GitHub
vector-search-patterns
Implementing semantic search and similarity search using vector embeddings and vector databases.
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AmnadTaowsoam AI Skills
GitHub ↗Browse published AI skills maintained by AmnadTaowsoam. Compare skill descriptions and follow each source repository for setup instructions.
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Indexed skills
417Repository stars across indexed skills
223Repository forks
0Average repository stars per indexed skill
1Repository stars may repeat across skills from the same repository.
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GitHub
debugging-tools-and-techniques
Comprehensive debugging strategies, tools, and techniques for efficiently identifying and fixing bugs across different environments.
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GitHub
infrastructure-sizing-and-capacity-planning
Methods for determining the optimal resource allocation for compute, database, and network systems to balance cost and performance.
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contract-testing-with-pact
Implementing consumer-driven contract testing for microservices using Pact.
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GitHub
data-migrations-backfill
Zero-downtime patterns for production schema changes and large backfills, including expand/contract, batching, verification, and rollback strategies
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GitHub
system-boundaries
Defining clear boundaries between systems, services, and modules to manage complexity and enable independent evolution.
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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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GitHub
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
runbook-templates
See the main On-Call Playbooks skill for comprehensive runbook templates and examples.
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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
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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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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