GitHub
plan-writing
Structured task planning with clear breakdowns, dependencies, and verification criteria. Use when implementing features, refactoring, or any multi-step work.
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databases project management AI Skills
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GitHub
fd-patterns
Expert skill for page compositions, common UI patterns, navigation structures, and user flows. Use for full page designs, layout templates, navigation patterns, or form flows.
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GitHub
devops-sre
Use this skill when designing or reviewing CI/CD pipelines, deployment strategies, observability systems, incident response, or any system involving production operations and reliability. Applies operational th...
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GitHub
qmnf-innovator
Analyze, explore, design, test, or develop QMNF/NINE65/MYSTIC innovations and related systems. Trigger whenever work enters advanced mathematical constructs or applied sciences (research, modeling, proofs, algo...
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GitHub
parallel-agents
Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives.
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GitHub
event-system-implementation
Guides event system implementation: creation, ticketing, partnerships, sponsorships, check-in, analytics. Use when implementing events, event management, or event-related features.
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GitHub
doors-philosophy-validation
Validates that features align with "opening doors" concept, meaningful connections, user journey flow. Use when implementing features, reviewing code, or ensuring features serve the doors philosophy.
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GitHub
brainstorming
Explores user intent, requirements, and design before implementation. Use before creating features, building components, or modifying behavior to turn ideas into designs through collaborative dialogue.
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GitHub
distributed-systems
Use this skill when designing or reviewing distributed systems, microservices, event-driven architectures, or any system involving multiple networked components that must coordinate. Applies distributed systems...
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GitHub
infrastructure
Use this skill when designing or reviewing cloud infrastructure, networking, compute resources, storage systems, or any system involving resource provisioning and management. Applies infrastructure thinking to...
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GitHub
task-sequencing
Order and schedule tasks based on dependencies, priorities, and resource availability to optimize pilot execution. Use when creating task timelines, identifying critical paths, or rearranging task sequences to...
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GitHub
needs-action-processor
Process files in the Needs_Action folder according to Company Handbook rules. Use this skill when you need to handle tasks placed in the Needs_Action directory by watchers, following the rules defined in the Co...
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GitHub
create-coding-plan
Create a concise, actionable coding plan. Triggers when user asks to "plan", "outline", "scope", or "break down" a coding task, or requests a checklist before implementation.
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GitHub
game-jam-manager
Orchestrate a virtual game jam competition with multiple AI teams building games in parallel from a shared brief.
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GitHub
payment-service-integration
Guides payment service integration: Stripe integration, event ticketing, revenue splits, refund handling. Use when implementing payment processing, ticketing, or financial transactions.
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GitHub
ashby-workflows
This skill should be used when the user asks to "move candidate through pipeline", "schedule an interview", "manage applications", "track hiring progress", "source candidates", "advance to next stage", or menti...
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GitHub
fd-design-philosophy
Expert skill for design philosophy, visual identity, brand aesthetics, and design system foundations. Use when defining visual direction, establishing brand feel, creating design principles, or setting the over...
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GitHub
media-management-and-annotation
Management of project photos, optimization, and on-image annotations for technicians.
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GitHub
building-userstory
Interactive Q&A to build UserStory.md from user input. Use when the user wants to create a user story document or start the assisted workflow.
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GitHub
team-comm-style
Process team communication style assessments at the individual level. Use when analyzing "What's My Communication Style" results, creating individual profiles, or preparing coaching notes.
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GitHub
kpi-calculation
Calculate and track key performance indicators (KPIs) from pilot data and defined metrics. Use when deriving success metrics, benchmarking performance against objectives, or preparing quantitative reports and d...
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GitHub
bias-and-fairness-auditing
Audit pilot data, models, and workflows for bias and inclusivity issues. Use when evaluating fairness across demographic groups, identifying algorithmic biases, and recommending mitigation strategies to ensure...
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GitHub
frontend-tables-tanstack-table
TanStack Table で勤怠一覧/勤務表を作る。列定義、ソート/フィルタ、ページング、集計行、アクセシビリティ、CSV出力の型を固定する。キーワード: TanStack Table, table, columns, sorting, filtering, CSV
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GitHub
success-criteria-definition
Define measurable success metrics, KPIs, and acceptance criteria aligned to pilot objectives. Use when establishing evaluation frameworks, go/no‑go thresholds, or performance benchmarks based on pilot goals and...
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