Set up Phoenix tracing for LLM applications in Python or TypeScript. The skill guides automatic and custom recording of individual operations, conversation grouping, metadata, feedback, and production settings such as batching and personal data masking.
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Generate images from text, edit an existing picture, or combine up to three source images using Gemini 3 Pro Image through OpenRouter. Choose 1K, 2K, or 4K output and save the results as image files.
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Create or refresh documentation for object-oriented components, software parts built around classes and interfaces. Analyze the current code to describe architecture, public APIs, dependencies, and usage examples using a shared Markdown template.
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Migrate the database access layer of a .NET/C# application from Oracle to PostgreSQL with Npgsql. Update packages, connection settings, parameter types, SQL, and stored procedure calls, then build the copied project and track completed migration tasks.
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Turn a browser scenario into a Playwright TypeScript test by first performing its steps through Playwright MCP. The skill saves the generated test in the tests directory, runs it, and revises it until it passes.
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Explore the context-matic MCP server through an interactive tour. Discover available APIs, choose one, and review authentication, data structures, and example calls in your project's programming language, with guidance matched to the SDK version.
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Create and improve web, mobile, and desktop interfaces in Penpot through connected tools. Reuse existing design patterns, build layouts and components, and inspect designs for readability, accessibility, spacing, and usability.
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Turn documents into a growing Markdown wiki and a knowledge graph, a map of entities and their relationships. Preserve source text, update linked pages as new material arrives, and answer questions with supporting evidence.
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Prepare Windows desktop apps for Microsoft Store publication, from building and inspecting MSIX application packages to checking certification reports, completing store listings, submitting through Partner Center, and verifying publication status.
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Convert Oracle stored procedures and functions, programs stored inside a database, into PostgreSQL equivalents. Preserve parameters and control flow while adapting Oracle syntax, resolving types, and mapping text sorting rules to the target environment.
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Generate a PHP server for MCP, a protocol that lets AI applications access tools and data. Build a project with the official PHP SDK, including requested capabilities, configuration files, PHPUnit tests, and setup documentation.
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Prepare and publish Windows apps to the Microsoft Store using msstore. Covers account credentials, application packaging, submission tracking, beta testing groups, gradual releases, and automated publishing through CI/CD pipelines.
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Review APIs, data structures, and workflows for mistakes that are easy to make silently. Proposes types, database constraints, and enforced checks to prevent misuse, ranks findings by impact, and explains what each fix can and cannot prevent.
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Check Microsoft API usage against official documentation and code samples. Find methods, parameters, and packages for Azure SDKs, .NET libraries, and Microsoft APIs, then compare implementations to investigate errors or outdated patterns.
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Plan programs that help developers adopt an API or platform. Compare open and curated ecosystems, map the developer journey, and organize documentation, community support, partnerships, and student programs around actual product usage.
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Design meeting schedules, weekly metric reports, and quarterly planning for growing companies. Clarify who makes decisions, assign owners to priorities, and structure written updates so teams can coordinate work and reserve meetings for issues needing discussion.
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Design a partner program by defining value for your company, partners, and shared customers. Provides frameworks for partner tiers, phased pilots, joint marketing, and build-versus-partner decisions, with explicit measures for expanding or ending a partnership.
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Plan how users discover, try, and pay for a product through self-service. Compare product-led growth with sales-led approaches, improve the first useful experience, assess acquisition channel economics, and identify when sales support should step in.
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Clarify how a product differs from competitors and test whether buyers value that difference. The skill guides competitor messaging reviews, assessments of hard-to-copy strengths, wording comparisons, and a phased rollout of validated positioning.
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Build Spring Boot applications with guidance on project structure, configuration, APIs, database access, logging, testing, and security. Apply practices such as constructor injection, passing required components through constructors, and consistent handling of validation errors.
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Consolidate established lessons from domain memory files into reusable agent instructions. Review proposed additions before merging, preserve details while reducing duplication, and remove merged entries from the memory file afterward.
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Check an MCP server before release through a real client session. Compare available features with source code and documentation, test invalid requests and installation, and produce a verdict backed by reproducible commands and responses.
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Turn internal meeting transcripts or notes into concise minutes that emphasize decisions and next steps. Record attendees, decision reasons, assigned actions with deadlines, unresolved issues, and references in a consistent format for team follow-up.
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Help junior developers and AI newcomers understand code through guided questions and progressive hints. Support debugging, concept learning, and critical review of AI-generated code so learners can explain their reasoning and work toward solutions themselves.
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