GitHub
ab-test-setup
Design and implement statistically valid A/B tests
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Development AI Skills
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ethical-review
Assess pilot workflows and deliverables for ethical considerations and policy alignment. Use when evaluating fairness, bias, data privacy, and societal impact to ensure responsible and values-driven pilot execu...
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GitHub
lab-intelligence-planning
Plan, design, and govern a portfolio of reports, dashboards, and data products for clinical laboratories (biochemistry, pathology, clinical microbiology, molecular diagnostics). Use when lab managers and data s...
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GitHub
ux-designer
Conçoit l'expérience utilisateur avec personas, user journeys et wireframes textuels. Utiliser quand le projet a une interface utilisateur complexe, des parcours multi-écrans, ou quand l'utilisateur dit "UX", "...
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competitor-alternatives
Analyze competitors and position your product as the better alternative
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uat-workflow
User Acceptance Testing workflow
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goal-backward
Derive requirements by working backwards from the goal
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GitHub
browser-research
Research web applications and competitors using automated browser interactions
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GitHub
developer-experience
Guide for improving developer experience and creating self-service platforms. Use when designing golden paths, creating getting-started guides, reducing developer friction, or building internal platforms.
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GitHub
prd-review
執行全面性的 PRD（產品需求文件）審查，從工程可行性、風險管理、範疇清晰度與驗收標準等面向提供具建設性的回饋。
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GitHub
clear
AM（Augmented Mission）五要素定义框架。用于任务启动前的完整性检查，确保 Context、Limit、Eval、Augment、Result 五要素齐备。
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GitHub
ready-to-implement
Validate design completion and transition to implementation phase
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GitHub
acceptance-criteria
Expert guidance on writing effective acceptance criteria for user stories, including formats (Given/When/Then and checklist), best practices, and quality standards
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GitHub
persona-developer
Developer persona definition
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GitHub
real-world-enhancement-check
Validates technology enhances real world experience, doesn't replace it. Use when implementing features, reviewing UX, or ensuring technology serves life rather than replaces it.
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GitHub
frontend-design
Design thinking and decision-making for web UI. Use when designing components, layouts, color schemes, typography, or creating aesthetic interfaces. Teaches principles, not fixed values.
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GitHub
analytics-scoping
Define the scope of analytics efforts by identifying relevant metrics, data sources, and analysis approaches. Use when framing pilot analysis questions, selecting KPIs, or aligning data feeds to business object...
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GitHub
discuss-phase
Gather phase context through adaptive questioning before planning
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GitHub
persona-designer
Designer persona definition
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GitHub
verify-work
Validate built features through conversational UAT
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scope-analyst
要件分析の専門家。曖昧な要件を明確化し、スコープを定義し、リスクを特定。使用場面: (1) 要件が曖昧な時、(2) スコープ定義、(3) リスク特定、(4) 実現可能性の検証、(5) 依存関係の洗い出し。トリガー: "scope-analyst", "...
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GitHub
user-persona-template
User persona documentation template
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GitHub
design
Design and UI standards for accessibility, semantic HTML, and responsive layouts
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GitHub
branding-design
Brand identity guidelines and assets for FraudShield - logos, colors, typography, and visual identity
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