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Turn product requirements and user experience plans into technical architecture with Winston, a system architect persona. Discuss technology choices and their trade-offs, with an emphasis on established tools, developer productivity, and designs that can be implemented.
Organize API documentation work from endpoint discovery to OpenAPI specifications, developer guides, and tested code examples. The workflow also covers interactive documentation, documentation sites, and maintenance, helping select the phases and supporting skills needed for a task.
Create alternative-product and comparison pages for developer tools, using search research and factual comparisons. Plan page structure, feature and pricing tables, migration information, and ongoing updates to help readers evaluate products and consider switching.
Track newly launched meme tokens, those nearing exchange migration, and recent migrations. Filter by age, market value, or developer behavior, and explore AI-detected market themes with related tokens ranked by incoming funds.
Review code changes through a structured check of requirements, design, correctness, security, performance, and tests. Produce specific, constructive feedback that separates required fixes from optional suggestions, and build shared review guidelines for a development team.
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.
Check Bicep infrastructure definitions before deploying to Azure. Validate syntax, preview resource changes, check deployment permissions, and produce a Markdown report of issues and recommendations using Azure CLI or Azure Developer CLI workflows.
Connect TanStack Table instances to developer tools for inspecting options, state, features, columns, rows, and row models. Diagnose missing connections, assign unique table keys, and manage registration replacement and cleanup.
Turn game changelogs and Git history into patch notes that explain what players will experience. Organize new content, balance changes, fixes, and known issues in accessible language, while excluding internal maintenance work.
Investigate Google Cloud access denials and choose a resolution path based on the caller’s permissions. Supports temporary access activation, structured escalation tickets, policy analysis, and administrator selection of roles that grant only the permissions needed.
Set up the official Google Ads MCP Server, a connector that lets AI assistants retrieve campaign data and reporting metrics through natural language. The guide covers installation, credentials, client configuration, and connection checks.
Helps developers send conversion and event data to Google Ads, Google Analytics, and Floodlight through the Data Manager API. It covers destination setup, data formatting, validation, migration from other APIs, and checking processing results.
Add and troubleshoot a developer panel in Svelte 5 json-render apps. Inspect JSON screen definitions, edit application state, review action and streaming timelines, browse component catalogs, and select elements directly from the page.
Create and organize API documentation, READMEs, onboarding guides, and architecture decision records that explain design choices. Structure content around readers’ tasks, with consistent terminology, complete code examples, and separate sections for instructions, reference details, and explanations.
Build a developer profile from past sessions or a questionnaire, then generate files and settings that personalize Claude's responses. Choose which outputs to create and compare changes when refreshing an existing profile.
Create terminal-style review slides for command-line tools, AI agents, and developer tools. Present execution traces, code differences, and performance comparisons using dark backgrounds, mint-green text, outlined bar charts, and amber, green, or red tags.
Create developer tutorial slides with a GitHub-style dark background, purple and blue lighting effects, and three-color gradient headings. Coordinate code colors, centered layouts, and highlighted blocks within a 16:9 presentation.
Design a dark slide deck for AI products, knowledge graphs, or developer tool launches. Combine a graph-based cover, glowing blurred shapes, gradient section titles, highlighted code or command-line examples, and frosted-glass-style cards.
Write, review, and edit developer documentation for SDKs, libraries, and frameworks. Organize guides, API references, and code examples around readers’ tasks, checking technical claims against source code and official documentation while following the destination site’s conventions.
Create green isometric illustrations, using angled views without perspective, of developer and design workspaces as SVG files. A bundled drawing kit helps arrange equipment on one platform, with consistent shading, fine details, shadows, and validation checks.
Write TypeScript, Rust, or Python code for Alkahest escrow contracts, which hold assets until conditions are met. Covers creating escrows, submitting fulfillment, collecting payments, and building custom contracts that decide whether requirements have been satisfied.
Plan substantial DeepChat changes with a written design proposal and a clear implementation path. Record decisions, track progress, review the completed change, and select focused validation for features, complex bugs, or architecture updates.
Core developer rules and coding conventions for gh-aw changes.
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