smithery/vasilyu1983

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ai-agents AI agent architecture, graph and loop composition, protocol choice, evaluation, and observability. Use when scoping o…

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ai-llm Guides the LLM lifecycle from strategy to deployment. Use when planning, comparing, fine-tuning, distilling, compress…

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ai-ml-data-science Builds ML, responsible-AI, and multimodal models. Use when doing data science or explaining fairness, privacy, speech…

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ai-ml-timeseries Time-series forecasting with temporal validation, panel models, probabilistic forecasts, and TS foundation models. Us…

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ai-mlops Operates ML, LLM, responsible-AI, and multimodal systems. Use when deploying, monitoring, governing, or responding to…

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ai-prompt-engineering Prompt engineering for production LLMs — structured outputs, evals, RAG, tool workflows, multimodal prompting, and sa…

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data-lake-platform Designs lakehouse platforms across Iceberg, Delta, Hudi, and Paimon. Use when choosing catalogs, CDC paths, query eng…

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data-metabase Automates Metabase cards, dashboards, Remote Sync, embedding, tenants, and the Agent API/MCP server for AI workflows.…

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data-sql-optimization Diagnoses and tunes SQL for OLTP workloads on PostgreSQL, MySQL, and SQL Server. Use when tuning queries, reading pla…

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dev-api-design Designs durable API contracts across REST, GraphQL, gRPC, tRPC, and AsyncAPI. Use when specifying interfaces, auth, v…

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dev-dependency-management Guides dependency management across languages and ecosystems. Use when choosing package managers, lockfiles, update p…

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dev-workflow-planning Plans complex development workflows for Claude Code, Codex, and assistants. Use when breaking features, refactors, mi…

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docs-ai-prd Writes PRDs and specs optimized for coding assistants. Use when authoring requirements or project context for Claude …

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docs-codebase Writes and reorganizes docs-as-code for software repos. Use when updating READMEs, runbooks, onboarding docs, API ref…

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document-docx Create/edit .docx files with styles, templates, comments, and extraction workflows. Use when asked to generate Word r…

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document-pdf Extracts, creates, and transforms PDF documents. Use when parsing text or tables, generating files, merging pages, or…

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document-pptx Create/edit .pptx presentations with charts, templates, and speaker notes. Use when asked for pitch decks, QBR decks,…

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document-xlsx Create/edit .xlsx spreadsheets with tables, formulas, charts, validation, and workbook automation. Use when asked to …

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qa-agent-testing Builds QA harnesses for LLM agents. Use when evaluating tool, trace, red-team, regression, multi-agent, or carried-wo…

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qa-api-testing-contracts API contract testing across REST, GraphQL, gRPC, AsyncAPI, webhooks, and workflow contracts. Use when you need schema…

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qa-debugging Systematic debugging for crashes, regressions, flakes, and production bugs. Use when diagnosing stack traces, logs, t…

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qa-docs-coverage Audits and enforces documentation quality. Use when checking coverage, freshness, runbook validity, AI-instruction co…

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qa-refactoring Safe refactoring with behavior preservation. Use when reducing technical debt, planning codemods, applying strangler …

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qa-resilience Designs and tests distributed-system resilience. Use when adding retries, deadlines, hedging, circuit breakers, overl…

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qa-testing-android Designs Android testing with Espresso, UI Automator, and Compose. Use when planning device matrices, screenshot tests…

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qa-testing-ios Guides iOS testing with XCTest, XCUITest, Swift Testing, simctl, and xcresult. Use when choosing destinations, contro…

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qa-testing-mobile Mobile QA for iOS and Android. Use when planning automation frameworks, device matrix, flake control, or CI/CD releas…

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qa-testing-playwright Builds and debugs Playwright E2E suites. Use when authoring browser tests, fixing flakes, or hardening Playwright CI …

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qa-testing-strategy Risk-based test strategy for software delivery. Use when defining coverage, setting CI gates, managing flaky tests, c…

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software-architecture-design Designs runtime and platform architecture inside a chosen solution. Use when deciding modular monolith vs services, c…

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software-backend Builds backend services and APIs with durable defaults. Use when implementing REST, GraphQL, tRPC, or gRPC services w…

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software-clean-code-standard Defines clean-code standards and CC-* rules. Use when reviewing code, setting team standards, citing lint findings, o…

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software-localisation Implements production-grade i18n/l10n for React, Vue, Angular, and Next.js with ICU format and RTL support. Use when …

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software-security-appsec Provides application security guidance for design and implementation. Use when reviewing auth, data handling, supply-…

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software-ui-ux-design Designs and audits UI/UX systems with usability and accessibility requirements. Use when shaping flows, design system…

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software-ux-research Guides user research methods and research ops. Use when running interviews, usability tests, surveys, or A/B tests to…

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