GitHub
azure-architecture
Microsoft Azure architecture patterns and best practices. Use when designing, deploying, or reviewing Azure infrastructure including AKS, App Service, Functions, CosmosDB, and Entra ID.
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Databases AI Skills
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GitHub
system-architect
Use when performing security audits or system hardening. Teaches security assessment principles and prioritization.
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GitHub
lighthouse-performance-optimization
Use when optimizing website performance. Run Google Lighthouse audits via MCP to measure metrics, identify bottlenecks, and iterate on improvements.
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GitHub
defense-in-depth
Use when implementing validation or safety checks. Multi-layer validation approach prevents bugs through redundant safeguards. Makes bugs structurally impossible.
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GitHub
cost-optimization
Cloud cost optimization and FinOps practices. Use when analyzing cloud costs, implementing savings strategies, or optimizing resource usage.
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GitHub
systematic-debugging
Use when encountering bugs or unexpected behavior. Methodical approach to identify root cause: Reproduce → Isolate → Identify → Fix → Verify.
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GitHub
policy-as-code
Policy as Code with OPA, Kyverno, and Checkov. Use when implementing governance, compliance automation, or security policies for infrastructure and Kubernetes.
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GitHub
agentic-design
Use when building AI agent systems. Covers agent loops, tool calling, planning patterns, memory systems, multi-agent coordination, and safety guardrails. Apply when creating autonomous AI workflows, coding assi...
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GitHub
rag-architecture
Use when building retrieval-augmented generation systems. Covers chunking strategies, embedding models, vector databases, retrieval patterns, and hybrid search. Apply when adding knowledge bases, document Q&A,...
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GitHub
gitops-workflows
GitOps deployment patterns with ArgoCD and Flux. Use when implementing Git-based infrastructure management, continuous deployment, or declarative operations.
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GitHub
docker-containers
Docker containerization best practices. Use when building Docker images, writing Dockerfiles, configuring Docker Compose, or troubleshooting container issues.
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GitHub
database-backup
Backup database before tests, migrations, or other database operations
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GitHub
new-agent
Use this skill ONLY when creating a new hedge fund agent (e.g., Ray Dalio, Peter Lynch). Do not use for scanners or other components.
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GitHub
gpt-integration
Use this skill ONLY when modifying GPT calls, agent prompts, or structured output. Do not use for other AI/ML tasks.
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GitHub
pydantic-model
Use this skill ONLY when creating Pydantic data models, configs, or event types. Do not use for database models or other schemas.
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GitHub
new-scanner
Use this skill ONLY when creating a new data scanner (e.g., Twitter scanner, Bloomberg scanner). Do not use for agents or strategies.
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GitHub
technical-indicator
Use this skill ONLY when adding a new technical indicator (e.g., Bollinger Bands, Stochastic, ATR). Do not use for strategies or agents.
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GitHub
new-strategy
Use this skill ONLY when creating a new trading strategy (e.g., MeanReversion, Breakout, ScalpingStrategy). Do not use for agents or scanners. This skill is part of the Phase 1 migration.
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GitHub
dig
Investigation-only mode for understanding bugs, features, or system behavior without making changes. Use when the user says phrases like "let's investigate", "we need to figure out", or "we're debuggin", or ask...
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GitHub
adr-logger
Enforce Architectural Decision Records (ADR) logging for every task. Use when a user asks to create, update, or enforce ADRs, or when a workflow requires logging decisions in an ADR directory with daily files n...
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GitHub
nimble-pre-sales
Technical pre-sales and solution design for Nimble consulting proposals. Use when creating or populating one-pager documents, drafting scope of work or SOW proposals, defining team compositions and sizing, prep...
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GitHub
nimble-user-stories
Comprehensive guidance for writing user stories following Nimble's product development standards. Use when creating product requirements, organizing backlogs, writing user stories, documenting bugs, or creating...
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GitHub
linear-product-requirements
Create product requirements using Linear's native structure. Use when creating or editing Initiatives, Projects, Milestones, Project Documents (specs), or Issues (user stories) in Linear. Triggers include reque...
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GitHub
nimble-create-prd
Guide for creating Product Requirements Documents (PRDs) following Nimble's standard. Use when creating new PRDs, defining requirements, documenting features, or planning product releases. Covers structure, AI-...
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