quality-auditor
Comprehensive quality auditing and evaluation of tools, frameworks, and systems against industry best practices with detailed scoring across 12 critical dimensions
Comprehensive quality auditing and evaluation of tools, frameworks, and systems against industry best practices with detailed scoring across 12 critical dimensions
Validate product-market fit and strategic direction. Use when defining new products, validating problem-solution fit, prioritizing features, or making build-vs-buy decisions. Focuses on discovery and validation before development.
This skill should be used when the user asks to "analyze competitors", "assess competitive landscape", "identify differentiation", "evaluate market positioning", "apply Porter's Five Forces", or requests competitive strategy analysis.
Analyzes legal case facts and identifies viable legal theories, causes of action, and evidentiary requirements. Use when conducting case intake, strategy development, or initial legal analysis.
Select and validate pricing model for PRD v0.3 Commercial Model. Triggers on requests to set pricing, choose monetization model, design pricing tiers, validate willingness to pay, or when user asks "how much should we charge?", "what pricing model?", "freemium vs paid?", "how to structure tiers?", "price point?". Consumes Competitive Landscape (CFD-) and Product Type (BR-) from v0.2. Outputs BR- entries for pricing rules, tier boundaries, and competitive positioning.
Conduct comprehensive market research and competitive analysis to validate the problem, understand the market landscape, and identify opportunities. Use when starting stage 01 (market-research) or when user asks about competitors or market analysis.
Analyze strategic positioning and explore future scenarios. Use when user wants "SWOT analysis", "competitive forces", "scenario planning", "what if", "strategic assessment", "market forces", "porter's", or needs to evaluate strategic options and potential futures.
智能计量经济学分析代理。当用户输入以"autoregmonkey:"开头时,LLM会解析经济学计量任务,参考RAG数据库知识,动态调用Python和Stata技能执行任务,最后生成中文报告。
Synthesize behavioral personas from prior stage evidence for journey mapping and marketing during PRD v0.4 User Journeys. Triggers on requests to define personas, create user profiles, identify target users, or when user asks "who are our users?", "define personas", "user profiles", "target users", "persona creation", "who uses this product?". Consumes CFD- (v0.1-v0.3), BR- (targeting from v0.3 Moat), FEA- (v0.3 Feature Value Planning). Outputs PER- entries with behavioral profiles and feature relationships. Feeds v0.4 User Journey Mapping.
Use this skill when creating or refining Claude Code hooks. Hooks are shell commands that execute at specific lifecycle events (tool use, prompt submit, notifications, session events). Helps design event handlers for notifications, formatting, logging, feedback, and permission control. Automatically invoked when user requests "create a hook", "add automation", "event handler", "workflow automation", or mentions hook development.
Use when designing user interfaces, improving UX, or creating design specifications. Enforces user-centered process, WCAG 2.1 AA accessibility, mobile-first approach. Triggers: 'design interface', 'improve UX', 'user experience', 'accessibility', 'responsive design', 'user flow'.
Use this skill when creating or refining Claude Code skill definitions. Skills are model-invoked capabilities that Claude activates autonomously based on context. Helps design focused skills with discovery-optimized descriptions, proper directory structures, and supporting resources. Automatically invoked when user requests "create a skill", "make a capability", "add autonomous behavior", or mentions skill development. Ensures skills follow Anthropic specifications with clear activation triggers.
Use this skill when creating or refining Claude Code plugins. Plugins are bundled collections of agents, skills, commands, hooks, and MCP servers that provide cohesive functionality. Helps design proper directory structures, plugin.json configuration, marketplace distribution, and installation workflows. Automatically invoked when user requests "create a plugin", "bundle components", "distribute capabilities", or mentions plugin development.
On-demand TDD guideline access without loading full documentation into context. Provides targeted guidance for RED-GREEN-REFACTOR phases, refactoring decisions, and test quality patterns.
Guide for contributing test data to the MII (Medizininformatik-Initiative) testdata repository. Use when adding new module test data, understanding testdata repository patterns, creating transaction bundles, or adapting existing module examples for the testdata repo. Triggers on requests like "add testdata for module X", "create test bundle", "contribute to mii-testdata", or "adapt examples for testdata repo".
Generate realistic clinical patient data including demographics, encounters, diagnoses, medications, labs, and vitals. Use when user requests: (1) patient records or clinical data, (2) EMR test data, (3) specific clinical cohorts like diabetes or heart failure, (4) HL7v2 or FHIR patient resources.
Guide Sprint Retrospectives to identify improvements. Use when reflecting on sprints, planning process improvements, or executing improvement actions.
Use this skill when creating or refining Claude Code sub-agent definitions. Helps design specialized AI assistants with proper YAML frontmatter, system prompts, tool access, and example-driven descriptions. Automatically invoked when user requests "create an agent", "design a sub-agent", "make a specialist", or mentions agent development. Ensures agents follow Anthropic best practices with focused responsibilities, discovery-optimized descriptions, and proper tool restrictions.
Use this skill when creating or refining custom Claude Code slash commands. Slash commands are user-invoked reusable prompts that can accept arguments, reference files, and execute bash operations. Helps design command syntax, argument handling, file references, bash execution, and frontmatter configuration. Automatically invoked when user requests "create a command", "make a slash command", "add a /command", or mentions custom command development.
Access Oura Ring health data using the ouracli CLI tool. Use when user asks about "oura data", "sleep stats", "activity data", "heart rate", "readiness score", "stress levels", or wants health metrics from their Oura Ring.
Development guide for @rytass/payments base package (支付基底套件開發指南). Use when creating new payment adapters (新增支付 adapter), understanding base interfaces, or extending payment functionality. Covers PaymentGateway, Order, BindCardPaymentGateway interfaces and implementation patterns for Taiwan payment providers (台灣金流服務提供商). Keywords - payment adapter, 支付 adapter, gateway, order lifecycle, 訂單生命週期, card binding, 卡片綁定, credit card, 信用卡, virtual account, ATM 虛擬帳號, CVS payment, 超商代碼, event emitter, 事件監聽
Taiwan e-invoice integration (台灣電子發票整合). Use when working with ECPay (綠界), EZPay (藍新), BankPro (金財通), or Amego (光貿) invoice services. Covers issuing invoices (開立發票), voiding (作廢), allowances (折讓), and querying invoice data.
Taiwan payment integration (台灣支付整合). Use when working with ECPay (綠界), NewebPay (藍新), HwaNan Bank (華南銀行), CTBC (中信), iCash Pay, or Happy Card payment services. Covers credit card (信用卡), virtual account (虛擬帳號), ATM, CVS payment (超商代碼/條碼), card binding (卡片綁定), installments (分期付款), recurring payments (訂閱付款), and NestJS integration.