GitHub
prd-authoring
Generates a research-grade Product Requirements Document (PRD) defining problems, goals, scope, constraints, and success criteria. Use when creating or updating a PRD for a product or major initiative.
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devops sales marketing AI Skills
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GitHub
frontend
Frontend UI/UX Engineer for interface design and implementation. Use when: creating UI components, styling, animations, responsive design, or UI review. 前端/UI 专家，设计师型开发者，关注间距、色彩、微交互。
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GitHub
sdlc-research
Use when researching how to implement a feature, analyzing codebase patterns, investigating existing implementations, exploring dependencies, or finding relevant code for a user story.
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GitHub
sdlc-planning
Use when creating implementation plans, breaking down tasks, sequencing changes, planning TDD cycles, or creating a roadmap for implementing a user story.
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GitHub
prompt-versioning
Comprehensive guide to versioning, testing, and managing prompts for AI agents including A/B testing, rollback strategies, and prompt registries
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GitHub
stakeholder-communication
Effective communication strategies for incidents across all stakeholder groups
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GitHub
data-lineage
Mapping the flow of data from source to destination for transparency, impact analysis, and troubleshooting.
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GitHub
onboarding-flows
Comprehensive guide to designing and writing effective user onboarding experiences that drive activation and retention
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GitHub
data-freshness-and-latency
Monitoring and optimizing how quickly data flows through pipelines and ensuring it meets timeliness requirements.
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GitHub
vendor-onboarding
Comprehensive guide to enterprise vendor onboarding processes, timelines, requirements, and strategies for accelerating customer acquisition
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GitHub
task-decomposition-strategy
Systematic approach for breaking down complex, high-level requests into atomic, executable steps to ensure precision and prevent overwhelm.
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GitHub
validation-metrics
Comprehensive guide to choosing and tracking validation metrics that prove product-market fit and drive actionable insights
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GitHub
hypothesis-writing
Comprehensive guide to writing testable product hypotheses that drive learning and prevent building the wrong things
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GitHub
escalation-and-ownership
Defining clear ownership models and escalation procedures to ensure incidents are handled by the right people at the right time.
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GitHub
data-quality-monitoring
Techniques and tools for ensuring the accuracy, completeness, and reliability of data across the pipeline.
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GitHub
proposal-sow-delivery-management
Comprehensive guide to professional services delivery including proposal writing, SOW creation, pricing strategies, scope management, and client delivery
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GitHub
roadmap-planning
Comprehensive guide to creating, communicating, and maintaining technical and product roadmaps for strategic alignment and stakeholder communication
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GitHub
user-interviews
Comprehensive guide to conducting effective user interviews for problem discovery, solution validation, and continuous learning
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GitHub
access-audit-and-reviews
Comprehensive guide to access audits, periodic reviews, anomaly detection, and segregation of duties for compliance and security.
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GitHub
offline-vs-online-evaluation
Comprehensive guide to offline and online evaluation strategies including A/B testing, shadow mode, canary deployments, and bridging offline-online metrics
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GitHub
usage-based-pricing
Architecture and implementation strategies for consumption-based billing models in SaaS products.
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GitHub
security-questionnaires
Comprehensive guide to handling enterprise security questionnaires, building standard response libraries, and streamlining the vendor assessment process
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GitHub
cross-team-interfaces
Comprehensive guide to defining and managing cross-team interfaces including APIs, events, data schemas, and process contracts for independent team operation
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GitHub
stitch-to-page-conversion
Convert Google Stitch exports (HTML/Images) into project-specific React pages and design similar layouts.
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