md blueprint by analyzing repository documentation, .github/copilot files, copilot-instructions.md, architecture notes, technology stack, workflow, standards, tests, and exemplars. Use when asked to create or refresh a developer-focused README.
- ▌ Swift MCP Server Generator 2 · paulasilvatech bundleGenerate a complete Swift Model Context Protocol server project with the official MCP Swift SDK package. Use this skill when asked to create a Swift MCP server, scaffold tools/resources/prompts, add actor-based state, wire swift-log and ServiceLifecycle, or produce Claude Desktop integration.
- ▌ Typespec Create API Plugin 2 · paulasilvatechGenerate TypeSpec API plugins for Microsoft 365 Copilot with REST operations, authentication, confirmations, Adaptive Cards, and response instructions. Use when asked to create a TypeSpec API plugin, define main.tsp and actions.tsp, model API operations, add @useAuth, or build Adaptive Card responses for Microsoft 365 Copilot agents.
- ▌ Update Implementation Plan 2 · paulasilvatechUpdate an existing implementation plan or create a deterministic machine-readable plan for new requirements, features, refactoring, package upgrades, design, architecture, infrastructure, data, or process changes. Use when asked to update an implementation plan, revise a plan file, add requirements, or produce an AI-executable plan under /plan/.
- ▌ Update Markdown File Index 2 · paulasilvatechUpdate a Markdown file with an index, list, or table of files from a specified folder, preserving existing document structure and relative links. Use when the user asks to index a folder in Markdown, refresh a file table, list docs or scripts in a README, or maintain a contents section from filesystem files.
- ▌ Doc And Modernize 3 · paulasilvatech bundleTwo related workflows for a locally-cloned codebase, in one skill. Use this skill when enforced*** — i.e. whether any workflow is a **required status check /; branch-protection rule** that actually blocks merges, versus one that merely; runs — since that distinction is a manual, human-configured setting that.
- ▌ Arize Dataset 3 · paulasilvatech bundleCreates, manages, and queries Arize datasets and examples. Covers dataset CRUD, appending examples, exporting data, and file-based dataset creation using the ax CLI. Use when the user needs test data, evaluation examples, or mentions create dataset, list datasets, export dataset, append examples, dataset version, golden dataset, or test set.