GitHub
empathy-mapping
Create structured visualizations of stakeholder perspectives (says, thinks, does, feels) to build deep understanding. Use when conducting user research or validating assumptions.
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research sales marketing AI Skills
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GitHub
needs-articulation
Distinguish user wants from underlying needs to guide solution design. Use when stakeholders make feature requests or during Define phase.
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GitHub
idea-evaluation
Assess solution ideas on impact and feasibility to prioritize prototyping. Use during Ideate phase when deciding which ideas to pursue.
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GitHub
insight-synthesis
Transform raw research into actionable insights that inform design decisions. Use during Define phase after completing research.
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GitHub
prototype-planning
Define what to build at what fidelity to learn what you need without over-investing. Use before starting any prototype.
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GitHub
brainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
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GitHub
knowledge-extractor
Analyzes completed projects to identify generalizable patterns, common workflows, and reusable knowledge worth extracting into skills. Use after completing a project to review LOG.md, skill updates, and project...
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GitHub
project-logger
Manages project progress tracking and maintains a chronological log of completed tasks, decisions, and updates. Use when completing milestones, making architectural decisions, or documenting project evolution....
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GitHub
architecture-readiness
Use this skill to create Product Owner Specifications documenting business requirements before architecture design
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GitHub
faf-enhance
Improve project.faf AI-readiness score through guided enhancements. Identifies missing sections, suggests improvements, helps reach next Podium tier (Bronze→Silver→Gold→Trophy). Use when user asks "improve my s...
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GitHub
writing-plans
Use when design is complete and you need detailed implementation tasks for engineers with zero codebase context - creates comprehensive implementation plans with Shannon quantitative analysis, exact file paths,...
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GitHub
brainstorming
Use when creating or developing ideas before writing code or implementation plans - refines rough ideas into fully-formed designs through collaborative questioning with Shannon quantitative validation, alternat...
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GitHub
gtm-wizard-architecture
GTM Wizard project architecture, tech stack, and development patterns. Use when working on GTM Wizard features, understanding the codebase, or making architectural decisions. Includes monorepo structure, Pocket...
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GitHub
issue-writing
Expert in creating well-structured GitHub issues with clear problem statements, specific acceptance criteria, and actionable technical context using GitHub MCP. Specializes in feature requests, bug reports, and...
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GitHub
brainstorming
Use when creating or developing, before writing code or implementation plans - refines rough ideas into fully-formed designs through collaborative questioning, alternative exploration, and incremental validatio...
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GitHub
meeting-insights-analyzer
Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable feedback. Identifies when you avoid conflict, use filler words, dominate conversations, or miss...
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GitHub
lead-research-assistant
Identifies high-quality leads for your product or service by analyzing your business, searching for target companies, and providing actionable contact strategies. Perfect for sales, business development, and ma...
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GitHub
competitive-ads-extractor
Extracts and analyzes competitors' ads from ad libraries (Facebook, LinkedIn, etc.) to understand what messaging, problems, and creative approaches are working. Helps inspire and improve your own ad campaigns.
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GitHub
design-principles
Use this skill when designing UI/UX, creating dashboards, building SaaS interfaces, or reviewing frontend design. Provides S-tier design checklist inspired by Stripe, Airbnb, and Linear.
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GitHub
mermaid-diagram-generator
Generate, validate, and refine Mermaid diagrams (flowcharts, sequence diagrams, class diagrams, state diagrams, Gantt charts, ERD, component diagrams). Use when creating visualizations, documenting workflows, s...
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GitHub
performance-correlation
Correlate content attributes with performance metrics across GA4, GSC, and SE Ranking. Identify what drives performance and build optimization hypotheses.
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GitHub
analytics-interpretation
Interpret GA4, GSC, and SE Ranking data for content optimization. Provides benchmarks, status indicators, and actionable insights.
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GitHub
frontend-architect
Build production-grade UI/UX with React (Next.js, Docusaurus), CSS architecture (Tailwind, Modules, Global), animations, theming, performance optimization, state management, and testing. Use when creating React...
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GitHub
wtp-ux-expert
UX expert for WTP, an iOS espresso shot dialing app. Use when working on WTP user experience including critiquing flows/screens, generating UX concepts, writing user stories, conducting accessibility audits, de...
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