improve-codebase-architecture
improve-codebase-architecture
【设计与创意】Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.
THE SKILLS DIRECTORY
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customizations-in-the-agent-host
customizations-in-the-agent-host
【开发与工程】Architecture and hard-won debugging lessons for customization enablement (plugins, MCP servers, agents, skills, instructions) in the agent host. Use when changing how customizations are discovered, published, enabled/disabled, or handed to a provider SDK; when a customization shows the wrong enabled state in the UI; or when a disabled MCP server or p…
integrated-browser
integrated-browser
【开发与工程】Use this when working on the VS Code integrated browser ("browserView") to understand its architecture and mental model. Covers the embedded Chromium browser, its editor tab, navigation, overlay/layout, sessions, and agent browser tools under `src/vs/platform/browserView` and `src/vs/workbench/contrib/browserView`.
reverse-engineer-anything
reverse-engineer-anything
【数据与研究】Reverse engineer native, managed, Electron/JavaScript, packaged, firmware, and browser targets with REA. Use shipped-artifact or requested runtime evidence to explain features, compare versions, decompile code, or guide a reconstruction. Skip REA for ordinary source-repository architecture analysis.
design-system
design-system
【设计与创意】Token architecture, component specifications, and slide generation. Three-layer tokens (primitive→semantic→component), CSS variables, spacing/typography scales, component specs, strategic slide creation. Use for design tokens, systematic design, brand-compliant presentations.
cascade-layers
cascade-layers
【设计与创意】Use when reviewing a CSS architecture for specificity issues, setting up a design system, or migrating a large codebase from utility-first to a layered architecture.
orphan-pages
orphan-pages
【效率与协作】Use when auditing site architecture or investigating why specific pages have low organic traffic despite good content. Applies to any site with more than ~20 pages.
weak-internal-links
weak-internal-links
【效率与协作】Use when applies to any site with more than 20 pages. Use when auditing site architecture, investigating why certain pages underperform in search, or after a site migration.
site-architecture
site-architecture
【设计与创意】When the user wants to plan, map, or restructure their website's page hierarchy, navigation, URL structure, or internal linking. Also use when the user mentions "sitemap," "site map," "visual sitemap," "site structure," "page hierarchy," "information architecture," "IA," "navigation design," "URL structure," "breadcrumbs," "internal linking strategy,…
scientific-schematics
scientific-schematics
【设计与创意】Generates scientific diagram drafts using Nano Banana 2 AI with smart iterative refinement. Uses Gemini 3.7 Flash for quality review. Refines when the review requests improvement, with at most two generations. Specialized in neural network architectures, system diagrams, flowcharts, biological pathways, and complex scientific visualizations.
agent-memory-mcp
agent-memory-mcp
【开发与工程】A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).
agent-memory-systems
agent-memory-systems
【开发与工程】Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector stores), and the cognitive architectures that organize them.
agent-memory-systems
agent-memory-systems
【开发与工程】Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector stores), and the cognitive architectures that organize them.
ai-ml
ai-ml
【开发与工程】AI and machine learning workflow covering LLM application development, RAG implementation, agent architecture, ML pipelines, and AI-powered features.
android-dev
android-dev
【开发与工程】Production-grade Android app development guide covering native (Kotlin/Java), cross-platform (Flutter, RN, KMM), and hybrid architectures.
api-integration
api-integration
【设计与创意】Designs event-driven architectures, webhook systems, API chaining flows, ETL pipelines, and integration patterns between services.
api-integration
api-integration
【设计与创意】Designs event-driven architectures, webhook systems, API chaining flows, ETL pipelines, and integration patterns between services.
architect-review
architect-review
【开发与工程】Master software architect specializing in modern architecture
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