GitHub
change-impact-map
A practical framework to map change dependencies and blast radius, including who/what is affected, what to test, rollout/rollback strategies, and stakeholder ownership
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DevOps AI Skills
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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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GitHub
ci-pipeline-generator
Generator สำหรับสร้าง CI/CD pipeline configs (GitHub Actions, GitLab CI) พร้อม testing, linting, building และ deployment
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GitHub
database-health-monitoring
Continuous monitoring and diagnostics for ensuring high availability, performance, and stability of database systems.
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GitHub
lint-format-and-type-check
Automated code quality enforcement through linting, formatting, and type checking to maintain consistent, error-free codebases.
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GitHub
schema-drift-handling
See the main Schema Drift Detection skill for comprehensive coverage of schema drift detection and management.
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GitHub
override-mechanisms
Implementing human override capabilities for AI decisions with proper tracking, auditing, and feedback loops.
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GitHub
lint-test-typecheck-policy
Policy สำหรับ enforce code quality ผ่าน linting, testing, และ type checking ใน CI pipeline
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GitHub
websocket-patterns
Advanced WebSocket patterns for real-time bidirectional communication in web applications.
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GitHub
on-call-playbooks
Comprehensive runbooks and playbooks for on-call incident response
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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
logging-metrics-tracing-standard
Observability standards for services: structured logging schema, metrics naming and label rules, trace context propagation, correlation IDs, sensitive-data handling, and cardinality controls
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GitHub
docs-indexing-strategy
How to organize and index documentation for humans and AI: taxonomy, metadata, cross-linking, freshness reviews, and automated index generation
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GitHub
developer-onboarding-documentation
Comprehensive onboarding documentation to get new developers productive quickly with clear guides, checklists, and resources.
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GitHub
database-transactions
Comprehensive guide to database transactions, ACID properties, isolation levels, locking, and distributed transactions.
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The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.