GitHub
naming-folder-conventions
Conventions for naming files, folders, variables, functions, types, tests, and configs to keep a codebase predictable, searchable, and consistent
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GitHub
scim-provisioning
Comprehensive guide to implementing SCIM 2.0 for automated user provisioning and deprovisioning in enterprise applications
GitHub
contract-test-gates
Gates สำหรับ enforce API contract testing ระหว่าง services ด้วย Pact หรือ OpenAPI validation
GitHub
trust-pages-structure
Comprehensive guide to structuring trust-building pages including About, Privacy, Terms, Security, and FAQ pages that build credibility
GitHub
budget-guardrails-and-cost-controls
Implementation of preventive and detective controls to prevent cloud bill shock and ensure fiscal governance.
GitHub
data-quality-checks
Comprehensive guide to data quality validation, testing frameworks, anomaly detection, and data observability for production data pipelines
GitHub
data-freshness-and-latency
Monitoring and optimizing how quickly data flows through pipelines and ensuring it meets timeliness requirements.
GitHub
service-scaffold-generator
Generator สำหรับสร้าง microservice ใหม่พร้อม structure, config, Docker, CI/CD, และ boilerplate code ครบชุด
GitHub
vector-search-patterns
Implementing semantic search and similarity search using vector embeddings and vector databases.
GitHub
debugging-tools-and-techniques
Comprehensive debugging strategies, tools, and techniques for efficiently identifying and fixing bugs across different environments.
GitHub
infrastructure-sizing-and-capacity-planning
Methods for determining the optimal resource allocation for compute, database, and network systems to balance cost and performance.
GitHub
contract-testing-with-pact
Implementing consumer-driven contract testing for microservices using Pact.
GitHub
data-migrations-backfill
Zero-downtime patterns for production schema changes and large backfills, including expand/contract, batching, verification, and rollback strategies
GitHub
system-boundaries
Defining clear boundaries between systems, services, and modules to manage complexity and enable independent evolution.
GitHub
enterprise-rbac-models
Comprehensive guide to implementing Role-Based Access Control for enterprise applications with hierarchical roles, custom permissions, and multi-level access
GitHub
cost-guardrails
See the main Budget Guardrails skill for comprehensive coverage of cost controls and governance.
GitHub
data-contracts
Implementing formal agreements between data producers and consumers to ensure data reliability and stability.
GitHub
vendor-onboarding
Comprehensive guide to enterprise vendor onboarding processes, timelines, requirements, and strategies for accelerating customer acquisition
GitHub
skill-discovery-chaining
Protocols for efficiently identifying, retrieving, and combining relevant skills from the index to solve complex problems without context overload.
GitHub
autoscaling-and-right-sizing
See the main Infrastructure Sizing skill for comprehensive coverage of right-sizing and autoscaling strategies.
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
GitHub
llm-and-ai-cost-optimization
Strategies for managing and reducing costs in LLM-powered applications, from token economics to RAG architectures.
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
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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