395 skills · sorted by relevance
Research markets, competitors, investors, and technologies to support business decisions. Produces sourced findings, market size estimates, and recommendations that distinguish facts from assumptions while including risks, conflicting evidence, and limits in the available data.
Plan system architecture by comparing technical options, component relationships, and requirements such as performance, security, and growth. Produce architecture diagrams, data flow diagrams, decision records, and technology comparisons that explain the reasoning behind a proposed design.
Turn specifications and algorithm outlines into a system architecture. Define components, interfaces, data structures, and deployment plans, then document technology choices, security measures, failure handling, and plans for supporting increased usage.
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.
Analyze an existing project's folders and produce a guide explaining directory purposes, naming conventions, and file placement. Choose a tree, list, or table, and optionally include templates for adding features consistently with the project's observed structure.
Set up GitHub Copilot for a new project with instructions, reusable skills, and specialized agents tailored to its technology stack. Add a coding agent environment workflow when GitHub Actions is used, plus setup and customization guidance.
Compare two versions of a project and turn migration patterns into instructions for GitHub Copilot. Document API replacements, new conventions, obsolete patterns, and validation steps so future code changes follow the same approach.
Plan X content, improve opening lines and threads, and review account performance using post data. With a focus on AI and technology, the skill supports content reviews, weekly growth plans, and HTML diagnostic reports.
Research recommended practices for a chosen technology using official documentation and maintainer sources. Get a cited recommendation that explains version context, local project constraints, uncertainties, and the next steps for planning or implementation.
Turn a Zoom integration idea into a recommended architecture and implementation path. The skill identifies the task, selects the appropriate Zoom technology, and routes requests to focused skills for authentication, meetings, bots, AI workflows, or debugging.
Evaluate a technology adoption question, a document, or proposed approaches against project evidence and constraints. Receive a supported position with tradeoffs and uncertainty, with an optional panel that consults other models and reconciles their views.
Write or refine Chinese spoken video scripts about AI technology, interview questions, and current topics. New scripts follow research and outline approval, while revisions provide specific wording changes and reasons for the edits.
Read current headlines from designated news websites across seven categories, including politics, business, technology, and sports. The skill extracts dates and key points, then organizes a brief digest with sources and optional links.
Create pop-up book illustrations for educational, technology, and brand materials. The skill builds image prompts around layered paper textures, an open book, and warm colors, with optional digital effects, then checks the generated image against those visual requirements.
Plan the early stages of a browser game by choosing suitable technology and coordinating gameplay, interface, assets, and playtesting. It defaults to Phaser for 2D games and routes more specific work to the relevant specialist skills.
Design and review how a system is divided into modules, cohesive parts with clear responsibilities. Evaluate data ownership, communication rules, dependencies, and failure handling, and decide when to split or merge parts without assuming a particular technology.
Design interfaces that combine magazine-style composition with precise technology product details. Use asymmetrical columns, expressive headlines, wide image bands, fine dividers, and restrained accent colors to shape a consistent layout, navigation, and motion style.
Build or extend an isometric action RPG, viewed from an angled overhead perspective, using web technology. Develop a playable loop covering movement, combat, rewards, progression, and saves, with staged implementation and release checks.
Guides technology selection and implementation of AI and ML features in .NET 8+ applications using ML.NET, Microsoft.Extensions.AI (MEAI), Microsoft Agent Framework (MAF), GitHub Copilot SDK, ONNX Runtime, and OllamaSharp. Covers the full spectrum from classic ML through modern LLM orchestration to local inference. Use when adding classification, regression, clustering, anomaly detection, recommendation, LLM integration (text generation, summarization, reasoning), RAG pipelines with vector search, agentic workflows with tool calling, Copilot extensions, or custom model inference via ONNX Runtime to a .NET project. DO NOT USE FOR projects targeting .NET Framework (requires .NET 8+), the task is pure data engineering or ETL with no ML/AI component, or the project needs a custom deep learning training loop (use Python with PyTorch/TensorFlow, then export to ONNX for .NET inference).
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Navigate the technology adoption lifecycle from early adopters to mainstream market. Use when the user mentions "crossing the chasm", "beachhead segment", "whole product", "early adopters vs mainstream", "tech go-to-market", "bowling pin strategy", "technology adoption lifecycle", "pragmatist buyers", "growth stalled after early adopters", or "our go-to-market plan". Also trigger when planning go-to-market for a technical product. Covers the D-Day analogy, bowling-pin strategy, the tornado, and positioning against incumbents. For product positioning, see obviously-awesome. For new market creation, see blue-ocean-strategy.
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Owns architecture, engineering delivery, infrastructure, data platform, and internal systems. Use this for build-versus-buy calls, technology selection, architectural direction, engineering capacity and delivery risk, technical debt tradeoffs, platform and tooling decisions, or when a technical choice has business consequences that need stating in business terms. Also use to judge whether a technical plan is sound before it is committed to.
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Expert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database architectures. Masters SQL/NoSQL/TimeSeries database selection, normalization strategies, migration planning, and performance-first design. Handles both greenfield architectures and re-architecture of existing systems. Use PROACTIVELY for database architecture, technology selection, or data modeling decisions.
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Discovers and installs community skills from the public registry. Use when the user mentions a technology, framework, or task that could benefit from specialized skills not yet installed, asks 'how do I do X', 'find a skill for X', or starts work in a new technology area. Proactively suggest when the user's task involves tools or frameworks without existing skills.
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Use when targeting Trends in Food Science & Technology or deciding whether a food-science review manuscript fits this venue. Encodes the journal's review-only fit, the critical-synthesis and comprehensiveness bar, structure expectations, official-submission re-check, and desk-reject heuristics.
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