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system-boundaries
Defining clear boundaries between systems, services, and modules to manage complexity and enable independent evolution.
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Databases AI Skills
Discover Databases skills, compare source repositories and read the instructions for each workflow.
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GitHub
enterprise-rbac-models
Comprehensive guide to implementing Role-Based Access Control for enterprise applications with hierarchical roles, custom permissions, and multi-level access
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GitHub
cost-guardrails
See the main Budget Guardrails skill for comprehensive coverage of cost controls and governance.
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data-contracts
Implementing formal agreements between data producers and consumers to ensure data reliability and stability.
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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
skill-discovery-chaining
Protocols for efficiently identifying, retrieving, and combining relevant skills from the index to solve complex problems without context overload.
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GitHub
autoscaling-and-right-sizing
See the main Infrastructure Sizing skill for comprehensive coverage of right-sizing and autoscaling strategies.
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GitHub
error-shape-taxonomy
Standard error response taxonomy and envelope for services, including error codes, categories, retryability, correlation IDs, safe messaging, and validation error details
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GitHub
llm-and-ai-cost-optimization
Strategies for managing and reducing costs in LLM-powered applications, from token economics to RAG architectures.
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GitHub
deployment-patterns
Practical deployment strategies (rolling, blue-green, canary) for safe releases with rollback, health checks, and database compatibility guidance—without requiring full Kubernetes complexity
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GitHub
backward-compatibility-rules
Comprehensive guide to backward compatibility rules for APIs, databases, and data contracts with migration strategies and testing approaches
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GitHub
audit-trails-for-agents
Comprehensive guide to implementing audit trails and logging for AI agents including tracing, observability, compliance, and debugging
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GitHub
trade-off-analysis
Systematic evaluation of architectural trade-offs to make informed decisions balancing competing concerns.
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GitHub
explainability
See the main Model Explainability skill for comprehensive XAI coverage.
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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
code-review-standards
Best practices for conducting effective code reviews that improve code quality, share knowledge, and maintain team standards.
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GitHub
deprecation-policy
Structured approach to deprecating features, APIs, and systems with clear timelines and migration paths.
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GitHub
openapi-governance
Comprehensive guide to OpenAPI governance, API design standards, automated linting, breaking change detection, and API lifecycle management
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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
commit-conventions
Standardized commit message formats and conventions for clear, searchable, and automated-friendly version control history.
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GitHub
cache-invalidation-strategies
Patterns and strategies for cache invalidation - one of the two hardest problems in computer science.
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GitHub
database-locking-strategies
Understanding and implementing database locking mechanisms for concurrency control.
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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
regression-benchmarks
Comprehensive guide to regression benchmarks for AI systems including test suite creation, CI/CD integration, and continuous benchmarking strategies
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