发现 Skills

LLM Tuning Patterns

Resume work from handoff document with context analysis and validation

Problem-solving strategies for source coding in information theory

Create and configure Claude Code sub-agents with custom prompts, tools, and models

Get a token-efficient overview of any project using the TLDR stack

Provides comprehensive guidance for Adobe XD including design creation, prototyping, components, and collaboration. Use when the user asks about Adobe XD, needs to create UI/UX designs, build prototypes, or work with Adobe XD components.

Provides comprehensive guidance for Ansible automation including playbooks, roles, inventory, and module usage. Use when the user asks about Ansible, needs to automate IT tasks, create Ansible playbooks, or manage infrastructure with Ansible.

Provides comprehensive guidance for Ant Design Mobile component library including mobile components, themes, and platform adaptations. Use when the user asks about Ant Design Mobile, needs to build mobile applications, or implement mobile UI components.

Provides comprehensive guidance for Appium mobile testing including mobile app automation, element location, gestures, and cross-platform testing. Use when the user asks about Appium, needs to test mobile applications, automate mobile apps, or write Appium test scripts.

Provides comprehensive guidance for Avue framework including CRUD operations, form components, and data management. Use when the user asks about Avue, needs to build admin interfaces, implement CRUD operations, or work with Avue components.

Provides comprehensive guidance for clean architecture including layer separation, dependency rules, and architectural patterns. Use when the user asks about clean architecture, needs to implement clean architecture principles, or structure applications with clean architecture.

Provides comprehensive guidance for Gin-Gonic framework including routing, middleware, validation, and best practices. Use when the user asks about Gin-Gonic, needs to create Go web applications, or implement Gin patterns.

This skill should be used when the user asks to "style with Tailwind", "add Tailwind classes", "fix Tailwind styles", "use tailwind-variants", "add animations with tw-animate-css", "configure Tailwind v4", "migrate to Tailwind v4", or mentions Tailwind utilities, CSS classes, responsive design, dark mode, gradients, design tokens, or CSS Modules.

This skill defines a minimal MCP tool contract for calling mnemospark-lite over HTTP. Names are suggestions; map them to your host’s tool naming rules.

Use when the user wants to create a ComfyUI custom node, convert Python code to a node, make a node from a script, or needs help with ComfyUI node development, INPUT_TYPES, RETURN_TYPES, or node class structure.

Headless browser for web scraping, content extraction, and AI agent automation. Fetches pages (HTML/text/links/Markdown), starts a CDP server for Puppeteer/Playwright, and scrapes multiple URLs in parallel. Use for JavaScript-rendered pages, SPAs, and sites without APIs. In this workspace: runs on RHEL10 and is accessed transparently via SSH — no local install needed. Just call the tools.

Apply Python tooling standards including uv package management, pytest testing, ruff/basedpyright code quality, one-line docstrings, and self-documenting code practices. Use this skill when working with Python backend code, managing dependencies, running tests, or ensuring code quality. Apply when installing packages, writing tests, formatting code, type checking, adding docstrings, organizing imports, or deciding whether to create new files vs. extending existing ones. Use for any Python development task requiring adherence to tooling standards and best practices.

Suggest refactoring improvements for code quality

Define and design a product metrics dashboard with key metrics, data sources, visualization types, and alert thresholds. Use when creating a metrics dashboard, defining KPIs, setting up product analytics, or building a data monitoring plan.

Guide for working with Splitrail's MCP server. Use when adding tools, resources, or modifying the MCP interface.

Qualify a vendor or supplier of GxP-relevant software or services. Covers vendor risk classification, assessment questionnaire design, desk and on-site audit approaches, quality agreement evaluation, SLA review, and ongoing monitoring cadence definition. Use when selecting a new vendor for a GxP-critical system, onboarding a cloud provider for regulated data, performing a periodic re-qualification, when a vendor audit finding requires re-assessment, or when EU Annex 11 or ICH Q10 requires supplier qualification.

Skill for implementing actual UI and integrating with APIs. Covers frontend-backend integration, state management, and API client architecture. Use proactively when user needs to connect frontend with backend APIs. Triggers: UI implementation, API integration, state management, UI implementation, API integration, state management, implementation UI, API integration, state management Do NOT use for: mockup creation, backend-only development, or design system setup.

Skill for enhancing search optimization (SEO) and security. Covers meta tags, semantic HTML, and security vulnerability checks. Use proactively when user asks about search ranking, security hardening, or vulnerability fixes. Triggers: SEO, security, meta tags, XSS, CSRF, 보안, セキュリティ, 安全, seguridad, etiquetas meta, optimización de búsqueda, sécurité, balises méta, optimisation pour les moteurs de recherche, Sicherheit, Meta-Tags, Suchmaschinenoptimierung, sicurezza, tag meta, ottimizzazione per i motori di ricerca Do NOT use for: backend-only APIs, internal tools, or basic development setup.

Ensures all commit messages and PR titles follow the Conventional Commits specification.